main.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "9342c92e-6374-4ceb-8179-fd2ac73557a1",
   "metadata": {},
   "outputs": [],
   "source": [
    "!cd venv/Scripts/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "8029d08c-88b8-4d90-8378-30f95d4bc2c6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "D:\\ai_training>() \n"
     ]
    }
   ],
   "source": [
    "!activate"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "edd7d1ff-e169-4353-b217-a13ccd48ca34",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/cygdrive/d/ai_training\n"
     ]
    }
   ],
   "source": [
    "!pwd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "868cef7c-07a2-42d9-9b4d-79e419123396",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Package                   Version\n",
      "------------------------- --------------------\n",
      "absl-py                   2.1.0\n",
      "anyio                     4.3.0\n",
      "argon2-cffi               23.1.0\n",
      "argon2-cffi-bindings      21.2.0\n",
      "arrow                     1.3.0\n",
      "asttokens                 2.4.1\n",
      "async-lru                 2.0.4\n",
      "attrs                     23.2.0\n",
      "Babel                     2.15.0\n",
      "beautifulsoup4            4.12.3\n",
      "bleach                    6.1.0\n",
      "boto3                     1.34.103\n",
      "botocore                  1.34.103\n",
      "certifi                   2023.7.22\n",
      "cffi                      1.16.0\n",
      "chardet                   4.0.0\n",
      "charset-normalizer        3.3.2\n",
      "click                     8.1.7\n",
      "colorama                  0.4.6\n",
      "comm                      0.2.2\n",
      "contourpy                 1.2.1\n",
      "cycler                    0.10.0\n",
      "debugpy                   1.8.1\n",
      "decorator                 5.1.1\n",
      "defusedxml                0.7.1\n",
      "executing                 2.0.1\n",
      "fastdtw                   0.3.4\n",
      "fastjsonschema            2.19.1\n",
      "filelock                  3.14.0\n",
      "fire                      0.6.0\n",
      "fonttools                 4.51.0\n",
      "fqdn                      1.5.1\n",
      "fsspec                    2024.3.1\n",
      "gitdb                     4.0.11\n",
      "GitPython                 3.1.43\n",
      "grpcio                    1.63.0\n",
      "h11                       0.14.0\n",
      "httpcore                  1.0.5\n",
      "httpx                     0.27.0\n",
      "huggingface-hub           0.23.0\n",
      "idna                      2.10\n",
      "imageio                   2.34.1\n",
      "intel-openmp              2021.4.0\n",
      "ipykernel                 6.29.4\n",
      "ipython                   8.24.0\n",
      "isoduration               20.11.0\n",
      "jedi                      0.19.1\n",
      "Jinja2                    3.1.4\n",
      "jmespath                  1.0.1\n",
      "joblib                    1.4.2\n",
      "json5                     0.9.25\n",
      "jsonpointer               2.4\n",
      "jsonschema                4.22.0\n",
      "jsonschema-specifications 2023.12.1\n",
      "jupyter_client            8.6.1\n",
      "jupyter_core              5.7.2\n",
      "jupyter-events            0.10.0\n",
      "jupyter-lsp               2.2.5\n",
      "jupyter_server            2.14.0\n",
      "jupyter_server_terminals  0.5.3\n",
      "jupyterlab                4.2.0\n",
      "jupyterlab_pygments       0.3.0\n",
      "jupyterlab_server         2.27.1\n",
      "kiwisolver                1.4.5\n",
      "lazy_loader               0.4\n",
      "Markdown                  3.6\n",
      "MarkupSafe                2.1.5\n",
      "matplotlib                3.8.4\n",
      "matplotlib-inline         0.1.7\n",
      "mistune                   3.0.2\n",
      "mkl                       2021.4.0\n",
      "mpmath                    1.3.0\n",
      "nbclient                  0.10.0\n",
      "nbconvert                 7.16.4\n",
      "nbformat                  5.10.4\n",
      "nest-asyncio              1.6.0\n",
      "networkx                  3.3\n",
      "notebook_shim             0.2.4\n",
      "numpy                     1.26.4\n",
      "opencv-python             4.7.0.72\n",
      "opencv-python-headless    4.8.0.74\n",
      "overrides                 7.7.0\n",
      "packaging                 24.0\n",
      "pandas                    2.2.2\n",
      "pandocfilters             1.5.1\n",
      "parso                     0.8.4\n",
      "pillow                    10.3.0\n",
      "pip                       24.0\n",
      "platformdirs              4.2.1\n",
      "prometheus_client         0.20.0\n",
      "prompt-toolkit            3.0.43\n",
      "protobuf                  5.26.1\n",
      "psutil                    5.9.8\n",
      "pure-eval                 0.2.2\n",
      "py-cpuinfo                9.0.0\n",
      "pybboxes                  0.1.6\n",
      "pycparser                 2.22\n",
      "Pygments                  2.18.0\n",
      "pyparsing                 3.1.2\n",
      "python-dateutil           2.9.0.post0\n",
      "python-dotenv             1.0.1\n",
      "python-json-logger        2.0.7\n",
      "python-magic              0.4.27\n",
      "pytz                      2024.1\n",
      "pywin32                   306\n",
      "pywinpty                  2.0.13\n",
      "PyYAML                    6.0.1\n",
      "pyzmq                     26.0.3\n",
      "referencing               0.35.1\n",
      "requests                  2.31.0\n",
      "requests-toolbelt         1.0.0\n",
      "rfc3339-validator         0.1.4\n",
      "rfc3986-validator         0.1.1\n",
      "roboflow                  1.1.28\n",
      "rpds-py                   0.18.1\n",
      "s3transfer                0.10.1\n",
      "sahi                      0.11.15\n",
      "scikit-image              0.23.2\n",
      "scikit-learn              1.4.2\n",
      "scipy                     1.13.0\n",
      "seaborn                   0.13.2\n",
      "Send2Trash                1.8.3\n",
      "setuptools                69.5.1\n",
      "shapely                   2.0.4\n",
      "six                       1.16.0\n",
      "smmap                     5.0.1\n",
      "sniffio                   1.3.1\n",
      "soupsieve                 2.5\n",
      "stack-data                0.6.3\n",
      "sympy                     1.12\n",
      "tbb                       2021.12.0\n",
      "tensorboard               2.16.2\n",
      "tensorboard-data-server   0.7.2\n",
      "termcolor                 2.4.0\n",
      "terminado                 0.18.1\n",
      "terminaltables            3.1.10\n",
      "thop                      0.1.1.post2209072238\n",
      "threadpoolctl             3.5.0\n",
      "tifffile                  2024.5.10\n",
      "tinycss2                  1.3.0\n",
      "torch                     2.3.0+cu121\n",
      "torchaudio                2.3.0+cu121\n",
      "torchvision               0.18.0+cu121\n",
      "tornado                   6.4\n",
      "tqdm                      4.66.4\n",
      "traitlets                 5.14.3\n",
      "types-python-dateutil     2.9.0.20240316\n",
      "typing_extensions         4.11.0\n",
      "tzdata                    2024.1\n",
      "ultralytics               8.2.12\n",
      "uri-template              1.3.0\n",
      "urllib3                   2.2.1\n",
      "wcwidth                   0.2.13\n",
      "webcolors                 1.13\n",
      "webencodings              0.5.1\n",
      "websocket-client          1.8.0\n",
      "Werkzeug                  3.0.3\n",
      "wheel                     0.43.0\n",
      "yolov5                    7.0.13\n",
      "yolov8                    0.0.2\n"
     ]
    }
   ],
   "source": [
    "!pip list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "37547ee5-52ce-4f10-bda5-7d8601a03f2e",
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import torch\n",
    "import ultralytics\n",
    "from ultralytics import YOLO\n",
    "from scipy.stats import wasserstein_distance\n",
    "from fastdtw import fastdtw\n",
    "import numpy as np\n",
    "from concurrent.futures import ThreadPoolExecutor, as_completed\n",
    "from tqdm import tqdm\n",
    "from collections import defaultdict\n",
    "from sklearn.decomposition import PCA\n",
    "from skimage.feature import hog\n",
    "\n",
    "\n",
    "# Function to extract frames from a video\n",
    "def generate_frames(video_path):\n",
    "    cap = cv2.VideoCapture(video_path)\n",
    "    while cap.isOpened():\n",
    "        ret, frame = cap.read()\n",
    "        if not ret:\n",
    "            break\n",
    "        # Resize frame to 640x640\n",
    "        resized_frame = cv2.resize(frame, (640, 640))\n",
    "        # Convert frame to RGB as YOLO expects RGB images\n",
    "        rgb_frame = cv2.cvtColor(resized_frame, cv2.COLOR_BGR2RGB)\n",
    "        yield rgb_frame\n",
    "    cap.release()\n",
    "\n",
    "# Load the YOLOv8 model\n",
    "model = YOLO('best.pt')\n",
    "# print(dir(ultralytics))\n",
    "# print(dir(model))\n",
    "# Function to get features from frames using the YOLOv8 model\n",
    "def get_features(frame_generator):\n",
    "    prev_frame = next(frame_generator)  # Get the first frame from the generator\n",
    "    prev_gray = cv2.cvtColor(prev_frame, cv2.COLOR_RGB2GRAY)\n",
    "    features = []  # This will be a list of arrays\n",
    "\n",
    "    for frame in frame_generator:\n",
    "        gray = cv2.cvtColor(frame, cv2.COLOR_RGB2GRAY)\n",
    "\n",
    "        # Compute optical flow for the whole frame\n",
    "        flow = cv2.calcOpticalFlowFarneback(prev_gray, gray, None, 0.5, 3, 15, 3, 5, 1.1, 0)\n",
    "        flow_magnitude, flow_angle = cv2.cartToPolar(flow[..., 0], flow[..., 1])\n",
    "        global_flow_features = [flow_magnitude.mean(), flow_angle.mean()]  # Global flow features\n",
    "\n",
    "        # Compute HOG features for the whole frame\n",
    "        global_hog_features = hog(gray, pixels_per_cell=(8, 8), cells_per_block=(2, 2), visualize=False)\n",
    "\n",
    "        # Run YOLOv8 model to detect objects\n",
    "        results = model(frame)\n",
    "        if results[0].boxes.data.shape[0] > 0:\n",
    "            bboxes = results[0].boxes.xyxy.cpu().numpy()\n",
    "\n",
    "            frame_features = []\n",
    "            for bbox in bboxes:\n",
    "                # x1, y1, x2, y2 = map(int, bbox[:4])\n",
    "                # Combine bounding box coordinates with global features\n",
    "                combined_features = np.hstack((bbox, global_hog_features, global_flow_features))\n",
    "                frame_features.append(combined_features)\n",
    "\n",
    "            # Append each frame's features to the list; handle varying number of detections\n",
    "            features.append(np.array(frame_features))\n",
    "        else:\n",
    "            features.append(np.array([]))\n",
    "\n",
    "        prev_gray = gray  # Update the previous frame for optical flow calculation\n",
    "\n",
    "    returdef calculate_mfr(features):\n",
    "    # Check if the features array is empty\n",
    "    if features.size == 0:\n",
    "        return np.array([])  # Return empty array if no features\n",
    "\n",
    "    # Calculate the mean of the features across all samples (rows)\n",
    "    mean_features = np.mean(features, axis=0)\n",
    "    return mean_features\n",
    "\n",
    "\n",
    "def preprocess_features_for_dtw(boxes):\n",
    "    # Access the raw tensor data from the 'Boxes' object\n",
    "    if hasattr(boxes, 'data'):\n",
    "        box_data = boxes.data\n",
    "    else:\n",
    "        raise ValueError(\"Boxes object does not have 'data' attribute\")\n",
    "\n",
    "    # Check if the box data tensor is empty\n",
    "    if box_data.numel() == 0:\n",
    "        return np.array([])  # Return an empty array if no boxes\n",
    "\n",
    "    # Calculate centers, areas, and aspect ratios from the tensor\n",
    "    centers_x = (box_data[:, 0] + box_data[:, 2]) / 2\n",
    "    centers_y = (box_data[:, 1] + box_data[:, 3]) / 2\n",
    "    widths = box_data[:, 2] - box_data[:, 0]\n",
    "    heights = box_data[:, 3] - box_data[:, 1]\n",
    "    areas = widths * heights\n",
    "    aspect_ratios = widths / heights\n",
    "\n",
    "    # Combine the features into a single tensor before converting to NumPy\n",
    "    features = torch.stack((centers_x, centers_y, areas, aspect_ratios), dim=1)\n",
    "\n",
    "    # Convert the tensor to NumPy array after moving it to CPU\n",
    "    features_array = features.cpu().numpy()\n",
    "\n",
    "    return features_array\n",
    "\n",
    "def calculate_mfr(features):\n",
    "    # Flatten all feature arrays into a single list\n",
    "    all_features = [item for sublist in features for item in sublist if item.size > 0]\n",
    "    if not all_features:\n",
    "        return np.array([])  # Return empty array if no features\n",
    "\n",
    "    # Stack all features into a single NumPy array and calculate the mean\n",
    "    all_features = np.vstack(all_features)\n",
    "    mean_features = np.mean(all_features, axis=0)\n",
    "    return mean_features\n",
    "\n",
    "def apply_pca_to_features(features, sampling_interval=30, variance_threshold=0.50):\n",
    "    # Flatten the feature sets and ensure they're sampled at a reasonable rate\n",
    "    sampled_features = [f for feature_set in features for f in feature_set if f.size > 0][::sampling_interval]\n",
    "    if not sampled_features:\n",
    "        print(\"No features available for PCA.\")\n",
    "        return None\n",
    "\n",
    "    # Stack features into a matrix\n",
    "    feature_matrix = np.vstack(sampled_features)\n",
    "\n",
    "    # Initialize PCA with the variance threshold\n",
    "    pca = PCA(n_components=variance_threshold)  # Adjust n_components to capture the specified variance\n",
    "\n",
    "    # Apply PCA\n",
    "    return pca.fit_transform(feature_matrix)\n",
    "\n",
    "\n",
    "# Function to calculate the Earth Mover's Distance (EMD)\n",
    "def calculate_emd(features1, features2):\n",
    "    # Check if either distribution is empty\n",
    "    if features1.size == 0 or features2.size == 0:\n",
    "        # Return a high value to indicate no comparison possible\n",
    "        return float('inf')\n",
    "\n",
    "    # Calculate and return the Earth Mover's Distance\n",
    "    return wasserstein_distance(features1, features2)\n",
    "\n",
    "def calculate_mte(features1, features2):\n",
    "    # Calculate DTW distance\n",
    "    distance, path = fastdtw(features1, features2)\n",
    "    return distance\n",
    "\n",
    "def calculate_emd_and_mte(f1, f2):\n",
    "    emd = calculate_emd(f1, f2)\n",
    "    mte = calculate_mte(f1, f2)\n",
    "    return emd, mte\n",
    "\n",
    "# Function to process all frames using multithreading\n",
    "def process_frames(video1_features, video2_features):\n",
    "    emd_scores = defaultdict(list)  # Use defaultdict for easier structure\n",
    "    mte_scores = defaultdict(list) \n",
    "    total_tasks = len(video1_features) * len(video2_features)\n",
    "    completed_tasks = 0\n",
    "\n",
    "    with ThreadPoolExecutor(max_workers=None) as executor:\n",
    "        # Submit tasks without immediately waiting for results \n",
    "        futures = {executor.submit(calculate_emd_and_mte, f1, f2): (i, j)\n",
    "                   for i, f1 in enumerate(video1_features) \n",
    "                   for j, f2 in enumerate(video2_features)}\n",
    "\n",
    "        # Process results as they become available\n",
    "        for future in as_completed(futures):\n",
    "            i, j = futures[future]\n",
    "            try:\n",
    "                emd, mte = future.result()  # Get result when ready\n",
    "                emd_scores[i].append(emd)\n",
    "                mte_scores[i].append(mte)\n",
    "                completed_tasks += 1\n",
    "\n",
    "                if completed_tasks % 10 == 0:\n",
    "                    print(f\"Progress: {completed_tasks / total_tasks * 100:.2f}% completed\") \n",
    "\n",
    "            except Exception as exc:\n",
    "                print(f'Task generated an exception: {exc}') \n",
    "\n",
    "    # Convert defaultdict to list of lists (if needed)\n",
    "    # emd_scores = [emd_scores[i] for i in range(len(video1_features))]\n",
    "    # mte_scores = [mte_scores[i] for i in range(len(video1_features))]\n",
    "\n",
    "    return emd_scores, mte_scores"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "b6892ff5-6d19-4b7a-81a5-e04e0a5ce817",
   "metadata": {},
   "outputs": [],
   "source": [
    "def apply_pca_to_features(features, sampling_interval=30):\n",
    "    # Flatten the feature sets and ensure they're sampled at a reasonable rate\n",
    "    sampled_features = [f for feature_set in features for f in feature_set if f.size > 0][::sampling_interval]\n",
    "    if not sampled_features:\n",
    "        print(\"No features available for PCA.\")\n",
    "        return None\n",
    "\n",
    "    # Stack features into a matrix\n",
    "    feature_matrix = np.vstack(sampled_features)\n",
    "\n",
    "    # Initialize PCA with the variance threshold\n",
    "    pca = PCA(n_components=int(len(feature_matrix)/2))  # Adjust n_components to capture the specified variance\n",
    "\n",
    "    # Apply PCA\n",
    "    return pca.fit_transform(feature_matrix)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "da4291a2-4ac3-4a07-9ff5-665889fca01e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "0: 640x640 (no detections), 7.5ms\n",
      "Speed: 4.0ms preprocess, 7.5ms inference, 1285.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 7.3ms\n",
      "Speed: 2.1ms preprocess, 7.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 8.0ms\n",
      "Speed: 2.0ms preprocess, 8.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 7.0ms\n",
      "Speed: 2.0ms preprocess, 7.0ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 7.7ms\n",
      "Speed: 2.5ms preprocess, 7.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 13.5ms\n",
      "Speed: 3.5ms preprocess, 13.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 7.0ms\n",
      "Speed: 3.5ms preprocess, 7.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 8.1ms\n",
      "Speed: 2.5ms preprocess, 8.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 12.6ms\n",
      "Speed: 2.5ms preprocess, 12.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 6.5ms\n",
      "Speed: 2.0ms preprocess, 6.5ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 8.5ms\n",
      "Speed: 2.5ms preprocess, 8.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 6.8ms\n",
      "Speed: 3.0ms preprocess, 6.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 11.9ms\n",
      "Speed: 3.5ms preprocess, 11.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 6.7ms\n",
      "Speed: 2.0ms preprocess, 6.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 7.7ms\n",
      "Speed: 2.0ms preprocess, 7.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 7.5ms\n",
      "Speed: 2.1ms preprocess, 7.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 6.5ms\n",
      "Speed: 2.0ms preprocess, 6.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 8.6ms\n",
      "Speed: 4.0ms preprocess, 8.6ms inference, 1.7ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 6.3ms\n",
      "Speed: 2.0ms preprocess, 6.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 7.0ms\n",
      "Speed: 2.0ms preprocess, 7.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 7.2ms\n",
      "Speed: 3.3ms preprocess, 7.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 6.5ms\n",
      "Speed: 2.0ms preprocess, 6.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 6.5ms\n",
      "Speed: 3.0ms preprocess, 6.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 9.9ms\n",
      "Speed: 3.3ms preprocess, 9.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 12.0ms\n",
      "Speed: 2.0ms preprocess, 12.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 9.6ms\n",
      "Speed: 3.0ms preprocess, 9.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 7.2ms\n",
      "Speed: 2.0ms preprocess, 7.2ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 9.5ms\n",
      "Speed: 2.0ms preprocess, 9.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 9.0ms\n",
      "Speed: 2.0ms preprocess, 9.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 6.5ms\n",
      "Speed: 2.4ms preprocess, 6.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 12.1ms\n",
      "Speed: 2.4ms preprocess, 12.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 9.6ms\n",
      "Speed: 7.0ms preprocess, 9.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 29.7ms\n",
      "Speed: 6.5ms preprocess, 29.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 29.6ms\n",
      "Speed: 4.2ms preprocess, 29.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 53.3ms\n",
      "Speed: 5.0ms preprocess, 53.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 53.8ms\n",
      "Speed: 5.6ms preprocess, 53.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 55.4ms\n",
      "Speed: 4.9ms preprocess, 55.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 56.1ms\n",
      "Speed: 5.4ms preprocess, 56.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 57.6ms\n",
      "Speed: 5.5ms preprocess, 57.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 57.4ms\n",
      "Speed: 9.6ms preprocess, 57.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 66.2ms\n",
      "Speed: 6.8ms preprocess, 66.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 7.8ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.6ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.1ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 6.1ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.9ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.8ms preprocess, 59.0ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 68.3ms\n",
      "Speed: 6.0ms preprocess, 68.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 7.6ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.5ms preprocess, 59.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.6ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 4.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.4ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.3ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.7ms\n",
      "Speed: 5.5ms preprocess, 60.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.0ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 7.0ms preprocess, 59.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.6ms preprocess, 59.7ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.7ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.2ms preprocess, 58.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.2ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.0ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.2ms preprocess, 58.8ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.1ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 61.0ms\n",
      "Speed: 5.0ms preprocess, 61.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.1ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.1ms preprocess, 60.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 7.0ms preprocess, 60.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.4ms preprocess, 59.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 5.5ms preprocess, 60.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.3ms\n",
      "Speed: 5.1ms preprocess, 58.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.9ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.5ms preprocess, 59.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.4ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 4.7ms preprocess, 59.0ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.1ms\n",
      "Speed: 5.5ms preprocess, 58.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.2ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.6ms preprocess, 59.8ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.5ms preprocess, 58.5ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.0ms preprocess, 58.6ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.9ms preprocess, 58.7ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.1ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 7.1ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 4.7ms preprocess, 60.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 4.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.3ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.2ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.2ms\n",
      "Speed: 6.5ms preprocess, 60.2ms inference, 53.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 12.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 7.1ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 6.6ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.6ms preprocess, 59.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.5ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 7.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.6ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.5ms preprocess, 60.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 7.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.2ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.2ms\n",
      "Speed: 5.0ms preprocess, 58.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 6.2ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 4.9ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.6ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.3ms\n",
      "Speed: 5.5ms preprocess, 58.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 61.8ms\n",
      "Speed: 12.4ms preprocess, 61.8ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.6ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 6.0ms preprocess, 60.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.7ms\n",
      "Speed: 6.2ms preprocess, 60.7ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.6ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 6.5ms preprocess, 58.7ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.8ms\n",
      "Speed: 6.5ms preprocess, 60.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 6.2ms preprocess, 60.4ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.6ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.9ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 9.6ms preprocess, 60.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.9ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 8.0ms preprocess, 60.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 7.5ms preprocess, 58.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 7.0ms preprocess, 59.4ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.1ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 61.4ms\n",
      "Speed: 6.5ms preprocess, 61.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.5ms preprocess, 59.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.6ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.5ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.0ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.1ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.0ms\n",
      "Speed: 6.9ms preprocess, 58.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.7ms\n",
      "Speed: 6.0ms preprocess, 60.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.3ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 4.5ms preprocess, 58.6ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.3ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 5.6ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 4.5ms preprocess, 58.7ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 60.1ms\n",
      "Speed: 6.0ms preprocess, 60.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.1ms\n",
      "Speed: 5.6ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 6.3ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.0ms\n",
      "Speed: 7.4ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.5ms\n",
      "Speed: 4.6ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.7ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.2ms\n",
      "Speed: 5.3ms preprocess, 60.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 5.3ms preprocess, 58.9ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 60.5ms\n",
      "Speed: 6.5ms preprocess, 60.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.2ms\n",
      "Speed: 5.3ms preprocess, 59.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 58.5ms\n",
      "Speed: 5.5ms preprocess, 58.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 4 Hazels, 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 4 Hazels, 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.6ms\n",
      "Speed: 6.3ms preprocess, 59.6ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 58.9ms\n",
      "Speed: 4.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 60.1ms\n",
      "Speed: 7.5ms preprocess, 60.1ms inference, 4.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 3.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.2ms\n",
      "Speed: 6.2ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 58.7ms\n",
      "Speed: 7.0ms preprocess, 58.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 7.0ms preprocess, 58.7ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.9ms\n",
      "Speed: 7.0ms preprocess, 58.9ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 60.0ms\n",
      "Speed: 8.4ms preprocess, 60.0ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 60.0ms\n",
      "Speed: 5.5ms preprocess, 60.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.7ms\n",
      "Speed: 4.8ms preprocess, 59.7ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.4ms\n",
      "Speed: 7.0ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.5ms\n",
      "Speed: 7.1ms preprocess, 58.5ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.5ms\n",
      "Speed: 6.4ms preprocess, 59.5ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 4 Hazels, 59.7ms\n",
      "Speed: 5.3ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 4 Hazels, 58.5ms\n",
      "Speed: 5.5ms preprocess, 58.5ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.8ms\n",
      "Speed: 5.3ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.3ms\n",
      "Speed: 4.0ms preprocess, 60.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.5ms\n",
      "Speed: 6.5ms preprocess, 59.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.2ms\n",
      "Speed: 5.5ms preprocess, 58.2ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.4ms preprocess, 58.8ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 4.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 7.5ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 4.5ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 60.0ms\n",
      "Speed: 5.0ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.4ms\n",
      "Speed: 4.9ms preprocess, 58.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.3ms\n",
      "Speed: 5.0ms preprocess, 58.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.8ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.4ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 7.6ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.4ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.5ms preprocess, 59.3ms inference, 5.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.1ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.6ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.0ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.7ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.1ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 8.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.6ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.5ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.6ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.6ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 5.5ms preprocess, 58.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.9ms preprocess, 59.4ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.7ms preprocess, 58.6ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.2ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.7ms preprocess, 59.9ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.1ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.5ms preprocess, 60.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 6.3ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.2ms\n",
      "Speed: 5.1ms preprocess, 58.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 6.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.3ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 4.5ms preprocess, 58.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.9ms\n",
      "Speed: 5.5ms preprocess, 60.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 9.6ms preprocess, 60.1ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 61.3ms\n",
      "Speed: 8.6ms preprocess, 61.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 8.6ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.3ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 6.0ms preprocess, 58.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.2ms preprocess, 59.3ms inference, 2.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.3ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.2ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.6ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.7ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 58.3ms\n",
      "Speed: 4.9ms preprocess, 58.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.6ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 5.1ms preprocess, 60.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.2ms\n",
      "Speed: 5.0ms preprocess, 60.2ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.2ms\n",
      "Speed: 6.5ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 6.4ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 4.5ms preprocess, 58.9ms inference, 2.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.3ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.6ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.7ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.3ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.1ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 4.7ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 5.8ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 4.6ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.6ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 7.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.0ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 5.0ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 5.6ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 5.0ms preprocess, 60.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 5.2ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 6.6ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.1ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.3ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.5ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.1ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 6.5ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.0ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.3ms preprocess, 59.1ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.6ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.1ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.1ms preprocess, 59.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 4.6ms preprocess, 60.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 7.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.8ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.4ms preprocess, 59.2ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.7ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 7.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 7.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.4ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 7.5ms preprocess, 58.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 57.8ms\n",
      "Speed: 5.5ms preprocess, 57.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.2ms\n",
      "Speed: 5.5ms preprocess, 58.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.4ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 6.0ms preprocess, 60.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 7.5ms preprocess, 58.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 7.2ms preprocess, 58.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.2ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.5ms preprocess, 60.0ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.8ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.0ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 3.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.4ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 60.1ms\n",
      "Speed: 4.9ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 59.2ms\n",
      "Speed: 5.2ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 59.4ms\n",
      "Speed: 5.1ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.2ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 5.0ms preprocess, 60.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 7.1ms preprocess, 58.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.1ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 0.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.3ms\n",
      "Speed: 4.5ms preprocess, 58.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 4.1ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 4.5ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.0ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 4.9ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.6ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.2ms preprocess, 59.6ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.7ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.5ms preprocess, 60.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.9ms preprocess, 59.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.3ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.2ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.5ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.7ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.1ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 4.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.6ms preprocess, 59.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.3ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.6ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 7.5ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.6ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.7ms preprocess, 59.6ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.4ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.8ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.9ms preprocess, 59.3ms inference, 0.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.4ms preprocess, 59.0ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.9ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 8.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.7ms preprocess, 59.4ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 8.0ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.4ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.1ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.8ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 7.0ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 5.6ms preprocess, 60.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.3ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.5ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.1ms preprocess, 59.6ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.4ms\n",
      "Speed: 5.5ms preprocess, 58.4ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.4ms\n",
      "Speed: 6.5ms preprocess, 58.4ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.2ms\n",
      "Speed: 4.0ms preprocess, 60.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 4.6ms preprocess, 59.0ms inference, 1.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 4.0ms preprocess, 59.7ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.0ms preprocess, 58.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 7.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.7ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.1ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.0ms preprocess, 60.0ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.5ms\n",
      "Speed: 6.5ms preprocess, 60.5ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.4ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.0ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 7.0ms preprocess, 59.3ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 6.0ms preprocess, 58.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.4ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.1ms\n",
      "Speed: 6.0ms preprocess, 58.1ms inference, 1.7ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 7.5ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 7.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.6ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 6.5ms preprocess, 59.0ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 5.2ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.4ms\n",
      "Speed: 5.0ms preprocess, 60.4ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 4.6ms preprocess, 58.8ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 5.3ms preprocess, 59.0ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.1ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 7.0ms preprocess, 59.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 4.6ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 6.7ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 4.5ms preprocess, 58.9ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 8.2ms preprocess, 60.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.7ms\n",
      "Speed: 6.5ms preprocess, 60.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.6ms preprocess, 60.0ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.3ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 6.5ms preprocess, 60.2ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 7.3ms preprocess, 60.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.2ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.4ms preprocess, 58.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.1ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.6ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.6ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 7.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.6ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.6ms preprocess, 59.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.6ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.6ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.6ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.2ms preprocess, 59.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.4ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 7.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.0ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 5.5ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 6.0ms preprocess, 58.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.6ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.7ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.6ms preprocess, 59.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.5ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 7.6ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.6ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.7ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 5.0ms preprocess, 58.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.6ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.0ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 7.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.7ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.3ms preprocess, 60.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 7.1ms preprocess, 59.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.6ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.1ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.6ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.3ms preprocess, 59.5ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 7.4ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.5ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 4.5ms preprocess, 60.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.0ms preprocess, 58.5ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.6ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.6ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.1ms\n",
      "Speed: 5.5ms preprocess, 58.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.2ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.0ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.8ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 10.0ms preprocess, 59.7ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 10.9ms preprocess, 60.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 7.5ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.5ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 9.6ms preprocess, 59.1ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 6.0ms preprocess, 60.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.3ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.2ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.7ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.1ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.1ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 9.6ms preprocess, 60.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.6ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 4.5ms preprocess, 60.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.4ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.8ms preprocess, 59.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 6.5ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.2ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.1ms preprocess, 58.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 4.0ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.6ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 4.6ms preprocess, 58.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.1ms\n",
      "Speed: 5.0ms preprocess, 58.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.1ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.4ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.5ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 5.5ms preprocess, 58.4ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.7ms preprocess, 58.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.2ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.0ms preprocess, 59.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 2.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 8.2ms preprocess, 60.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 8.5ms preprocess, 59.6ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.6ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 6.0ms preprocess, 60.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.7ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.1ms preprocess, 60.1ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.5ms preprocess, 59.6ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.4ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 8.5ms preprocess, 58.6ms inference, 3.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.3ms\n",
      "Speed: 6.0ms preprocess, 58.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.7ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 6.5ms preprocess, 60.1ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.3ms\n",
      "Speed: 7.0ms preprocess, 58.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.6ms preprocess, 60.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 7.0ms preprocess, 59.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.6ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.7ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 10.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.0ms preprocess, 58.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.5ms preprocess, 59.6ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 6.5ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 10.7ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 8.0ms preprocess, 60.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.0ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 61.3ms\n",
      "Speed: 9.1ms preprocess, 61.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.9ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.4ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.3ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.4ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.5ms preprocess, 59.2ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 8.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.7ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 7.2ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 7.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.6ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.1ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.6ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.2ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 6.0ms preprocess, 60.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.6ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 7.0ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 6.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 2.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.6ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.7ms preprocess, 58.8ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 7.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 7.1ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 7.5ms preprocess, 59.2ms inference, 2.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 7.5ms preprocess, 60.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.8ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 6.5ms preprocess, 60.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.9ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 6.5ms preprocess, 60.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.2ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.6ms preprocess, 60.1ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 4.5ms preprocess, 59.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 7.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.5ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 4.5ms preprocess, 58.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.0ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.2ms preprocess, 59.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.9ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.9ms\n",
      "Speed: 7.6ms preprocess, 60.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 15.2ms preprocess, 60.5ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.0ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 7.6ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.2ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.6ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 7.5ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 4.5ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.3ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.6ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 61.2ms\n",
      "Speed: 4.5ms preprocess, 61.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.6ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.1ms\n",
      "Speed: 5.4ms preprocess, 58.1ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 5.9ms preprocess, 58.4ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.7ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 4.9ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 4.5ms preprocess, 58.9ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 4.0ms preprocess, 58.7ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.1ms preprocess, 58.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 5.0ms preprocess, 60.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 7.3ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.1ms preprocess, 59.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 4.5ms preprocess, 58.6ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.5ms preprocess, 58.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.4ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 5.5ms preprocess, 60.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.4ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 5.5ms preprocess, 60.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.7ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.0ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.6ms preprocess, 59.3ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 4.0ms preprocess, 60.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.4ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 60.2ms\n",
      "Speed: 5.0ms preprocess, 60.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 58.4ms\n",
      "Speed: 6.5ms preprocess, 58.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 59.4ms\n",
      "Speed: 4.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 58.5ms\n",
      "Speed: 6.0ms preprocess, 58.5ms inference, 2.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 60.2ms\n",
      "Speed: 4.0ms preprocess, 60.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.6ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.1ms preprocess, 59.9ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.5ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 5.5ms preprocess, 60.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 7.2ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.1ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.8ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 59.3ms\n",
      "Speed: 6.1ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 59.3ms\n",
      "Speed: 6.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 59.6ms\n",
      "Speed: 7.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.7ms preprocess, 60.1ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 4.5ms preprocess, 60.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 5.5ms preprocess, 58.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.1ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.1ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.3ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.7ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 5.0ms preprocess, 58.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 4.8ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.2ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 4.5ms preprocess, 58.4ms inference, 2.7ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.4ms preprocess, 59.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 5.6ms preprocess, 60.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.6ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.0ms preprocess, 58.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.2ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.6ms preprocess, 59.5ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.6ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.6ms preprocess, 58.9ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.5ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 6.0ms preprocess, 60.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.6ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.3ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.3ms\n",
      "Speed: 5.0ms preprocess, 58.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.0ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.2ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 4.0ms preprocess, 60.2ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.7ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.3ms preprocess, 59.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 5.1ms preprocess, 60.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.4ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 5.5ms preprocess, 58.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 0.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 7.3ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 6.0ms preprocess, 60.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.1ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.8ms preprocess, 58.8ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 4.5ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 4.0ms preprocess, 60.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 6.0ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.6ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 7.5ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.3ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.1ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.4ms preprocess, 58.7ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 7.2ms preprocess, 58.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.9ms preprocess, 59.1ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.1ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.9ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 7.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.4ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.0ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.0ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 6.1ms preprocess, 60.4ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.5ms preprocess, 59.4ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.1ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.4ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.6ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.0ms preprocess, 59.8ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.0ms preprocess, 58.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.2ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.6ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 5.5ms preprocess, 58.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.6ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.4ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.7ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.9ms preprocess, 59.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.2ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.4ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.6ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 4.0ms preprocess, 60.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 4.5ms preprocess, 58.6ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.3ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 8.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.8ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 7.0ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.5ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.2ms\n",
      "Speed: 5.0ms preprocess, 58.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.4ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.3ms preprocess, 58.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.8ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 5.0ms preprocess, 60.5ms inference, 0.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 6.0ms preprocess, 58.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.6ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.1ms preprocess, 60.0ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.3ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 4.0ms preprocess, 60.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.1ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.6ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.2ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.1ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.7ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.7ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 6.0ms preprocess, 58.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.6ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 7.5ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.9ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 7.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 6.0ms preprocess, 58.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.7ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.2ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.8ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 4.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.4ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.6ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 6.5ms preprocess, 58.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 7.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.2ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.7ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.4ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.7ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 7.0ms preprocess, 59.1ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 4.0ms preprocess, 60.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.3ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.6ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.8ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.7ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.3ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 7.6ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 4.0ms preprocess, 60.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.5ms preprocess, 58.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.6ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.4ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.0ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.1ms preprocess, 59.3ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.2ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.6ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 5.0ms preprocess, 58.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 6.0ms preprocess, 60.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.5ms preprocess, 59.4ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.8ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 5.5ms preprocess, 60.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 4.5ms preprocess, 58.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.7ms\n",
      "Speed: 5.5ms preprocess, 60.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.8ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 7.5ms preprocess, 58.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.8ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 4.5ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.1ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.3ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.2ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.1ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.2ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.5ms preprocess, 60.1ms inference, 0.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.4ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.2ms preprocess, 59.0ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.5ms preprocess, 59.2ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.3ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.2ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 4.5ms preprocess, 58.8ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.2ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.0ms preprocess, 60.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.1ms\n",
      "Speed: 5.5ms preprocess, 58.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 4.0ms preprocess, 60.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.4ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 8.0ms preprocess, 60.0ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.0ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.4ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 7.6ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 7.6ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.6ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.4ms preprocess, 59.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.6ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 7.1ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.5ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.9ms preprocess, 59.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.7ms\n",
      "Speed: 6.0ms preprocess, 60.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.6ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.6ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.5ms preprocess, 59.9ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.1ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.0ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.1ms preprocess, 58.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 0.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.2ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.4ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.1ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.6ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 7.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 7.5ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 4.5ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.2ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 7.5ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 8.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 6.0ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.4ms preprocess, 59.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 7.6ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 8.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.5ms preprocess, 58.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.3ms preprocess, 58.9ms inference, 1.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 7.2ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.7ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 6.0ms preprocess, 60.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.1ms preprocess, 59.4ms inference, 2.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 5.0ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 7.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 6.5ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.1ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.4ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.8ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.6ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.3ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.9ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 9.6ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 7.6ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 5.0ms preprocess, 60.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.1ms preprocess, 59.4ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.6ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.1ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.6ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.3ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.2ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.4ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.7ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.9ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.7ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.6ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 4.0ms preprocess, 60.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.9ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.0ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.6ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.8ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.2ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 6.4ms preprocess, 60.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.4ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 4.0ms preprocess, 60.2ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 6.0ms preprocess, 58.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 8.2ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 7.0ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.5ms preprocess, 59.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.5ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.8ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 4.0ms preprocess, 60.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.7ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.1ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 4.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.2ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.2ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.2ms preprocess, 59.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.7ms\n",
      "Speed: 5.5ms preprocess, 60.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.6ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.5ms preprocess, 60.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.3ms\n",
      "Speed: 5.6ms preprocess, 58.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.2ms preprocess, 59.3ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.2ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.2ms preprocess, 58.9ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 8.5ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.8ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.6ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.2ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.1ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 4.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.1ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.2ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.3ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.7ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.7ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.9ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.0ms preprocess, 58.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 4.0ms preprocess, 60.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.3ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 4.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 5.5ms preprocess, 60.5ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 8.1ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.4ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.4ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.4ms preprocess, 59.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 7.0ms preprocess, 59.5ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.8ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.4ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 6.0ms preprocess, 58.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 5.0ms preprocess, 58.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.6ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.9ms preprocess, 60.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.0ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.6ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.1ms preprocess, 59.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.0ms preprocess, 59.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.9ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.5ms preprocess, 60.1ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 7.1ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.6ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.6ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.8ms preprocess, 59.2ms inference, 1.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 6.6ms preprocess, 60.4ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.0ms preprocess, 59.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.1ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.0ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.2ms preprocess, 58.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.4ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 5.5ms preprocess, 58.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 7.0ms preprocess, 59.2ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.9ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.6ms preprocess, 59.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.2ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.5ms preprocess, 59.1ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 4.5ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 3.5ms preprocess, 58.4ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.3ms preprocess, 60.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.1ms preprocess, 58.8ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 7.4ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 7.0ms preprocess, 59.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 6.6ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.7ms\n",
      "Speed: 5.5ms preprocess, 60.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 8.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 9.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 5.3ms preprocess, 60.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 7.1ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 7.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.4ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 8.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 4.0ms preprocess, 60.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 6.0ms preprocess, 60.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.6ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 61.7ms\n",
      "Speed: 9.2ms preprocess, 61.7ms inference, 5.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 5.5ms preprocess, 60.6ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.5ms preprocess, 59.5ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.2ms preprocess, 58.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 4.6ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.5ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Jennie, 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Jennie, 60.0ms\n",
      "Speed: 5.0ms preprocess, 60.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Jennie, 60.0ms\n",
      "Speed: 5.0ms preprocess, 60.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.2ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.4ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 4.6ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 11.6ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 7.7ms preprocess, 60.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 2.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.6ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.5ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.0ms preprocess, 60.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.7ms preprocess, 59.6ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 7.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 9.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 6.0ms preprocess, 60.1ms inference, 3.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 5.5ms preprocess, 58.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.9ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.9ms preprocess, 59.8ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.5ms preprocess, 60.2ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.8ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.0ms preprocess, 58.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 8.5ms preprocess, 60.6ms inference, 4.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 10.5ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.6ms preprocess, 58.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.5ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.0ms preprocess, 59.9ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.2ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.6ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.5ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.7ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.2ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.1ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.9ms preprocess, 59.5ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.6ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.1ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.5ms preprocess, 60.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 7.5ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.7ms preprocess, 59.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.5ms preprocess, 58.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.3ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.1ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.4ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 5.2ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.6ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.4ms\n",
      "Speed: 5.1ms preprocess, 58.4ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 7.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 59.4ms\n",
      "Speed: 5.3ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.4ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 4.7ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 59.4ms\n",
      "Speed: 5.6ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Spring, 59.1ms\n",
      "Speed: 5.6ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.1ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.9ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.2ms\n",
      "Speed: 5.2ms preprocess, 59.2ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 4.5ms preprocess, 58.9ms inference, 2.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.5ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 4.0ms preprocess, 59.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.2ms preprocess, 59.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 7.5ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.0ms preprocess, 58.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 7.6ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.0ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 5.2ms preprocess, 60.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.1ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.1ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 7.0ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 7.2ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.6ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 5.0ms preprocess, 60.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 7.0ms preprocess, 59.6ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.1ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 7.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 5.7ms preprocess, 60.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.4ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.6ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.0ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.4ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.4ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.9ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 4.0ms preprocess, 60.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.3ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 7.5ms preprocess, 59.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.2ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.7ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 4.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.9ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.7ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 7.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 4.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.6ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.1ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.1ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 7.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.0ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 7.5ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 4.0ms preprocess, 60.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.2ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 5.5ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 6.0ms preprocess, 58.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.6ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.2ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.3ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.3ms preprocess, 58.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.6ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 6.8ms preprocess, 60.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.5ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.7ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 0.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.0ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.1ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.7ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.2ms preprocess, 59.9ms inference, 0.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.6ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.4ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.0ms\n",
      "Speed: 7.5ms preprocess, 58.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 4.0ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 5.0ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.6ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.3ms preprocess, 58.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 6.5ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.8ms\n",
      "Speed: 6.5ms preprocess, 60.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.3ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.2ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 6.0ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.5ms preprocess, 58.7ms inference, 1.7ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.7ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 5.0ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.7ms preprocess, 59.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.5ms preprocess, 59.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.6ms preprocess, 58.8ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.6ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.1ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 7.0ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.1ms\n",
      "Speed: 5.5ms preprocess, 58.1ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.1ms preprocess, 59.7ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 4.0ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.6ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.6ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 5.0ms preprocess, 60.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 5.5ms preprocess, 58.4ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.1ms preprocess, 59.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 61.4ms\n",
      "Speed: 9.0ms preprocess, 61.4ms inference, 6.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 7.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.3ms\n",
      "Speed: 5.6ms preprocess, 58.3ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 9.5ms preprocess, 60.3ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 7.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 4.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 6.0ms preprocess, 60.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 7.4ms preprocess, 59.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 61.1ms\n",
      "Speed: 6.2ms preprocess, 61.1ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.9ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.4ms preprocess, 59.7ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 73.0ms\n",
      "Speed: 5.0ms preprocess, 73.0ms inference, 15.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 13.1ms preprocess, 60.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 5.5ms preprocess, 60.3ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.3ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 8.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 8.2ms preprocess, 58.8ms inference, 2.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.3ms\n",
      "Speed: 6.0ms preprocess, 58.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.4ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 6.0ms preprocess, 58.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 7.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.0ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.1ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.2ms\n",
      "Speed: 5.0ms preprocess, 60.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.8ms preprocess, 58.9ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.1ms\n",
      "Speed: 5.5ms preprocess, 58.1ms inference, 2.7ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.0ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.0ms preprocess, 58.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.4ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.6ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.6ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.2ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 6.0ms preprocess, 60.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.0ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.1ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.1ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.4ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.4ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.1ms preprocess, 58.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.1ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.7ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.2ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.7ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.4ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 7.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.5ms preprocess, 60.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.5ms\n",
      "Speed: 6.5ms preprocess, 58.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 5.8ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.5ms preprocess, 59.3ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.6ms preprocess, 59.6ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.4ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.0ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 12.0ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 4.6ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 6.6ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 6.6ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.6ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 7.1ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 4.9ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 2.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 4.6ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.4ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.2ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.0ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.6ms preprocess, 59.9ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 6.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 7.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.0ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.6ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 7.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.2ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.2ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 6.0ms preprocess, 60.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 6.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 6.5ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 4.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.2ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 61.1ms\n",
      "Speed: 6.5ms preprocess, 61.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.4ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.2ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 7.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 7.3ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.6ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 8.5ms preprocess, 59.5ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 62.2ms\n",
      "Speed: 7.2ms preprocess, 62.2ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.1ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.6ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 61.2ms\n",
      "Speed: 9.6ms preprocess, 61.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.9ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 4.7ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 5.3ms preprocess, 60.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.2ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.0ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.3ms\n",
      "Speed: 5.4ms preprocess, 58.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.0ms preprocess, 60.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.2ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.1ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.2ms\n",
      "Speed: 5.5ms preprocess, 58.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.6ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.6ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.5ms preprocess, 60.1ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.3ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.3ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.0ms preprocess, 60.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.4ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.5ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.6ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.6ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.9ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 8.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.3ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.1ms preprocess, 59.2ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 7.0ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.5ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 5.0ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 7.1ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.2ms\n",
      "Speed: 5.6ms preprocess, 58.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.5ms preprocess, 60.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.0ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.3ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.5ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.3ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.5ms preprocess, 59.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.5ms preprocess, 59.4ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.3ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.2ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.6ms preprocess, 58.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 7.1ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.6ms preprocess, 59.8ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.6ms preprocess, 60.1ms inference, 0.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.6ms preprocess, 59.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 8.8ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.6ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.9ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.6ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.6ms preprocess, 59.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 6.5ms preprocess, 60.0ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.3ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.8ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 6.4ms preprocess, 60.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.6ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.4ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 7.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.6ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.0ms preprocess, 58.5ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.9ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 6.8ms preprocess, 60.2ms inference, 3.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 4.0ms preprocess, 60.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.6ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.3ms\n",
      "Speed: 6.5ms preprocess, 58.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.6ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.4ms preprocess, 59.2ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 7.6ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 8.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 65.6ms\n",
      "Speed: 6.5ms preprocess, 65.6ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 72.2ms\n",
      "Speed: 5.9ms preprocess, 72.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 5.1ms preprocess, 60.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 66.6ms\n",
      "Speed: 7.1ms preprocess, 66.6ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 65.8ms\n",
      "Speed: 6.2ms preprocess, 65.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 67.1ms\n",
      "Speed: 5.5ms preprocess, 67.1ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 2.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 7.6ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.1ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 8.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.6ms preprocess, 59.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.5ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 8.4ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.2ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.8ms preprocess, 59.8ms inference, 7.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 6.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.4ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 7.0ms preprocess, 59.2ms inference, 12.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 5.0ms preprocess, 58.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 6.5ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 7.0ms preprocess, 58.8ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 65.9ms\n",
      "Speed: 4.6ms preprocess, 65.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.0ms preprocess, 58.5ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 6.1ms preprocess, 60.1ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 7.2ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.1ms\n",
      "Speed: 5.5ms preprocess, 58.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.7ms\n",
      "Speed: 5.1ms preprocess, 60.7ms inference, 4.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 8.5ms preprocess, 59.8ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 63.2ms\n",
      "Speed: 6.5ms preprocess, 63.2ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.5ms preprocess, 60.2ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 7.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.8ms\n",
      "Speed: 5.5ms preprocess, 60.8ms inference, 4.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.2ms preprocess, 59.6ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.0ms preprocess, 60.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 1.8ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.0ms preprocess, 60.0ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 4.5ms preprocess, 60.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.3ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 65.1ms\n",
      "Speed: 5.5ms preprocess, 65.1ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.7ms\n",
      "Speed: 4.5ms preprocess, 60.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.9ms preprocess, 59.3ms inference, 6.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.9ms preprocess, 59.3ms inference, 6.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.0ms preprocess, 59.7ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 6.4ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.3ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.8ms preprocess, 59.6ms inference, 3.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.1ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 61.7ms\n",
      "Speed: 5.6ms preprocess, 61.7ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 7.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 5.3ms preprocess, 59.0ms inference, 5.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 5.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.2ms preprocess, 59.3ms inference, 5.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.1ms preprocess, 59.5ms inference, 5.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.5ms\n",
      "Speed: 5.9ms preprocess, 60.5ms inference, 5.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.2ms\n",
      "Speed: 7.0ms preprocess, 60.2ms inference, 6.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.6ms preprocess, 58.6ms inference, 5.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 6.0ms preprocess, 58.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 7.5ms preprocess, 60.0ms inference, 5.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.7ms\n",
      "Speed: 7.1ms preprocess, 60.7ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 61.4ms\n",
      "Speed: 8.5ms preprocess, 61.4ms inference, 4.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 5.4ms preprocess, 60.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 6.5ms preprocess, 60.1ms inference, 3.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.7ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.6ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.1ms\n",
      "Speed: 5.5ms preprocess, 58.1ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 7.6ms preprocess, 60.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.1ms preprocess, 59.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.0ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 2.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 7.5ms preprocess, 60.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 6.0ms preprocess, 60.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.2ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.4ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.8ms\n",
      "Speed: 5.5ms preprocess, 60.8ms inference, 5.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 62.3ms\n",
      "Speed: 9.5ms preprocess, 62.3ms inference, 29.7ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 7.7ms preprocess, 59.7ms inference, 62.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.5ms preprocess, 60.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.0ms preprocess, 60.0ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 9.6ms preprocess, 59.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 7.8ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 7.4ms preprocess, 60.3ms inference, 6.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.6ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.5ms preprocess, 59.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 5.5ms preprocess, 60.4ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.9ms\n",
      "Speed: 5.6ms preprocess, 60.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 6.6ms preprocess, 60.1ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.8ms\n",
      "Speed: 4.5ms preprocess, 60.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 7.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.0ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 6.5ms preprocess, 60.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 61.2ms\n",
      "Speed: 5.5ms preprocess, 61.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 7.5ms preprocess, 59.4ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.5ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 4.6ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 63.7ms\n",
      "Speed: 6.0ms preprocess, 63.7ms inference, 1.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 4.0ms preprocess, 59.8ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 61.1ms\n",
      "Speed: 5.8ms preprocess, 61.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Jennie, 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Jennie, 58.8ms\n",
      "Speed: 6.5ms preprocess, 58.8ms inference, 5.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Jennie, 63.8ms\n",
      "Speed: 10.8ms preprocess, 63.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Jennie, 60.6ms\n",
      "Speed: 5.0ms preprocess, 60.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Jennie, 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Jennie, 58.6ms\n",
      "Speed: 5.0ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 1 Jennie, 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 1 Jennie, 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 1 Jennie, 59.5ms\n",
      "Speed: 5.6ms preprocess, 59.5ms inference, 3.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.3ms\n",
      "Speed: 6.0ms preprocess, 58.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 1 Jennie, 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 7.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 4.7ms preprocess, 58.8ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.3ms preprocess, 59.5ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.2ms\n",
      "Speed: 5.5ms preprocess, 58.2ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.2ms\n",
      "Speed: 4.0ms preprocess, 60.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 6.5ms preprocess, 58.7ms inference, 5.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.6ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 4.9ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 7.1ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.1ms preprocess, 59.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 6.0ms preprocess, 60.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 5.0ms preprocess, 60.5ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 5.0ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 6.0ms preprocess, 60.0ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 4.0ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.8ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.4ms\n",
      "Speed: 7.6ms preprocess, 60.4ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.6ms preprocess, 59.8ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.7ms\n",
      "Speed: 6.6ms preprocess, 60.7ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 64.7ms\n",
      "Speed: 6.5ms preprocess, 64.7ms inference, 8.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 4.5ms preprocess, 60.0ms inference, 7.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.3ms\n",
      "Speed: 8.5ms preprocess, 60.3ms inference, 5.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 6.7ms preprocess, 59.8ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 5.6ms preprocess, 58.6ms inference, 8.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 8.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 61.3ms\n",
      "Speed: 5.5ms preprocess, 61.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.5ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 7.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 5.3ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.5ms preprocess, 60.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.5ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.2ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.0ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.0ms preprocess, 60.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 7.2ms preprocess, 59.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.2ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 7.4ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.7ms\n",
      "Speed: 9.5ms preprocess, 60.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 61.7ms\n",
      "Speed: 8.1ms preprocess, 61.7ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.7ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 6.1ms preprocess, 60.0ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.7ms\n",
      "Speed: 5.5ms preprocess, 60.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.4ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.6ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 5.5ms preprocess, 58.4ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 7.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.7ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.6ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 7.0ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.6ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.1ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.8ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 4.5ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 7.3ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.3ms\n",
      "Speed: 5.6ms preprocess, 58.3ms inference, 2.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.0ms preprocess, 59.7ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.5ms preprocess, 59.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.0ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.9ms\n",
      "Speed: 12.0ms preprocess, 60.9ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 10.6ms preprocess, 60.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.2ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.7ms\n",
      "Speed: 6.0ms preprocess, 60.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 7.3ms preprocess, 58.9ms inference, 6.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 62.2ms\n",
      "Speed: 5.6ms preprocess, 62.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.3ms preprocess, 59.6ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 7.5ms preprocess, 59.2ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.4ms preprocess, 59.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.9ms\n",
      "Speed: 6.5ms preprocess, 60.9ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 5.5ms preprocess, 60.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 7.8ms preprocess, 58.8ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 6.0ms preprocess, 60.1ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 2.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 61.4ms\n",
      "Speed: 6.5ms preprocess, 61.4ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 7.5ms preprocess, 59.2ms inference, 4.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 7.0ms preprocess, 59.2ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 10.5ms preprocess, 59.8ms inference, 6.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 5.6ms preprocess, 59.9ms inference, 6.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 6.7ms preprocess, 60.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 5.0ms preprocess, 60.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 8.0ms preprocess, 58.4ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 4.5ms preprocess, 58.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.4ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.2ms\n",
      "Speed: 5.5ms preprocess, 58.2ms inference, 3.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.9ms preprocess, 59.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.5ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 8.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.0ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.6ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.3ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 6.6ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.3ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.7ms\n",
      "Speed: 5.5ms preprocess, 60.7ms inference, 5.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.2ms\n",
      "Speed: 5.5ms preprocess, 58.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.3ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 7.0ms preprocess, 60.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 7.3ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.0ms preprocess, 60.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.6ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.3ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.5ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.8ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.5ms preprocess, 60.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.9ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 7.1ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.5ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 7.0ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.3ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.4ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.0ms preprocess, 59.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 7.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 6.1ms preprocess, 59.2ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 7.5ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.6ms\n",
      "Speed: 5.0ms preprocess, 60.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.7ms preprocess, 58.8ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.5ms preprocess, 58.8ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.7ms preprocess, 60.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 6.1ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 8.0ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 7.8ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 62.1ms\n",
      "Speed: 6.5ms preprocess, 62.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 7.2ms preprocess, 59.8ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.8ms\n",
      "Speed: 7.0ms preprocess, 58.8ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.8ms\n",
      "Speed: 6.3ms preprocess, 58.8ms inference, 4.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.9ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.4ms\n",
      "Speed: 6.0ms preprocess, 58.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 3.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.6ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 7.5ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.3ms preprocess, 59.9ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.5ms preprocess, 60.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.5ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 61.2ms\n",
      "Speed: 4.5ms preprocess, 61.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.5ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 6.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 5.3ms preprocess, 60.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 6.5ms preprocess, 60.2ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.6ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.6ms preprocess, 58.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.4ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.5ms preprocess, 58.5ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 5.0ms preprocess, 60.3ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 11.1ms preprocess, 60.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.7ms\n",
      "Speed: 5.0ms preprocess, 60.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.3ms preprocess, 59.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.6ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 6.5ms preprocess, 60.0ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 5.0ms preprocess, 60.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.9ms\n",
      "Speed: 10.1ms preprocess, 60.9ms inference, 9.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.5ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.6ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.2ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.9ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.6ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.6ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.5ms preprocess, 60.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.5ms preprocess, 58.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.5ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.2ms\n",
      "Speed: 6.5ms preprocess, 58.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.5ms preprocess, 60.0ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.6ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.3ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 61.4ms\n",
      "Speed: 5.0ms preprocess, 61.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 60.3ms\n",
      "Speed: 6.5ms preprocess, 60.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 4 Hazels, 59.8ms\n",
      "Speed: 7.0ms preprocess, 59.8ms inference, 3.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 10.5ms preprocess, 60.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 9.5ms preprocess, 60.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.5ms\n",
      "Speed: 7.5ms preprocess, 60.5ms inference, 4.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 8.0ms preprocess, 59.1ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.1ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 4.0ms preprocess, 60.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.4ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 6.0ms preprocess, 58.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 4.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 4.6ms preprocess, 59.0ms inference, 2.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 6.5ms preprocess, 59.5ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.4ms\n",
      "Speed: 6.1ms preprocess, 59.4ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.1ms\n",
      "Speed: 5.6ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.4ms\n",
      "Speed: 5.7ms preprocess, 59.4ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 6.5ms preprocess, 59.2ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.9ms\n",
      "Speed: 4.9ms preprocess, 58.9ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.3ms\n",
      "Speed: 5.3ms preprocess, 60.3ms inference, 2.7ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.8ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 7.0ms preprocess, 59.0ms inference, 5.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.5ms preprocess, 60.1ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.6ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 7.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.3ms\n",
      "Speed: 5.6ms preprocess, 59.3ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 7.0ms preprocess, 59.6ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.7ms\n",
      "Speed: 7.6ms preprocess, 59.7ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.2ms\n",
      "Speed: 4.6ms preprocess, 59.2ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 60.3ms\n",
      "Speed: 5.5ms preprocess, 60.3ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 10.0ms preprocess, 59.9ms inference, 4.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.9ms\n",
      "Speed: 10.0ms preprocess, 60.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.4ms preprocess, 59.5ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.7ms\n",
      "Speed: 6.6ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 6.6ms preprocess, 59.5ms inference, 7.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.4ms\n",
      "Speed: 5.7ms preprocess, 60.4ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 7.5ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 8.5ms preprocess, 58.7ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.7ms\n",
      "Speed: 4.7ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 60.1ms\n",
      "Speed: 5.5ms preprocess, 60.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 7.1ms preprocess, 59.1ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.6ms\n",
      "Speed: 5.0ms preprocess, 58.6ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.2ms\n",
      "Speed: 5.7ms preprocess, 59.2ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.6ms\n",
      "Speed: 7.5ms preprocess, 60.6ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.4ms\n",
      "Speed: 8.5ms preprocess, 59.4ms inference, 7.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 7.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 3.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.7ms\n",
      "Speed: 4.5ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.5ms preprocess, 60.0ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 7.0ms preprocess, 60.4ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 7.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 4.5ms preprocess, 58.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 61.1ms\n",
      "Speed: 6.4ms preprocess, 61.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 7.6ms preprocess, 59.1ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.9ms\n",
      "Speed: 5.5ms preprocess, 60.9ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.2ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 4.5ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.9ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.3ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.5ms preprocess, 58.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 11.5ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.4ms\n",
      "Speed: 6.0ms preprocess, 58.4ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.6ms preprocess, 58.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.1ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 8.7ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 7.2ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 7.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 9.0ms preprocess, 60.0ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.7ms preprocess, 59.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.7ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.7ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.3ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 6.0ms preprocess, 58.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.3ms preprocess, 59.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 2.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 4.5ms preprocess, 58.9ms inference, 2.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.6ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 4.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 4.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.7ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 6.1ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.7ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.4ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.6ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.4ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.3ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.6ms preprocess, 59.0ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 5.5ms preprocess, 60.5ms inference, 4.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.2ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 8.6ms preprocess, 60.2ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 8.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.4ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.1ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 7.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 3.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 5.5ms preprocess, 60.0ms inference, 1.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 5.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 5.3ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 4.0ms preprocess, 59.7ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.2ms\n",
      "Speed: 4.0ms preprocess, 60.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.0ms preprocess, 59.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 6.4ms preprocess, 60.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.1ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 5.5ms preprocess, 58.4ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 6.6ms preprocess, 58.4ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 4.6ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.3ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 62.6ms\n",
      "Speed: 9.0ms preprocess, 62.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 5.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 8.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.5ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 4.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 5.6ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.1ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.6ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.6ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.6ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 7.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 7.6ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 6.9ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.7ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.3ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.7ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.3ms preprocess, 59.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.6ms preprocess, 59.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.0ms preprocess, 60.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.5ms preprocess, 58.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.7ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.0ms preprocess, 60.1ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 7.0ms preprocess, 59.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 10.5ms preprocess, 60.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 4.7ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 7.0ms preprocess, 59.1ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.6ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.7ms\n",
      "Speed: 10.2ms preprocess, 60.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.5ms preprocess, 58.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 4.4ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 10.6ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 4.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.0ms preprocess, 58.5ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.5ms\n",
      "Speed: 5.5ms preprocess, 58.5ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 10.6ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 5.0ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.6ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 4.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.4ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 4.6ms preprocess, 58.9ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 4.0ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.2ms\n",
      "Speed: 5.5ms preprocess, 58.2ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.1ms preprocess, 59.3ms inference, 2.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.1ms preprocess, 59.4ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.3ms\n",
      "Speed: 7.7ms preprocess, 60.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.8ms\n",
      "Speed: 7.0ms preprocess, 60.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.9ms\n",
      "Speed: 6.7ms preprocess, 58.9ms inference, 3.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.0ms preprocess, 60.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.1ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.9ms\n",
      "Speed: 9.6ms preprocess, 60.9ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 6.2ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 6.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 4.5ms preprocess, 59.0ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 8.4ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 4.9ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.3ms\n",
      "Speed: 4.5ms preprocess, 60.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 6.6ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 4.5ms preprocess, 60.1ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 7.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 60.1ms\n",
      "Speed: 5.5ms preprocess, 60.1ms inference, 3.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 60.8ms\n",
      "Speed: 11.0ms preprocess, 60.8ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.4ms\n",
      "Speed: 5.5ms preprocess, 58.4ms inference, 4.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.5ms\n",
      "Speed: 5.5ms preprocess, 58.5ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.0ms preprocess, 60.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.0ms preprocess, 60.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.1ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.9ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.0ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 4.0ms preprocess, 60.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.0ms preprocess, 59.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 5.1ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 8.6ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 6.9ms preprocess, 59.8ms inference, 3.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 7.5ms preprocess, 59.1ms inference, 5.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.4ms\n",
      "Speed: 7.5ms preprocess, 59.4ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.3ms preprocess, 59.2ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 7.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 60.2ms\n",
      "Speed: 5.4ms preprocess, 60.2ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 7.6ms preprocess, 58.8ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 3.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.1ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.3ms preprocess, 59.2ms inference, 2.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 4.6ms preprocess, 59.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.6ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 6.5ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.6ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 5.0ms preprocess, 60.3ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 6.2ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.6ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.4ms\n",
      "Speed: 4.6ms preprocess, 60.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.2ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.7ms preprocess, 60.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 7.0ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.6ms preprocess, 58.7ms inference, 3.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 7.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 6.5ms preprocess, 60.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.3ms preprocess, 59.6ms inference, 5.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 7.6ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 4.6ms preprocess, 59.1ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.6ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 6.5ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.2ms\n",
      "Speed: 4.5ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.9ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 6.4ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.9ms preprocess, 59.4ms inference, 2.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.1ms\n",
      "Speed: 5.5ms preprocess, 58.1ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.5ms\n",
      "Speed: 7.0ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.8ms\n",
      "Speed: 7.5ms preprocess, 58.8ms inference, 3.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.5ms\n",
      "Speed: 6.2ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.7ms\n",
      "Speed: 6.5ms preprocess, 58.7ms inference, 3.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 60.1ms\n",
      "Speed: 4.5ms preprocess, 60.1ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 6.4ms preprocess, 59.2ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.7ms\n",
      "Speed: 5.6ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 60.1ms\n",
      "Speed: 6.0ms preprocess, 60.1ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.8ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.7ms\n",
      "Speed: 7.0ms preprocess, 59.7ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.3ms\n",
      "Speed: 4.6ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 60.0ms\n",
      "Speed: 6.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 5.2ms preprocess, 58.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 7.5ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.1ms preprocess, 59.3ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.2ms\n",
      "Speed: 5.5ms preprocess, 58.2ms inference, 6.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.5ms\n",
      "Speed: 5.0ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.5ms\n",
      "Speed: 6.0ms preprocess, 58.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 5.6ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 6.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 6.1ms preprocess, 60.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.5ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.2ms preprocess, 59.2ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 7.1ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.6ms preprocess, 59.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.1ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.6ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 7.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 4.4ms preprocess, 59.5ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.3ms\n",
      "Speed: 4.7ms preprocess, 60.3ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.6ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 5.5ms preprocess, 60.0ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.4ms\n",
      "Speed: 6.6ms preprocess, 58.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 4.5ms preprocess, 60.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 4.9ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 6.5ms preprocess, 59.2ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.1ms\n",
      "Speed: 5.6ms preprocess, 59.1ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.2ms\n",
      "Speed: 5.4ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.0ms\n",
      "Speed: 6.5ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 60.0ms\n",
      "Speed: 5.0ms preprocess, 60.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 5.0ms preprocess, 60.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 4.5ms preprocess, 60.0ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 4.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.9ms preprocess, 59.7ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 6.1ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 4.0ms preprocess, 60.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.1ms\n",
      "Speed: 5.2ms preprocess, 59.1ms inference, 5.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 6.4ms preprocess, 59.1ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.3ms\n",
      "Speed: 5.7ms preprocess, 58.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.2ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 7.0ms preprocess, 59.1ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.9ms preprocess, 59.6ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 1.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.8ms\n",
      "Speed: 5.7ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 2.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 57.9ms\n",
      "Speed: 5.5ms preprocess, 57.9ms inference, 4.8ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 6.5ms preprocess, 59.1ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 5.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 3.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.3ms\n",
      "Speed: 5.6ms preprocess, 60.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.6ms\n",
      "Speed: 7.0ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.6ms\n",
      "Speed: 5.6ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.7ms\n",
      "Speed: 6.3ms preprocess, 59.7ms inference, 2.7ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.7ms\n",
      "Speed: 4.6ms preprocess, 59.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.4ms\n",
      "Speed: 5.7ms preprocess, 59.4ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 7.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 4.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.6ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.6ms\n",
      "Speed: 5.2ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 6.5ms preprocess, 60.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 61.3ms\n",
      "Speed: 4.0ms preprocess, 61.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.9ms\n",
      "Speed: 5.1ms preprocess, 59.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.6ms preprocess, 59.3ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 60.2ms\n",
      "Speed: 4.5ms preprocess, 60.2ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.3ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.4ms\n",
      "Speed: 7.0ms preprocess, 58.4ms inference, 3.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 6.5ms preprocess, 59.5ms inference, 2.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 5.4ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.5ms\n",
      "Speed: 4.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 6.2ms preprocess, 59.4ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.2ms\n",
      "Speed: 5.5ms preprocess, 60.2ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.4ms\n",
      "Speed: 6.6ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.9ms\n",
      "Speed: 7.0ms preprocess, 59.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.2ms\n",
      "Speed: 5.0ms preprocess, 60.2ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 7.0ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 60.0ms\n",
      "Speed: 4.6ms preprocess, 60.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.6ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 7.5ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 7.0ms preprocess, 59.1ms inference, 2.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.5ms\n",
      "Speed: 5.5ms preprocess, 58.5ms inference, 2.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.2ms\n",
      "Speed: 6.8ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.4ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 8.6ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 6.5ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 61.6ms\n",
      "Speed: 5.5ms preprocess, 61.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 5.0ms preprocess, 60.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 4.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 60.0ms\n",
      "Speed: 5.5ms preprocess, 60.0ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.1ms\n",
      "Speed: 8.0ms preprocess, 59.1ms inference, 3.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.4ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 8.0ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.6ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 7.0ms preprocess, 59.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 7.9ms preprocess, 59.2ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 7.0ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.6ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.2ms\n",
      "Speed: 7.0ms preprocess, 59.2ms inference, 2.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 4.8ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.6ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 3.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.6ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.0ms preprocess, 58.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 7.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 7.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.4ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.8ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.3ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.3ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.6ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.6ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.3ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.0ms preprocess, 58.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.0ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.5ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.4ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 5.5ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 7.4ms preprocess, 60.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 5.7ms preprocess, 60.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.4ms preprocess, 59.5ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 6.6ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 6.1ms preprocess, 59.0ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.8ms preprocess, 59.1ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.1ms\n",
      "Speed: 5.5ms preprocess, 58.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.2ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 57.8ms\n",
      "Speed: 5.5ms preprocess, 57.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.6ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.6ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.5ms preprocess, 59.0ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.9ms preprocess, 59.7ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 5.0ms preprocess, 60.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.0ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.0ms preprocess, 59.9ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.3ms\n",
      "Speed: 5.0ms preprocess, 58.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.4ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.2ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.5ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 6.6ms preprocess, 60.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 2.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 6.1ms preprocess, 58.9ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 7.5ms preprocess, 59.0ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.7ms preprocess, 58.8ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.2ms preprocess, 58.8ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.2ms preprocess, 59.0ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.3ms\n",
      "Speed: 6.5ms preprocess, 58.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 9.6ms preprocess, 59.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 8.4ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 7.0ms preprocess, 60.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.3ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 4.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 7.1ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.7ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 3.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 6.1ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 6.0ms preprocess, 60.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.2ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.7ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 7.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.3ms\n",
      "Speed: 5.5ms preprocess, 60.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.0ms preprocess, 59.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.8ms preprocess, 59.4ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.6ms preprocess, 58.7ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.1ms preprocess, 59.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.3ms\n",
      "Speed: 5.5ms preprocess, 58.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 7.6ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.6ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 7.0ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.2ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 6.6ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.4ms\n",
      "Speed: 6.1ms preprocess, 58.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.0ms preprocess, 59.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.5ms\n",
      "Speed: 6.5ms preprocess, 58.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.3ms\n",
      "Speed: 5.0ms preprocess, 58.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.1ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 2.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.2ms\n",
      "Speed: 5.7ms preprocess, 59.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.7ms\n",
      "Speed: 6.5ms preprocess, 59.7ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.2ms\n",
      "Speed: 7.5ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.6ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.5ms\n",
      "Speed: 6.0ms preprocess, 58.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.8ms preprocess, 59.5ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 8.0ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 6.4ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.2ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 7.0ms preprocess, 60.2ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 4.5ms preprocess, 60.2ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 8.1ms preprocess, 59.3ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.2ms\n",
      "Speed: 4.5ms preprocess, 60.2ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.5ms\n",
      "Speed: 7.5ms preprocess, 58.5ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.1ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 5.6ms preprocess, 59.0ms inference, 2.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.5ms\n",
      "Speed: 5.0ms preprocess, 58.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.6ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 6.5ms preprocess, 59.1ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 6.5ms preprocess, 59.1ms inference, 2.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.3ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.2ms\n",
      "Speed: 4.6ms preprocess, 60.2ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 6.5ms preprocess, 59.8ms inference, 2.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 2.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 5.0ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 8.5ms preprocess, 59.5ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.6ms preprocess, 58.7ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 2.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 7.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 6.3ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.6ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 6.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 5.5ms preprocess, 60.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.8ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.1ms preprocess, 59.2ms inference, 4.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 6.1ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 7.6ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 7.5ms preprocess, 59.7ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 4.9ms preprocess, 59.3ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.1ms preprocess, 59.3ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.6ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.5ms\n",
      "Speed: 5.5ms preprocess, 58.5ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 6.5ms preprocess, 59.2ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.5ms preprocess, 59.3ms inference, 2.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 6.4ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 6.5ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.3ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.5ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.6ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 7.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 4.5ms preprocess, 59.1ms inference, 2.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 6.0ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.3ms\n",
      "Speed: 5.5ms preprocess, 58.3ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 2.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 59.9ms\n",
      "Speed: 5.8ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 3 Hazels, 58.8ms\n",
      "Speed: 6.5ms preprocess, 58.8ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.9ms\n",
      "Speed: 6.5ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.4ms\n",
      "Speed: 5.7ms preprocess, 59.4ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 6.2ms preprocess, 58.6ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.1ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 6.1ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.4ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.4ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.1ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.7ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 7.0ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 5.5ms preprocess, 60.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.6ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 7.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.2ms\n",
      "Speed: 5.7ms preprocess, 58.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.6ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.2ms preprocess, 58.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.5ms preprocess, 58.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.0ms preprocess, 60.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.7ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.6ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.9ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 5.5ms preprocess, 60.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.2ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.5ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.7ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.1ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 6.5ms preprocess, 60.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 4.5ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 7.5ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.3ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 6.2ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.5ms\n",
      "Speed: 5.6ms preprocess, 59.5ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 7.3ms preprocess, 60.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.5ms preprocess, 58.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.2ms preprocess, 60.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.7ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.0ms\n",
      "Speed: 5.6ms preprocess, 58.0ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.9ms\n",
      "Speed: 5.3ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.8ms\n",
      "Speed: 7.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.8ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.7ms\n",
      "Speed: 5.7ms preprocess, 59.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 6.5ms preprocess, 59.6ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 5.7ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.6ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.2ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.9ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.5ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.1ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.5ms preprocess, 58.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.7ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 7.5ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 7.1ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.7ms preprocess, 59.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 7.6ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.4ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 5.6ms preprocess, 59.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.6ms preprocess, 59.5ms inference, 1.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 4.5ms preprocess, 60.0ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 6.4ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 2.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 7.1ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.9ms preprocess, 60.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.0ms preprocess, 58.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 5.5ms preprocess, 60.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 4.1ms preprocess, 60.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.7ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.6ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 5.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 6.0ms preprocess, 60.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.7ms\n",
      "Speed: 5.0ms preprocess, 60.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 7.1ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.3ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.5ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.2ms\n",
      "Speed: 5.5ms preprocess, 60.2ms inference, 5.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.7ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 4.5ms preprocess, 59.4ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.3ms\n",
      "Speed: 5.5ms preprocess, 58.3ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.6ms preprocess, 60.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.6ms preprocess, 59.4ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.7ms\n",
      "Speed: 8.6ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.5ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.1ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 7.7ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 7.6ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.1ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 5.5ms preprocess, 60.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.1ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.2ms preprocess, 59.1ms inference, 2.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 6.1ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.4ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 6.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.4ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 7.5ms preprocess, 59.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.9ms preprocess, 59.2ms inference, 1.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.0ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.6ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 6.1ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.5ms\n",
      "Speed: 4.7ms preprocess, 58.5ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.1ms\n",
      "Speed: 7.5ms preprocess, 58.1ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.4ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.7ms preprocess, 59.3ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 6.5ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 6.2ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 6.6ms preprocess, 58.8ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.6ms preprocess, 59.7ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 8.2ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.3ms\n",
      "Speed: 6.0ms preprocess, 60.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.0ms\n",
      "Speed: 5.0ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.4ms\n",
      "Speed: 5.1ms preprocess, 60.4ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 6.1ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 7.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 4.9ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 6.1ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 6.5ms preprocess, 59.9ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 6.5ms preprocess, 58.7ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.5ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.6ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.7ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.3ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 5.6ms preprocess, 58.6ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 6.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 7.0ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 7.3ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.1ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.3ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.5ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.1ms preprocess, 59.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.9ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.5ms preprocess, 59.3ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 7.7ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.2ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 5.2ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.4ms preprocess, 59.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 7.1ms preprocess, 59.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 4.7ms preprocess, 59.6ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.1ms\n",
      "Speed: 7.2ms preprocess, 58.1ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 1 Jennie, 59.3ms\n",
      "Speed: 6.1ms preprocess, 59.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 6.4ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 7.5ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 4.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 5.7ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.3ms\n",
      "Speed: 6.8ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 7.8ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.8ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 7.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.8ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 6.5ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 2.8ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 6.0ms preprocess, 58.8ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 7.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.1ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.0ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.4ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 7.0ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 6.3ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.1ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 6.8ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.2ms preprocess, 59.3ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 4.5ms preprocess, 58.8ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.3ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.3ms\n",
      "Speed: 5.0ms preprocess, 60.3ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.8ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.2ms\n",
      "Speed: 5.6ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 6.4ms preprocess, 59.1ms inference, 1.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 4.1ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 7.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.2ms\n",
      "Speed: 5.5ms preprocess, 60.2ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.4ms\n",
      "Speed: 6.2ms preprocess, 60.4ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 6.5ms preprocess, 59.6ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 7.1ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 4.9ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 4.5ms preprocess, 60.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.6ms\n",
      "Speed: 5.1ms preprocess, 60.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 60.2ms\n",
      "Speed: 7.5ms preprocess, 60.2ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 2 Hazels, 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.0ms\n",
      "Speed: 5.5ms preprocess, 58.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.3ms\n",
      "Speed: 6.6ms preprocess, 60.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 7.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 7.4ms preprocess, 60.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.9ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.9ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.8ms preprocess, 59.6ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.4ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.4ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.9ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 5.0ms preprocess, 60.5ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.4ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 6.5ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 6.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.4ms preprocess, 59.5ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.5ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.4ms preprocess, 59.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 5.5ms preprocess, 60.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.3ms\n",
      "Speed: 4.5ms preprocess, 60.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 6.6ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 4.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.6ms preprocess, 58.7ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.9ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 4.5ms preprocess, 60.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.0ms preprocess, 59.5ms inference, 2.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 6.4ms preprocess, 59.1ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.8ms\n",
      "Speed: 4.6ms preprocess, 60.8ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 4.0ms preprocess, 59.7ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 4.6ms preprocess, 60.1ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.5ms preprocess, 59.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 7.5ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 6.5ms preprocess, 58.6ms inference, 4.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 5.5ms preprocess, 58.6ms inference, 4.4ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.1ms\n",
      "Speed: 5.0ms preprocess, 60.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 7.0ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 7.2ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.8ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 4.6ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 6.5ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 6.0ms preprocess, 58.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 6.5ms preprocess, 60.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.0ms preprocess, 59.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 6.2ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.5ms\n",
      "Speed: 5.6ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.2ms\n",
      "Speed: 5.0ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 5.7ms preprocess, 58.8ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 6.6ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.7ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 5.7ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.4ms\n",
      "Speed: 7.6ms preprocess, 59.4ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 60.2ms\n",
      "Speed: 5.6ms preprocess, 60.2ms inference, 2.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.3ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.4ms\n",
      "Speed: 5.5ms preprocess, 58.4ms inference, 2.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 7.1ms preprocess, 59.7ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.2ms\n",
      "Speed: 5.5ms preprocess, 60.2ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.0ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 5.0ms preprocess, 60.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.7ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 6.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.9ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 61.4ms\n",
      "Speed: 6.5ms preprocess, 61.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.0ms\n",
      "Speed: 5.0ms preprocess, 59.0ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 0.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 6.0ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 6.2ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 5.5ms preprocess, 60.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 6.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.5ms preprocess, 59.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 4.5ms preprocess, 60.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.6ms\n",
      "Speed: 5.2ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.9ms\n",
      "Speed: 5.8ms preprocess, 58.9ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 6.3ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 5.5ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.8ms\n",
      "Speed: 5.0ms preprocess, 58.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 4.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 7.0ms preprocess, 59.8ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.2ms\n",
      "Speed: 5.5ms preprocess, 58.2ms inference, 3.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.8ms\n",
      "Speed: 6.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.9ms\n",
      "Speed: 6.0ms preprocess, 60.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 4.6ms preprocess, 59.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.0ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.5ms preprocess, 59.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.0ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.1ms\n",
      "Speed: 8.6ms preprocess, 60.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 7.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 5.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.5ms preprocess, 58.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.5ms\n",
      "Speed: 5.8ms preprocess, 58.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 7.2ms preprocess, 59.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.4ms preprocess, 58.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.2ms\n",
      "Speed: 5.6ms preprocess, 59.2ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.2ms\n",
      "Speed: 5.0ms preprocess, 58.2ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 4.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.2ms preprocess, 58.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 7.5ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 7.1ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.7ms\n",
      "Speed: 6.5ms preprocess, 60.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.7ms\n",
      "Speed: 6.5ms preprocess, 58.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 4.0ms preprocess, 59.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.5ms\n",
      "Speed: 5.5ms preprocess, 60.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.7ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 5.5ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.4ms preprocess, 59.2ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 6.6ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 5.0ms preprocess, 59.4ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 7.0ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 7.3ms preprocess, 59.4ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.1ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.6ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 5.2ms preprocess, 59.0ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 5.0ms preprocess, 59.9ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.1ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 4.5ms preprocess, 60.0ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 6.3ms preprocess, 59.8ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.0ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.9ms\n",
      "Speed: 6.0ms preprocess, 59.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.0ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.5ms\n",
      "Speed: 5.5ms preprocess, 59.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.0ms\n",
      "Speed: 6.5ms preprocess, 59.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 3.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.6ms\n",
      "Speed: 6.0ms preprocess, 58.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.4ms\n",
      "Speed: 7.5ms preprocess, 60.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.9ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 5.0ms preprocess, 59.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.0ms\n",
      "Speed: 6.0ms preprocess, 60.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.6ms\n",
      "Speed: 6.0ms preprocess, 59.6ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.2ms\n",
      "Speed: 5.0ms preprocess, 59.2ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.7ms\n",
      "Speed: 7.5ms preprocess, 59.7ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 0.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 58.3ms\n",
      "Speed: 7.5ms preprocess, 58.3ms inference, 3.6ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 7.6ms preprocess, 59.4ms inference, 2.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.6ms\n",
      "Speed: 7.3ms preprocess, 59.6ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.3ms\n",
      "Speed: 4.5ms preprocess, 59.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 6.9ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.7ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.1ms\n",
      "Speed: 5.5ms preprocess, 59.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 7.5ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.5ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.8ms\n",
      "Speed: 5.7ms preprocess, 59.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 60.6ms\n",
      "Speed: 9.9ms preprocess, 60.6ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 1 Hazel, 59.1ms\n",
      "Speed: 6.0ms preprocess, 59.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.3ms\n",
      "Speed: 5.5ms preprocess, 59.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.4ms\n",
      "Speed: 6.0ms preprocess, 59.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 59.7ms\n",
      "Speed: 6.4ms preprocess, 59.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.0ms preprocess, 58.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.8ms\n",
      "Speed: 5.5ms preprocess, 58.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 5.8ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
      "\n",
      "0: 640x640 (no detections), 58.9ms\n",
      "Speed: 7.5ms preprocess, 58.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n"
     ]
    }
   ],
   "source": [
    "# Extract frames from both videos\n",
    "video1_frame_gen = generate_frames('IC1-08nov-TGI-Hazel-Jennie-Spring.mp4')\n",
    "video2_frame_gen = generate_frames('IC3-TGO-08nov-Hazel-Georgia-Spring.mp4')\n",
    "video1_features = get_features(video1_frame_gen)\n",
    "video2_features = get_features(video2_frame_gen)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "4b962c58-2b2b-4da8-a01e-fd35846592d4",
   "metadata": {},
   "outputs": [],
   "source": [
    "def calculate_mfr(features):\n",
    "    # Check if the features array is empty\n",
    "    if features.size == 0:\n",
    "        return np.array([])  # Return empty array if no features\n",
    "\n",
    "    # Calculate the mean of the features across all samples (rows)\n",
    "    mean_features = np.mean(features, axis=0)\n",
    "    return mean_features\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "85d24283-a298-4b67-8e3f-56547c1647bb",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "645ddf96-1ffb-46f7-9f15-cbe416391ab3",
   "metadata": {},
   "outputs": [],
   "source": [
    "video1_pca = apply_pca_to_features(video1_features)\n",
    "video2_pca = apply_pca_to_features(video2_features)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "57e1c3f0-f016-48e4-b3fc-67c54423dad6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[    -218.97     -32.644     -8.2424      1.2183     -9.5549]\n",
      " [    -177.03     -31.816     -10.835     -1.8965     -4.5085]\n",
      " [    -133.57     -26.817      14.465     -5.6157     -10.429]\n",
      " [    -111.12     -27.456      15.991     -8.7062     -2.9866]\n",
      " [     381.46     -126.38     -13.882     -12.684       6.696]\n",
      " [    -80.848     -59.094      10.492     -8.5163      12.249]\n",
      " [    -103.73      27.794       7.312      2.4839      4.5265]\n",
      " [     195.19      160.38      41.365      8.2566      3.1007]\n",
      " [     374.43     -113.46     -6.0037      13.083     -10.096]\n",
      " [     82.835      294.91     -32.619     -4.4835    -0.82064]\n",
      " [    -208.64     -65.421     -18.041       16.86      11.823]]\n"
     ]
    }
   ],
   "source": [
    "print(video1_pca)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "d3bca81d-de88-4d2f-b0c7-8acfd5527793",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[50.748757017459184, 56.967048345142565, 50.49849952571025, 55.289637768961335, 53.38456977303421, 51.53465509166278, 57.63626590491933, 51.10127803887211, 98.96809641714505, 51.11715953469398, 55.98483987217032, 51.61230736926133, 51.84996378551565, 54.18597307348319, 54.27014218877592, 49.4476829275668, 53.25223000893573, 53.1658140923625, 51.857029189659706, 50.84729032760098, 50.21733230399632, 49.74922869645671, 49.684263446753874, 48.109190691348786, 50.50266453097629, 51.99182050695613, 51.52031225854704, 51.10511374779534, 51.13523356204074, 53.46875201810913, 52.82069120290756, 52.40146073887894], [42.32788257034932, 48.5461738980327, 42.07762507860039, 46.86876332185147, 44.963695325924334, 43.11378064455291, 49.215391457809474, 42.680403591762236, 90.54722197003518, 42.69628508758411, 47.563965425060445, 43.191432922151456, 43.42908933840579, 45.765098626373316, 45.84926774166605, 41.02680848045694, 44.83135556182586, 44.74493964525264, 43.436154742549824, 42.42641588049111, 41.796457856886455, 41.32835424934684, 41.263388999644, 39.68831624423892, 42.08179008386642, 43.57094605984626, 43.09943781143717, 42.684239300685476, 42.71435911493087, 45.047877570999255, 44.399816755797694, 43.98058629176907], [30.04413791551622, 35.90776300876727, 31.10797534297431, 34.62893518880126, 34.780972384206734, 33.55888046169982, 37.01815763139801, 31.345194137280906, 79.08805433577503, 30.642035006240377, 35.31021662208228, 31.998905724214968, 32.45505652774702, 35.710343362679744, 35.96612360919929, 30.688656679745364, 33.86199691632294, 34.45517887901013, 33.321746301899196, 32.02925283960883, 31.97381524433292, 31.28921075489677, 31.207041477714952, 29.64592907036596, 31.944125593033704, 32.58695566339202, 31.85471844389, 30.725206748722503, 30.161839213436835, 33.321592916982404, 32.83253585583486, 32.8790075773922], [24.829750747591767, 30.499303116749516, 26.181406413355145, 29.51158196931315, 29.854403454587562, 28.632311532080656, 31.710020122040973, 26.141239959150795, 73.77991682641799, 25.333897496883335, 30.19286340259417, 26.88155250472686, 27.33770330825892, 30.592990143191642, 30.848770389711184, 25.57130346025726, 28.744643696834835, 29.337825659522025, 28.204393082411094, 26.911899620120728, 26.856462024844813, 26.171857535408673, 26.08968825822685, 27.143593485500435, 26.826772373545598, 27.469602443903913, 26.7373652244019, 25.417069239365457, 25.000830029237235, 28.2042396974943, 27.71518263634676, 27.761654357904103], [94.80205840034077, 98.03099463363174, 99.28835653126397, 101.94724158399103, 103.48070749318518, 103.33033259861963, 100.10411085794264, 92.36407463409284, 75.4748236685706, 91.1125788528906, 101.98120246037993, 92.87684068177504, 93.73248482585446, 97.57632144915351, 98.3618193207142, 96.0049058455082, 93.90176267785995, 102.58558268311523, 98.36067624520874, 97.30354251674507, 97.94049943703445, 97.27384859184188, 97.25552224685481, 93.20189291694217, 98.00794134003664, 97.98817142923834, 97.04951296439006, 95.60406395323832, 94.73826490345223, 97.80424804292744, 97.1868721244399, 98.08000830630637], [27.080808014062416, 30.25080983857014, 25.120336995939475, 28.562321746649463, 29.50065367513345, 29.350278780567905, 32.21671666004116, 28.068816068689372, 74.98528854331322, 29.32622498611054, 29.74793257627837, 30.01731385789876, 30.160117147310213, 31.07362865627576, 31.34060593092179, 28.079708516125184, 31.205469895931486, 29.371413916990047, 28.263482857133486, 27.663161619928182, 27.94413229569494, 27.1461529259345, 27.15744931235404, 32.38520061701955, 28.137608130862624, 27.881588054807732, 27.08640124438201, 26.660344000727356, 25.333188894546364, 27.809378165722457, 27.306616958210885, 28.164171412528653], [18.9002900071621, 19.178923751767364, 23.062981543452526, 23.984263156007756, 26.142230542086285, 27.079891897894157, 25.24530254647695, 23.39953648539561, 66.44447717153284, 22.751635365676048, 22.681384763023555, 22.13861462514336, 21.978808491978334, 25.673482378786943, 25.240041006809804, 21.54811314964595, 21.600084567926814, 24.842794167121305, 21.032535738077982, 21.30982927081685, 22.55552974491424, 22.983649884532223, 23.203492161098062, 23.945556510005876, 22.22624088234602, 20.959535952128263, 20.979072411267047, 20.948742270778308, 20.281281476756998, 20.502868990275385, 20.410190815189946, 20.531400123250705], [84.5469156830869, 78.32862435540352, 84.79717317483582, 80.00603493158475, 81.91110292751188, 83.76101760888331, 77.65940679562674, 84.19439466167397, 77.73238850243949, 84.1785131658521, 79.31083282837577, 83.68336533128475, 83.44570891503042, 81.10969962706288, 81.02553051177016, 85.84798977297926, 82.04344269161035, 82.12985860818357, 83.4386435108864, 84.44838237294509, 85.07834039654976, 85.54644400408938, 85.61140925379222, 87.18648200919729, 84.7930081695698, 83.30385219358995, 83.77536044199904, 84.19055895275073, 84.16043913850534, 81.82692068243695, 82.47498149763852, 82.89421196166712], [89.99418577440812, 93.19055566665634, 94.294405309149, 97.02339875037197, 98.67472198834297, 98.52434709377744, 95.29812535310045, 87.55808912925065, 71.54779979368234, 86.07071532453286, 96.77627667199255, 88.0604444436165, 88.92649932101227, 92.77033594431131, 93.55583381587199, 91.19892034066599, 89.09577717301774, 97.77959717827304, 93.55469074036654, 92.49755701190284, 93.13451393219223, 92.46786308699967, 92.44953674201261, 90.01076656736281, 93.20195583519444, 93.18218592439612, 92.24352745954786, 90.79807844839613, 89.80115945789197, 92.81587646350579, 92.03227088591824, 93.27402280146416], [78.17303948517174, 77.3704691877119, 77.02340246920281, 76.84086086709638, 78.8399944122717, 79.02243425526879, 75.01842280119908, 75.56858768389132, 61.20750578114537, 76.70416533709766, 76.5674920200511, 77.64877408661368, 77.78968004574004, 75.01843718487112, 76.01888150984458, 78.89074543016565, 77.5879152171924, 77.9027272720727, 79.24018980101954, 78.9585612333464, 79.1407235301152, 78.7917475188784, 79.12554710786881, 80.82713737520818, 79.3572985536232, 78.79305202374297, 78.16038297727327, 77.24953225621132, 76.86838827672045, 78.68966941948241, 78.31607930464295, 79.55848139651243], [53.93978682991267, 58.63852024664692, 55.038088173643466, 57.7692744760523, 59.41840485283743, 59.26802995827189, 60.98166476924132, 56.22005177526751, 103.7502366525134, 55.047288271313384, 58.8679814799924, 55.946605610841424, 56.61071948721963, 60.414978299727835, 60.681955574373866, 55.820865665088576, 57.80350316174713, 58.71276356044213, 57.604832500585566, 56.45815689672203, 57.21634647540152, 56.48750256938658, 56.49879895580611, 53.24328630826116, 57.23418353649684, 57.2229376982598, 56.34167344948485, 55.35192624597722, 53.90413297140472, 56.969223116022555, 56.11297984947648, 56.96988412747072]]\n"
     ]
    }
   ],
   "source": [
    "print(emd_scores)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "f2203d25-97a3-486b-bce1-7a5d3a8e7d02",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "MFR Video 1: [-3.3589e-14  5.6843e-14 -4.1018e-14 -1.9378e-15 -4.6831e-15]\n",
      "MFR Video 2: [-3.0198e-14  1.8652e-14           0 -1.7694e-16  -1.249e-16 -1.3878e-16 -2.3592e-16 -1.1102e-16   -1.36e-15 -2.7756e-15  8.1185e-16 -3.6082e-16  4.9266e-16  1.5266e-16 -4.3021e-16  5.9588e-16]\n",
      "EMD Scores: [[50.748757017459184, 56.967048345142565, 50.49849952571025, 55.289637768961335, 53.38456977303421, 51.53465509166278, 57.63626590491933, 51.10127803887211, 98.96809641714505, 51.11715953469398, 55.98483987217032, 51.61230736926133, 51.84996378551565, 54.18597307348319, 54.27014218877592, 49.4476829275668, 53.25223000893573, 53.1658140923625, 51.857029189659706, 50.84729032760098, 50.21733230399632, 49.74922869645671, 49.684263446753874, 48.109190691348786, 50.50266453097629, 51.99182050695613, 51.52031225854704, 51.10511374779534, 51.13523356204074, 53.46875201810913, 52.82069120290756, 52.40146073887894], [42.32788257034932, 48.5461738980327, 42.07762507860039, 46.86876332185147, 44.963695325924334, 43.11378064455291, 49.215391457809474, 42.680403591762236, 90.54722197003518, 42.69628508758411, 47.563965425060445, 43.191432922151456, 43.42908933840579, 45.765098626373316, 45.84926774166605, 41.02680848045694, 44.83135556182586, 44.74493964525264, 43.436154742549824, 42.42641588049111, 41.796457856886455, 41.32835424934684, 41.263388999644, 39.68831624423892, 42.08179008386642, 43.57094605984626, 43.09943781143717, 42.684239300685476, 42.71435911493087, 45.047877570999255, 44.399816755797694, 43.98058629176907], [30.04413791551622, 35.90776300876727, 31.10797534297431, 34.62893518880126, 34.780972384206734, 33.55888046169982, 37.01815763139801, 31.345194137280906, 79.08805433577503, 30.642035006240377, 35.31021662208228, 31.998905724214968, 32.45505652774702, 35.710343362679744, 35.96612360919929, 30.688656679745364, 33.86199691632294, 34.45517887901013, 33.321746301899196, 32.02925283960883, 31.97381524433292, 31.28921075489677, 31.207041477714952, 29.64592907036596, 31.944125593033704, 32.58695566339202, 31.85471844389, 30.725206748722503, 30.161839213436835, 33.321592916982404, 32.83253585583486, 32.8790075773922], [24.829750747591767, 30.499303116749516, 26.181406413355145, 29.51158196931315, 29.854403454587562, 28.632311532080656, 31.710020122040973, 26.141239959150795, 73.77991682641799, 25.333897496883335, 30.19286340259417, 26.88155250472686, 27.33770330825892, 30.592990143191642, 30.848770389711184, 25.57130346025726, 28.744643696834835, 29.337825659522025, 28.204393082411094, 26.911899620120728, 26.856462024844813, 26.171857535408673, 26.08968825822685, 27.143593485500435, 26.826772373545598, 27.469602443903913, 26.7373652244019, 25.417069239365457, 25.000830029237235, 28.2042396974943, 27.71518263634676, 27.761654357904103], [94.80205840034077, 98.03099463363174, 99.28835653126397, 101.94724158399103, 103.48070749318518, 103.33033259861963, 100.10411085794264, 92.36407463409284, 75.4748236685706, 91.1125788528906, 101.98120246037993, 92.87684068177504, 93.73248482585446, 97.57632144915351, 98.3618193207142, 96.0049058455082, 93.90176267785995, 102.58558268311523, 98.36067624520874, 97.30354251674507, 97.94049943703445, 97.27384859184188, 97.25552224685481, 93.20189291694217, 98.00794134003664, 97.98817142923834, 97.04951296439006, 95.60406395323832, 94.73826490345223, 97.80424804292744, 97.1868721244399, 98.08000830630637], [27.080808014062416, 30.25080983857014, 25.120336995939475, 28.562321746649463, 29.50065367513345, 29.350278780567905, 32.21671666004116, 28.068816068689372, 74.98528854331322, 29.32622498611054, 29.74793257627837, 30.01731385789876, 30.160117147310213, 31.07362865627576, 31.34060593092179, 28.079708516125184, 31.205469895931486, 29.371413916990047, 28.263482857133486, 27.663161619928182, 27.94413229569494, 27.1461529259345, 27.15744931235404, 32.38520061701955, 28.137608130862624, 27.881588054807732, 27.08640124438201, 26.660344000727356, 25.333188894546364, 27.809378165722457, 27.306616958210885, 28.164171412528653], [18.9002900071621, 19.178923751767364, 23.062981543452526, 23.984263156007756, 26.142230542086285, 27.079891897894157, 25.24530254647695, 23.39953648539561, 66.44447717153284, 22.751635365676048, 22.681384763023555, 22.13861462514336, 21.978808491978334, 25.673482378786943, 25.240041006809804, 21.54811314964595, 21.600084567926814, 24.842794167121305, 21.032535738077982, 21.30982927081685, 22.55552974491424, 22.983649884532223, 23.203492161098062, 23.945556510005876, 22.22624088234602, 20.959535952128263, 20.979072411267047, 20.948742270778308, 20.281281476756998, 20.502868990275385, 20.410190815189946, 20.531400123250705], [84.5469156830869, 78.32862435540352, 84.79717317483582, 80.00603493158475, 81.91110292751188, 83.76101760888331, 77.65940679562674, 84.19439466167397, 77.73238850243949, 84.1785131658521, 79.31083282837577, 83.68336533128475, 83.44570891503042, 81.10969962706288, 81.02553051177016, 85.84798977297926, 82.04344269161035, 82.12985860818357, 83.4386435108864, 84.44838237294509, 85.07834039654976, 85.54644400408938, 85.61140925379222, 87.18648200919729, 84.7930081695698, 83.30385219358995, 83.77536044199904, 84.19055895275073, 84.16043913850534, 81.82692068243695, 82.47498149763852, 82.89421196166712], [89.99418577440812, 93.19055566665634, 94.294405309149, 97.02339875037197, 98.67472198834297, 98.52434709377744, 95.29812535310045, 87.55808912925065, 71.54779979368234, 86.07071532453286, 96.77627667199255, 88.0604444436165, 88.92649932101227, 92.77033594431131, 93.55583381587199, 91.19892034066599, 89.09577717301774, 97.77959717827304, 93.55469074036654, 92.49755701190284, 93.13451393219223, 92.46786308699967, 92.44953674201261, 90.01076656736281, 93.20195583519444, 93.18218592439612, 92.24352745954786, 90.79807844839613, 89.80115945789197, 92.81587646350579, 92.03227088591824, 93.27402280146416], [78.17303948517174, 77.3704691877119, 77.02340246920281, 76.84086086709638, 78.8399944122717, 79.02243425526879, 75.01842280119908, 75.56858768389132, 61.20750578114537, 76.70416533709766, 76.5674920200511, 77.64877408661368, 77.78968004574004, 75.01843718487112, 76.01888150984458, 78.89074543016565, 77.5879152171924, 77.9027272720727, 79.24018980101954, 78.9585612333464, 79.1407235301152, 78.7917475188784, 79.12554710786881, 80.82713737520818, 79.3572985536232, 78.79305202374297, 78.16038297727327, 77.24953225621132, 76.86838827672045, 78.68966941948241, 78.31607930464295, 79.55848139651243], [53.93978682991267, 58.63852024664692, 55.038088173643466, 57.7692744760523, 59.41840485283743, 59.26802995827189, 60.98166476924132, 56.22005177526751, 103.7502366525134, 55.047288271313384, 58.8679814799924, 55.946605610841424, 56.61071948721963, 60.414978299727835, 60.681955574373866, 55.820865665088576, 57.80350316174713, 58.71276356044213, 57.604832500585566, 56.45815689672203, 57.21634647540152, 56.48750256938658, 56.49879895580611, 53.24328630826116, 57.23418353649684, 57.2229376982598, 56.34167344948485, 55.35192624597722, 53.90413297140472, 56.969223116022555, 56.11297984947648, 56.96988412747072]]\n",
      "MTE Scores: [[258.1639975030901, 395.07218151434625, 329.10387577382295, 359.5877756374936, 320.8077892143096, 310.9164464925153, 374.06557426268813, 441.1770704199972, 1020.4605981938756, 461.8535861603217, 326.06779806563475, 433.3834562103748, 428.9288729031036, 339.14509127284896, 349.0910627676032, 255.72272806626444, 436.87810620013556, 301.5856546209756, 270.4536660378077, 272.4957266971047, 267.26027874095644, 274.97810547977826, 278.6196274196522, 483.12309229809836, 277.96604595533074, 280.7269083514778, 285.8723750252662, 310.9056483222145, 320.83611653655305, 285.9145972807821, 288.08954817650414, 268.7763912611747], [228.35105543707598, 375.5753074199925, 277.6522798519352, 311.5074790671635, 286.8987987017854, 260.2696379590223, 347.8869987466956, 383.2446998081214, 972.8697062823508, 416.0326124139749, 300.87694017835526, 395.9866416822536, 384.52532018728186, 311.358623670281, 321.7135146319534, 202.52489759697812, 403.42559344837025, 261.5684551973168, 246.63021665004482, 235.39616837105294, 221.77520014035863, 227.13454076449386, 225.31211859185365, 372.4295817372637, 218.28924087444835, 241.63536576263678, 245.64464606418522, 261.1456523344337, 279.6701421454774, 248.46100694210278, 244.7875795732576, 231.9316411564381], [181.66146724554244, 338.50105599418475, 233.11828800765855, 278.557089291441, 262.28157262623677, 237.4489390742457, 329.04226632004884, 353.3746863241858, 966.2645038669492, 359.78915609502843, 312.48746669525275, 348.0896405270582, 354.4458794712637, 328.5261923228761, 317.4558141867089, 214.45618461921828, 374.9021578146387, 278.6981754725175, 223.144082729913, 205.8663777040174, 196.81010017759294, 192.95085965687502, 186.99233554479346, 305.49327665632114, 197.1479916814099, 222.74765807794552, 225.94252104351858, 232.14670133265426, 223.01694045759854, 243.0305150926814, 224.18908741825175, 215.6262867582298], [157.9209217958878, 284.77136209038974, 209.2668851803458, 242.28648247498066, 220.24345730912586, 194.97136953622896, 276.9726758926291, 296.5208454878033, 912.7121558192066, 293.1959012019628, 257.16622872774997, 287.755109396315, 282.7046530856974, 277.66782605379245, 268.8442641914139, 158.64845651243357, 303.66821860811837, 222.58793450961275, 175.0748569379571, 166.81070116702014, 148.60180860046657, 157.3248907598619, 154.1775415567464, 299.1907386479737, 153.58530988014076, 177.21165994389358, 186.02274641178488, 194.6506664277321, 190.59809428762404, 190.53641059641905, 175.41973737731144, 162.47616295389173], [656.6719352054993, 506.60760668489365, 561.5575104766056, 613.7679508403737, 610.0905122621596, 595.9230685134434, 565.2386780004215, 454.72525586844887, 498.05682705086787, 448.11962051447813, 539.0820539062714, 436.5411661015261, 437.82069800650294, 474.03237511175263, 481.56756828142403, 661.1785769706589, 420.82081843437135, 539.6764223106314, 649.930859884723, 664.3828601863686, 675.642644994907, 685.7619947932584, 688.3952502951503, 499.15589192869663, 685.483254220348, 673.5121538858612, 673.1601407870979, 708.2417020696527, 703.4820137922474, 657.0533152591712, 669.5621758547094, 657.4170464011256], [204.3232727795594, 242.13066382146985, 175.49928611341898, 274.8522426663693, 252.796830832318, 258.0679414945951, 328.78750707915685, 284.14708450822127, 974.6910140101188, 328.77053177983464, 265.5592517585312, 321.07402173125865, 315.6677644675618, 304.4692690292354, 281.13270072490656, 189.643110452701, 316.6065535249305, 270.74416947383054, 167.8956236504028, 165.08774114614073, 151.99890779924812, 152.1834584278586, 150.93120977282905, 311.484641951874, 156.40183708916254, 160.54763015995803, 164.05433983421193, 169.54915097440517, 162.54222382525, 164.1822936018278, 155.04462957672985, 164.4694172466199], [97.35770170292176, 227.89560982575028, 274.9074787584745, 240.1010417173372, 208.33796149689064, 227.72159280312974, 243.36464392512323, 328.7872237959836, 836.542855500469, 318.7884944470728, 220.74581741287616, 272.2565986224951, 264.0371586892784, 318.1287667285289, 298.1953626704316, 106.74991998382305, 251.29173300641136, 220.45748687972937, 81.09936463052341, 89.01398996201081, 98.68378583835138, 115.74079346425107, 115.17746640884926, 273.3534027560592, 92.63248861439706, 90.6035217201726, 105.83315749732161, 133.30648531829976, 135.67965713169545, 95.85345741713772, 92.95521235154202, 73.47751062845113], [490.7360505194889, 402.05064839819244, 523.6171770781273, 486.6844578902542, 452.69546827331504, 466.5635769560271, 340.4790957236666, 433.6785592548765, 446.4765222023793, 454.43544107854166, 410.8019241905646, 431.0115044262043, 421.88424653865195, 362.86304831416555, 358.99607008714025, 490.1176732765956, 389.2676836108684, 431.7995704383732, 442.5455674719012, 461.4610517798307, 462.77775729428026, 473.43577227459224, 474.84449299435283, 497.498228595032, 459.0312907853978, 449.57680715938557, 466.0268080147429, 493.31451627591713, 497.662264514393, 454.4183921407535, 459.1164325250844, 443.0896262470074], [639.4651774509556, 524.6318741025902, 532.260910296683, 587.570061938018, 578.7381786381728, 559.0938026411396, 551.5153512213815, 395.1464083789891, 466.24126178467196, 387.35238188771973, 547.6197741170528, 402.6697441270659, 410.8981716880882, 453.1964847952533, 459.33257361916907, 636.3780316837568, 413.1538102763476, 553.2001098605024, 638.9507828953224, 623.532893891926, 612.8955004204562, 607.6340992059573, 603.8409299526228, 442.200762702926, 628.9486059667856, 637.6988629237903, 622.2003249767941, 632.9463264022485, 646.2488495148832, 653.0873836756128, 649.1180138725629, 655.2329023808961], [527.1259543325865, 417.8687875422888, 467.4743920834898, 466.9752101996338, 441.13762410320726, 428.91527956844703, 371.67805828930545, 338.6700435319425, 527.6374673208486, 369.2562946240483, 411.1122123006215, 368.58156091789135, 358.1345285949447, 297.15271950064624, 303.53432387140543, 487.60496583168, 344.32888764774646, 410.1662318074869, 497.41459826953616, 496.33850033973675, 479.60769736757265, 490.3683165853983, 487.8632236083153, 432.3502596111228, 486.7624998187442, 500.23622234760217, 508.33337903367385, 523.8459622378255, 539.2944789108334, 507.45360052181593, 513.4090665295216, 506.52437223722666], [352.7550454193168, 406.2583840081304, 384.916278849007, 428.99268493755613, 466.0705456033873, 458.0147021562253, 520.9733084347321, 484.0982736455926, 1180.4698642041885, 512.0812406447561, 409.31585457441383, 504.0439678307037, 496.8626873629772, 460.4701317607946, 459.9395456073969, 372.9998240901209, 499.24405967398087, 418.9611136152801, 366.6008302407279, 376.44656624692175, 392.2833683821397, 401.1582678574539, 401.56716074199716, 577.0110600607528, 385.51926508737165, 364.8909930727485, 372.42556775398276, 395.6727879021126, 385.9918551888406, 342.7158237635453, 346.8848384176157, 347.4297622306578]]\n"
     ]
    }
   ],
   "source": [
    "if video1_pca is not None and video2_pca is not None:\n",
    "    mfr_video1 = calculate_mfr(video1_pca)\n",
    "    mfr_video2 = calculate_mfr(video2_pca)\n",
    "    print(\"MFR Video 1:\", mfr_video1)\n",
    "    print(\"MFR Video 2:\", mfr_video2)\n",
    "\n",
    "# Outputs the EMD and MTE scores\n",
    "print(\"EMD Scores:\", emd_scores)\n",
    "print(\"MTE Scores:\", mte_scores)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "0d995f0a-4dfe-4ae4-8687-a99fc9ccd917",
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.preprocessing import StandardScaler\n",
    "\n",
    "def prepare_features(features):\n",
    "    \"\"\" Flatten and standardize features for PCA. \"\"\"\n",
    "    # Flatten the feature sets\n",
    "    # all_features = np.vstack([f for feature_set in features for f in feature_set if f.size > 0])\n",
    "    \n",
    "    # Standardize features\n",
    "    scaler = StandardScaler()\n",
    "    standardized_features = scaler.fit_transform(all_features)\n",
    "    return standardized_features\n",
    "\n",
    "def apply_pca_to_features(features, sampling_interval=10):\n",
    "    # Flatten the feature sets and ensure they're sampled at a reasonable rate\n",
    "    sampled_features = [f for feature_set in features for f in feature_set if f.size > 0]\n",
    "    if not sampled_features:\n",
    "        print(\"No features available for PCA.\")\n",
    "        return None\n",
    "\n",
    "    # Stack features into a matrix\n",
    "    feature_matrix = np.vstack(sampled_features)\n",
    "\n",
    "    # Initialize PCA with the variance threshold\n",
    "    pca = PCA(n_components=31)  # Adjust n_components to capture the specified variance\n",
    "\n",
    "    # Apply PCA\n",
    "    return pca.fit_transform(feature_matrix)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "cc94f85a-0315-46a6-bae5-f86228595774",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Assuming you've already prepared your features as arrays\n",
    "\n",
    "\n",
    "# Determine the maximum number of components based on the available data\n",
    "\n",
    "# Apply PCA to both sets of features using a safe number of components\n",
    "video1_pca = apply_pca_to_features(video1_features)\n",
    "video2_pca = apply_pca_to_features(video2_features)\n",
    "# Initialize lists to store the similarity scores\n",
    "emd_scores = []\n",
    "mte_scores = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "8cba5204-4781-426d-a8ea-49b61acd4f4b",
   "metadata": {},
   "outputs": [],
   "source": [
    "def calculate_similarity_matrix(features1, features2):\n",
    "    num_frames1 = len(features1)\n",
    "    num_frames2 = len(features2)\n",
    "    similarity_matrix = np.zeros((num_frames1, num_frames2))\n",
    "\n",
    "    for i in range(num_frames1):\n",
    "        for j in range(num_frames2):\n",
    "            # Calculate similarity, e.g., using negative Euclidean distance\n",
    "            if features1[i].size == 0 or features2[j].size == 0:\n",
    "                similarity_matrix[i, j] = float('inf')\n",
    "            else:\n",
    "                feature1 = np.concatenate(features1[i], axis=None)\n",
    "                feature2 = np.concatenate(features2[j], axis=None)\n",
    "                similarity_matrix[i, j] = -np.linalg.norm(feature1 - feature2)\n",
    "\n",
    "    return similarity_matrix"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "8bdb9261-400c-4f87-9219-b8896a73e4fa",
   "metadata": {},
   "outputs": [],
   "source": [
    "def synchronize_videos(similarity_matrix):\n",
    "    # Compute the DTW path based on the similarity matrix\n",
    "    path = []\n",
    "    num_frames1, num_frames2 = similarity_matrix.shape\n",
    "    \n",
    "    distance, path = fastdtw(np.arange(num_frames1), np.arange(num_frames2), dist=lambda x, y: similarity_matrix[int(x), int(y)])\n",
    "    \n",
    "    return path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "a8d926e4-5ade-4ced-b327-c568e4f02861",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[    -203.57     -205.53     -204.35 ...     -214.12      -212.6     -214.13]\n",
      " [    -203.17     -205.11     -203.99 ...     -213.59     -212.06      -213.6]\n",
      " [     -205.1     -207.04     -205.93 ...     -215.42     -213.89     -215.43]\n",
      " ...\n",
      " [    -201.31     -203.44     -202.13 ...     -211.93     -210.32        -212]\n",
      " [    -189.62     -191.57     -190.71 ...     -199.02     -197.37     -199.05]\n",
      " [    -222.78     -224.86     -223.09 ...     -236.07     -234.65     -236.11]]\n",
      "Synchronization Path: [(0, 0), (0, 1), (0, 2), (0, 3), (0, 4), (0, 5), (0, 6), (0, 7), (0, 8), (0, 9), (0, 10), (0, 11), (0, 12), (0, 13), (0, 14), (0, 15), (0, 16), (0, 17), (0, 18), (0, 19), (0, 20), (0, 21), (0, 22), (0, 23), (0, 24), (0, 25), (0, 26), (0, 27), (0, 28), (0, 29), (0, 30), (0, 31), (0, 32), (0, 33), (0, 34), (0, 35), (0, 36), (0, 37), (0, 38), (0, 39), (0, 40), (0, 41), (0, 42), (0, 43), (0, 44), (0, 45), (0, 46), (0, 47), (0, 48), (0, 49), (0, 50), (0, 51), (0, 52), (0, 53), (0, 54), (0, 55), (0, 56), (0, 57), (0, 58), (0, 59), (0, 60), (0, 61), (0, 62), (0, 63), (0, 64), (0, 65), (0, 66), (0, 67), (0, 68), (0, 69), (0, 70), (0, 71), (0, 72), (0, 73), (0, 74), (0, 75), (0, 76), (0, 77), (0, 78), (0, 79), (0, 80), (0, 81), (0, 82), (0, 83), (0, 84), (0, 85), (0, 86), (0, 87), (0, 88), (0, 89), (0, 90), (0, 91), (0, 92), (0, 93), (0, 94), (0, 95), (0, 96), (0, 97), (0, 98), (0, 99), (0, 100), (0, 101), (0, 102), (0, 103), (0, 104), (0, 105), (0, 106), (0, 107), 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     ]
    }
   ],
   "source": [
    "similarity_matrix = calculate_similarity_matrix(video1_pca, video2_pca)\n",
    "print(similarity_matrix)\n",
    "path = synchronize_videos(similarity_matrix)\n",
    "\n",
    "print(\"Synchronization Path:\", path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "15f00a75-f6c2-40ca-8340-bb840d03e5a2",
   "metadata": {},
   "outputs": [],
   "source": [
    "def synchronize_videos(similarity_matrix):\n",
    "    # Compute the DTW path based on the similarity matrix\n",
    "    path = []\n",
    "    num_frames1, num_frames2 = similarity_matrix.shape\n",
    "    \n",
    "    distance, path = fastdtw(np.arange(num_frames1), np.arange(num_frames2), dist=lambda x, y: similarity_matrix[int(x), int(y)])\n",
    "    \n",
    "    return path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "9703f329-722e-42ec-ade4-8c9aefaffef5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Synchronization Path: [(0, 0), (0, 1), (0, 2), (0, 3), (0, 4), (0, 5), (0, 6), (0, 7), (0, 8), (0, 9), (0, 10), (0, 11), (0, 12), (0, 13), (0, 14), (0, 15), (0, 16), (0, 17), (0, 18), (0, 19), (0, 20), (0, 21), (0, 22), (0, 23), (0, 24), (0, 25), (0, 26), (0, 27), (0, 28), (0, 29), (0, 30), (0, 31), (0, 32), (0, 33), (0, 34), (0, 35), (0, 36), (0, 37), (0, 38), (0, 39), (0, 40), (0, 41), (0, 42), (0, 43), (0, 44), (0, 45), (0, 46), (0, 47), (0, 48), (0, 49), (0, 50), (0, 51), (0, 52), (0, 53), (0, 54), (0, 55), (0, 56), (0, 57), (0, 58), (0, 59), (0, 60), (0, 61), (0, 62), (0, 63), (0, 64), (0, 65), (0, 66), (0, 67), (0, 68), (0, 69), (0, 70), (0, 71), (0, 72), (0, 73), (0, 74), (0, 75), (0, 76), (0, 77), (0, 78), (0, 79), (0, 80), (0, 81), (0, 82), (0, 83), (0, 84), (0, 85), (0, 86), (0, 87), (0, 88), (0, 89), (0, 90), (0, 91), (0, 92), (0, 93), (0, 94), (0, 95), (0, 96), (0, 97), (0, 98), (0, 99), (0, 100), (0, 101), (0, 102), (0, 103), (0, 104), (0, 105), (0, 106), (0, 107), 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(265, 921), (265, 922), (265, 923), (265, 924), (265, 925), (265, 926), (265, 927), (266, 927), (266, 928), (266, 929), (266, 930), (266, 931), (266, 932), (266, 933), (266, 934), (266, 935), (266, 936), (266, 937), (266, 938), (266, 939), (266, 940), (266, 941), (267, 941), (268, 941), (269, 941), (270, 941), (271, 941), (272, 941), (273, 941), (274, 941), (275, 941), (276, 941), (277, 941), (278, 941), (279, 941), (280, 941), (281, 941), (282, 941), (283, 941), (284, 941), (285, 941), (286, 941), (287, 941), (288, 941), (289, 941), (290, 941), (291, 941), (292, 941), (293, 941), (294, 941), (295, 941), (296, 941), (297, 941), (298, 941), (299, 941), (300, 941), (301, 941), (302, 941), (303, 941), (304, 941), (305, 941), (306, 941)]\n"
     ]
    }
   ],
   "source": [
    "path = synchronize_videos(similarity_matrix)\n",
    "\n",
    "print(\"Synchronization Path:\", path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "9f2dc841-e1b1-4b9e-8684-4c33ceea676c",
   "metadata": {},
   "outputs": [],
   "source": [
    "def calculate_emd(features1, features2, path):\n",
    "    emd_score = 0\n",
    "    for i, j in path:\n",
    "        frame1_features = features1[i]\n",
    "        frame2_features = features2[j]\n",
    "        # Assuming Euclidean distance for simplicity\n",
    "        emd_score += np.linalg.norm(frame1_features - frame2_features)\n",
    "    return emd_score / len(path)\n",
    "\n",
    "def calculate_mfr(path, total_frames, tolerance=2):\n",
    "    matched_frames = 0\n",
    "    last_index = -tolerance - 1\n",
    "    for i, j in path:\n",
    "        if i > last_index + tolerance:\n",
    "            matched_frames += 1\n",
    "            last_index = i\n",
    "    return matched_frames / total_frames * 100\n",
    "\n",
    "def calculate_mte(path):\n",
    "    total_error = 0\n",
    "    for i, j in path:\n",
    "        total_error += abs(i - j)\n",
    "    return total_error / len(path)\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "c138ecd2-1cba-4ca1-80f3-c3e92afd4933",
   "metadata": {},
   "outputs": [],
   "source": [
    "emd_score = calculate_emd(video1_pca, video2_pca, path)\n",
    "mfr_score1 = calculate_mfr(path, len(video1_pca))\n",
    "mfr_score2 = calculate_mfr(path, len(video2_pca))\n",
    "mte_score = calculate_mte(path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "ea1dec19-ec59-411a-9814-15598d822aa8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Matched Frame Rate for video1: 33.55048859934853\n",
      "Matched Frame Rate for video2: 10.934182590233545\n",
      "EMD Score: 391.0649549406016\n",
      "Mean Temporal Error: 438.37339743589746\n"
     ]
    }
   ],
   "source": [
    "print(\"Matched Frame Rate for video1:\", mfr_score1)\n",
    "print(\"Matched Frame Rate for video2:\", mfr_score2)\n",
    "print(\"EMD Score:\", emd_score)\n",
    "print(\"Mean Temporal Error:\", mte_score)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "aa1a47e0-e3f4-4199-834d-4fb704a053ba",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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