MouthOpenDetection.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "aCxyqAS0PNnC"
   },
   "source": [
    "# Personal Details\n",
    "Name: Aman India\n",
    "\n",
    "Contact: 9939402131\n",
    "\n",
    "LinkedIn: https://www.linkedin.com/in/mramanindia/\n",
    "\n",
    "Github: https://github.com/mramanindia\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "## Necesario Innovations Private Limited Assignment\n",
    "\n",
    "Real-time Mouth Recognition(if not, tell us why you can't use the live camera) using OpenCV (or specify the library you used) i.e. apply two red dots on the edge of your live mouth. Apply an effect when the mouth is opened wider than 3 cm."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "wa6QycNpP-9d"
   },
   "source": [
    "# Get Started\n",
    "Installing required pacakages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "executionInfo": {
     "elapsed": 1,
     "status": "ok",
     "timestamp": 1661278365304,
     "user": {
      "displayName": "Aman India",
      "userId": "10531347128896002665"
     },
     "user_tz": -330
    },
    "id": "GOYRgZCvPEzJ",
    "outputId": "fd4ce9b5-9807-4b9e-8a37-727fc49460fc"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting onnxruntimeNote: you may need to restart the kernel to use updated packages.\n",
      "\n",
      "  Using cached onnxruntime-1.12.1-cp310-cp310-win_amd64.whl (5.8 MB)\n",
      "Collecting sympy\n",
      "  Using cached sympy-1.11-py3-none-any.whl (6.5 MB)\n",
      "Requirement already satisfied: flatbuffers in c:\\users\\amani\\aman\\lib\\site-packages (from onnxruntime) (1.12)\n",
      "Collecting coloredlogs\n",
      "  Using cached coloredlogs-15.0.1-py2.py3-none-any.whl (46 kB)\n",
      "Requirement already satisfied: packaging in c:\\users\\amani\\aman\\lib\\site-packages (from onnxruntime) (21.3)\n",
      "Requirement already satisfied: protobuf in c:\\users\\amani\\aman\\lib\\site-packages (from onnxruntime) (3.19.4)\n",
      "Requirement already satisfied: numpy>=1.21.0 in c:\\users\\amani\\aman\\lib\\site-packages (from onnxruntime) (1.23.1)\n",
      "Collecting humanfriendly>=9.1\n",
      "  Downloading humanfriendly-10.0-py2.py3-none-any.whl (86 kB)\n",
      "     -------------------------------------- 86.8/86.8 kB 612.4 kB/s eta 0:00:00\n",
      "Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in c:\\users\\amani\\aman\\lib\\site-packages (from packaging->onnxruntime) (3.0.9)\n",
      "Collecting mpmath>=0.19\n",
      "  Downloading mpmath-1.2.1-py3-none-any.whl (532 kB)\n",
      "     -------------------------------------- 532.6/532.6 kB 1.8 MB/s eta 0:00:00\n",
      "Collecting pyreadline3\n",
      "  Downloading pyreadline3-3.4.1-py3-none-any.whl (95 kB)\n",
      "     ---------------------------------------- 95.2/95.2 kB 1.8 MB/s eta 0:00:00\n",
      "Installing collected packages: pyreadline3, mpmath, sympy, humanfriendly, coloredlogs, onnxruntime\n",
      "Successfully installed coloredlogs-15.0.1 humanfriendly-10.0 mpmath-1.2.1 onnxruntime-1.12.1 pyreadline3-3.4.1 sympy-1.11\n"
     ]
    }
   ],
   "source": [
    "pip install onnxruntime"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "executionInfo": {
     "elapsed": 18,
     "status": "ok",
     "timestamp": 1661278365116,
     "user": {
      "displayName": "Aman India",
      "userId": "10531347128896002665"
     },
     "user_tz": -330
    },
    "id": "dlnwrLkBNAac"
   },
   "outputs": [],
   "source": [
    "#Importing Required pacakages\n",
    "\n",
    "import glob\n",
    "import os\n",
    "from pathlib import Path \n",
    "import datetime\n",
    "\n",
    "import cv2\n",
    "import numpy as np\n",
    "import onnxruntime as rt\n",
    "import tensorflow as tf\n",
    "\n",
    "assert tf.__version__.startswith('2')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "executionInfo": {
     "elapsed": 23,
     "status": "ok",
     "timestamp": 1661278365121,
     "user": {
      "displayName": "Aman India",
      "userId": "10531347128896002665"
     },
     "user_tz": -330
    },
    "id": "xBJX1ai8NM5i"
   },
   "outputs": [],
   "source": [
    "#Using trained deep learning model weights for this project  from \"https://github.com/iglaweb/HippoYD\"\n",
    "\n",
    "CONFIDENCE_THRESHOLD = 0.4\n",
    "MAX_IMAGE_WIDTH = 100\n",
    "MAX_IMAGE_HEIGHT = 100\n",
    "IMAGE_PAIR_SIZE = (MAX_IMAGE_WIDTH, MAX_IMAGE_HEIGHT)\n",
    "\n",
    "url = 'https://raw.githubusercontent.com/iglaweb/HippoYD/master/out_epoch_80_lite/yawn_model_80.onnx'\n",
    "destination_path = './yawn_model_80.onnx'\n",
    "\n",
    "\n",
    "import urllib\n",
    "urllib.request.urlretrieve(url, destination_path)\n",
    "\n",
    "onnx_sess = rt.InferenceSession(destination_path)\n",
    "input_name = onnx_sess.get_inputs()[0].name\n",
    "label_name = onnx_sess.get_outputs()[0].name\n",
    "\n",
    "\n",
    "\n",
    "def get_timestamp_ms():\n",
    "    return int((datetime.datetime.utcnow() - datetime.datetime(1970, 1, 1)).total_seconds() * 1000)\n",
    "\n",
    "\n",
    "def prepare_input_blob(im):\n",
    "    if im.shape[0] != MAX_IMAGE_WIDTH or im.shape[1] != MAX_IMAGE_HEIGHT:\n",
    "        im = cv2.resize(im, IMAGE_PAIR_SIZE)\n",
    "    im = cv2.cvtColor(im, cv2.COLOR_BGR2GRAY)\n",
    "    return im\n",
    "\n",
    "\n",
    "def detect_image(frame, face):\n",
    "    (startX, startY, endX, endY) = face\n",
    "\n",
    "    gray_img = prepare_input_blob(frame)\n",
    "\n",
    "    time_start = get_timestamp_ms()\n",
    "\n",
    "    image_frame = gray_img[:, :, np.newaxis]\n",
    "    image_frame = image_frame / 255.0\n",
    "    image_frame = np.expand_dims(image_frame, 0).astype(np.float32)\n",
    "\n",
    "    pred = onnx_sess.run([label_name], {input_name: image_frame})[0]\n",
    "\n",
    "    pred = np.squeeze(pred)\n",
    "    pred = round(pred[()], 2)\n",
    "\n",
    "    time_diff = get_timestamp_ms() - time_start\n",
    "    print(f'Prediction: {pred:.2f}; time: {time_diff} ms')\n",
    "\n",
    "    return frame, pred"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "executionInfo": {
     "elapsed": 3107,
     "status": "ok",
     "timestamp": 1661278404573,
     "user": {
      "displayName": "Aman India",
      "userId": "10531347128896002665"
     },
     "user_tz": -330
    },
    "id": "07e6CumoRg10"
   },
   "outputs": [],
   "source": [
    "# load image from url\n",
    "\n",
    "import urllib.request as rq\n",
    "\n",
    "\n",
    "def urlToImage(url):\n",
    "    # download image,convert to a NumPy array,and read it into opencv\n",
    "    hdr = {'User-Agent': 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.11 (KHTML, like Gecko) Chrome/23.0.1271.64 Safari/537.11',\n",
    "       'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8',\n",
    "       'Accept-Charset': 'ISO-8859-1,utf-8;q=0.7,*;q=0.3',\n",
    "       'Accept-Encoding': 'none',\n",
    "       'Accept-Language': 'en-US,en;q=0.8',\n",
    "       'Connection': 'keep-alive'}\n",
    "    req = rq.Request(url, headers=hdr)\n",
    "    resp = rq.urlopen(req)\n",
    "    img = np.asarray(bytearray(resp.read()),dtype=\"uint8\")\n",
    "    img = cv2.imdecode(img,cv2.IMREAD_COLOR)\n",
    "    return img\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 321
    },
    "executionInfo": {
     "elapsed": 82,
     "status": "ok",
     "timestamp": 1661278404579,
     "user": {
      "displayName": "Aman India",
      "userId": "10531347128896002665"
     },
     "user_tz": -330
    },
    "id": "WiqG1shPRKTc",
    "outputId": "0bf88a7b-4ca6-421c-8a63-854ecea441db"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 1.00; time: 16 ms\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n"
     ]
    },
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Working with images from url\n",
    "\n",
    "img_path = 'https://i.pinimg.com/originals/cd/7c/fa/cd7cfaf5bd6081fc98f5ad56740a5213.jpg'\n",
    "img = urlToImage(img_path)\n",
    "height, width, channels = img.shape\n",
    "rect = (0, 0, width, height)\n",
    "frame, pred = detect_image(img, rect)\n",
    "\n",
    "is_mouth_opened = True if pred >= CONFIDENCE_THRESHOLD else False\n",
    "opened_str = \"is opened\" if is_mouth_opened else \" is closed\"\n",
    "print('Mouth', opened_str, '\\nConfidence:', pred)\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "plt.imshow(cv2.cvtColor(frame, cv2.COLOR_BGR2RGB))\n",
    "# as opencv loads in BGR format by default, we want to show it in RGB.\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 320
    },
    "executionInfo": {
     "elapsed": 1855,
     "status": "ok",
     "timestamp": 1661278474754,
     "user": {
      "displayName": "Aman India",
      "userId": "10531347128896002665"
     },
     "user_tz": -330
    },
    "id": "1M07ne8rO1Yd",
    "outputId": "d8caf632-cb9e-4dcc-ea9e-38db651eef11"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 1.00; time: 7 ms\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Working with images from local storage\n",
    "img = cv2.imread('image.jpg')\n",
    "#img = urlToImage(img_path)\n",
    "height, width, channels = img.shape\n",
    "rect = (0, 0, width, height)\n",
    "frame, pred = detect_image(img, rect)\n",
    "\n",
    "is_mouth_opened = True if pred >= CONFIDENCE_THRESHOLD else False\n",
    "opened_str = \"is opened\" if is_mouth_opened else \" is closed\"\n",
    "print('Mouth', opened_str, '\\nConfidence:', pred)\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "plt.imshow(cv2.cvtColor(frame, cv2.COLOR_BGR2RGB))\n",
    "# as opencv loads in BGR format by default, we want to show it in RGB.\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 495
    },
    "executionInfo": {
     "elapsed": 1607,
     "status": "error",
     "timestamp": 1661278700791,
     "user": {
      "displayName": "Aman India",
      "userId": "10531347128896002665"
     },
     "user_tz": -330
    },
    "id": "9MkS9H0XMb53",
    "outputId": "1baf0c5d-da07-43b4-8a91-bc715dc0c9a8"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 15 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.63; time: 0 ms\n",
      "\n",
      "Confidence: 0.63\n",
      "Mouth is opened \n",
      "Confidence: 0.63\n",
      "Prediction: 1.00; time: 7 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.09; time: 0 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.93; time: 0 ms\n",
      "\n",
      "Confidence: 0.93\n",
      "Mouth is opened \n",
      "Confidence: 0.93\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.63; time: 25 ms\n",
      "\n",
      "Confidence: 0.63\n",
      "Mouth is opened \n",
      "Confidence: 0.63\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 8 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 8 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.73; time: 8 ms\n",
      "\n",
      "Confidence: 0.73\n",
      "Mouth is opened \n",
      "Confidence: 0.73\n",
      "Prediction: 0.75; time: 0 ms\n",
      "\n",
      "Confidence: 0.75\n",
      "Mouth is opened \n",
      "Confidence: 0.75\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.98; time: 8 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.11; time: 0 ms\n",
      "\n",
      "Confidence: 0.11\n",
      "Mouth  is closed \n",
      "Confidence: 0.11\n",
      "Prediction: 0.00; time: 8 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.08; time: 0 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.08; time: 1 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.70; time: 0 ms\n",
      "\n",
      "Confidence: 0.7\n",
      "Mouth is opened \n",
      "Confidence: 0.7\n",
      "Prediction: 0.16; time: 0 ms\n",
      "\n",
      "Confidence: 0.16\n",
      "Mouth  is closed \n",
      "Confidence: 0.16\n",
      "Prediction: 0.00; time: 13 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.93; time: 0 ms\n",
      "\n",
      "Confidence: 0.93\n",
      "Mouth is opened \n",
      "Confidence: 0.93\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.22; time: 0 ms\n",
      "\n",
      "Confidence: 0.22\n",
      "Mouth  is closed \n",
      "Confidence: 0.22\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 5 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 15 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 6 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 19 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.95; time: 0 ms\n",
      "\n",
      "Confidence: 0.95\n",
      "Mouth is opened \n",
      "Confidence: 0.95\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 1.00; time: 7 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.93; time: 0 ms\n",
      "\n",
      "Confidence: 0.93\n",
      "Mouth is opened \n",
      "Confidence: 0.93\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 16 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.18; time: 0 ms\n",
      "\n",
      "Confidence: 0.18\n",
      "Mouth  is closed \n",
      "Confidence: 0.18\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 8 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 3 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.97; time: 0 ms\n",
      "\n",
      "Confidence: 0.97\n",
      "Mouth is opened \n",
      "Confidence: 0.97\n",
      "Prediction: 1.00; time: 22 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 8 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 6 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 5 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 7 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 1.00; time: 7 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 22 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 6 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 5 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 6 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 21 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 19 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 7 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 30 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 7 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 8 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 16 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 8 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 5 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 7 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 7 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 16 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 7 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.98; time: 9 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.99; time: 8 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.87; time: 0 ms\n",
      "\n",
      "Confidence: 0.87\n",
      "Mouth is opened \n",
      "Confidence: 0.87\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.71; time: 0 ms\n",
      "\n",
      "Confidence: 0.71\n",
      "Mouth is opened \n",
      "Confidence: 0.71\n",
      "Prediction: 0.28; time: 9 ms\n",
      "\n",
      "Confidence: 0.28\n",
      "Mouth  is closed \n",
      "Confidence: 0.28\n",
      "Prediction: 0.16; time: 0 ms\n",
      "\n",
      "Confidence: 0.16\n",
      "Mouth  is closed \n",
      "Confidence: 0.16\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.52; time: 0 ms\n",
      "\n",
      "Confidence: 0.52\n",
      "Mouth is opened \n",
      "Confidence: 0.52\n",
      "Prediction: 0.79; time: 16 ms\n",
      "\n",
      "Confidence: 0.79\n",
      "Mouth is opened \n",
      "Confidence: 0.79\n",
      "Prediction: 0.01; time: 16 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.08; time: 0 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 16 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 7 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 54 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 16 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.67; time: 0 ms\n",
      "\n",
      "Confidence: 0.67\n",
      "Mouth is opened \n",
      "Confidence: 0.67\n",
      "Prediction: 0.54; time: 0 ms\n",
      "\n",
      "Confidence: 0.54\n",
      "Mouth is opened \n",
      "Confidence: 0.54\n",
      "Prediction: 0.46; time: 0 ms\n",
      "\n",
      "Confidence: 0.46\n",
      "Mouth is opened \n",
      "Confidence: 0.46\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 21 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 9 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 8 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 8 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 7 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.29; time: 0 ms\n",
      "\n",
      "Confidence: 0.29\n",
      "Mouth  is closed \n",
      "Confidence: 0.29\n",
      "Prediction: 0.28; time: 7 ms\n",
      "\n",
      "Confidence: 0.28\n",
      "Mouth  is closed \n",
      "Confidence: 0.28\n",
      "Prediction: 0.87; time: 0 ms\n",
      "\n",
      "Confidence: 0.87\n",
      "Mouth is opened \n",
      "Confidence: 0.87\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.81; time: 8 ms\n",
      "\n",
      "Confidence: 0.81\n",
      "Mouth is opened \n",
      "Confidence: 0.81\n",
      "Prediction: 0.12; time: 9 ms\n",
      "\n",
      "Confidence: 0.12\n",
      "Mouth  is closed \n",
      "Confidence: 0.12\n",
      "Prediction: 0.80; time: 0 ms\n",
      "\n",
      "Confidence: 0.8\n",
      "Mouth is opened \n",
      "Confidence: 0.8\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 1 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.62; time: 0 ms\n",
      "\n",
      "Confidence: 0.62\n",
      "Mouth is opened \n",
      "Confidence: 0.62\n",
      "Prediction: 0.56; time: 0 ms\n",
      "\n",
      "Confidence: 0.56\n",
      "Mouth is opened \n",
      "Confidence: 0.56\n",
      "Prediction: 0.99; time: 12 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 33 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 7 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 9 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 21 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.85; time: 0 ms\n",
      "\n",
      "Confidence: 0.85\n",
      "Mouth is opened \n",
      "Confidence: 0.85\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.96; time: 0 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 15 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.89; time: 0 ms\n",
      "\n",
      "Confidence: 0.89\n",
      "Mouth is opened \n",
      "Confidence: 0.89\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.73; time: 0 ms\n",
      "\n",
      "Confidence: 0.73\n",
      "Mouth is opened \n",
      "Confidence: 0.73\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.57; time: 0 ms\n",
      "\n",
      "Confidence: 0.57\n",
      "Mouth is opened \n",
      "Confidence: 0.57\n",
      "Prediction: 0.00; time: 8 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 15 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 6 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.00; time: 10 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 16 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.25; time: 0 ms\n",
      "\n",
      "Confidence: 0.25\n",
      "Mouth  is closed \n",
      "Confidence: 0.25\n",
      "Prediction: 0.65; time: 0 ms\n",
      "\n",
      "Confidence: 0.65\n",
      "Mouth is opened \n",
      "Confidence: 0.65\n",
      "Prediction: 0.00; time: 15 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.56; time: 0 ms\n",
      "\n",
      "Confidence: 0.56\n",
      "Mouth is opened \n",
      "Confidence: 0.56\n",
      "Prediction: 0.42; time: 0 ms\n",
      "\n",
      "Confidence: 0.42\n",
      "Mouth is opened \n",
      "Confidence: 0.42\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 7 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 9 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.99; time: 6 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 3 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 7 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 8 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.34; time: 0 ms\n",
      "\n",
      "Confidence: 0.34\n",
      "Mouth  is closed \n",
      "Confidence: 0.34\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.37; time: 7 ms\n",
      "\n",
      "Confidence: 0.37\n",
      "Mouth  is closed \n",
      "Confidence: 0.37\n",
      "Prediction: 0.29; time: 0 ms\n",
      "\n",
      "Confidence: 0.29\n",
      "Mouth  is closed \n",
      "Confidence: 0.29\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.05; time: 5 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.58; time: 0 ms\n",
      "\n",
      "Confidence: 0.58\n",
      "Mouth is opened \n",
      "Confidence: 0.58\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.34; time: 0 ms\n",
      "\n",
      "Confidence: 0.34\n",
      "Mouth  is closed \n",
      "Confidence: 0.34\n",
      "Prediction: 0.89; time: 0 ms\n",
      "\n",
      "Confidence: 0.89\n",
      "Mouth is opened \n",
      "Confidence: 0.89\n"
     ]
    },
    {
     "ename": "AttributeError",
     "evalue": "'NoneType' object has no attribute 'shape'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "Input \u001b[1;32mIn [24]\u001b[0m, in \u001b[0;36m<cell line: 12>\u001b[1;34m()\u001b[0m\n\u001b[0;32m     12\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m(cap\u001b[38;5;241m.\u001b[39misOpened()):\n\u001b[0;32m     13\u001b[0m   \u001b[38;5;66;03m# Capture frame-by-frame\u001b[39;00m\n\u001b[0;32m     14\u001b[0m     ret, img \u001b[38;5;241m=\u001b[39m cap\u001b[38;5;241m.\u001b[39mread()\n\u001b[1;32m---> 15\u001b[0m     height, width, channels \u001b[38;5;241m=\u001b[39m \u001b[43mimg\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mshape\u001b[49m\n\u001b[0;32m     16\u001b[0m     rect \u001b[38;5;241m=\u001b[39m (\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m0\u001b[39m, width, height)\n\u001b[0;32m     17\u001b[0m     frame, pred \u001b[38;5;241m=\u001b[39m detect_image(img, rect)\n",
      "\u001b[1;31mAttributeError\u001b[0m: 'NoneType' object has no attribute 'shape'"
     ]
    }
   ],
   "source": [
    "#Finding Mouth on video \n",
    "\n",
    "\n",
    "cap = cv2.VideoCapture('Test_video.mp4')\n",
    "   \n",
    "# Check if camera opened successfully\n",
    "if (cap.isOpened()== False): \n",
    "    print(\"Error opening video  file\")\n",
    "   \n",
    "# Read until video is completed\n",
    "\n",
    "while(cap.isOpened()):\n",
    "  # Capture frame-by-frame\n",
    "    ret, img = cap.read()\n",
    "    height, width, channels = img.shape\n",
    "    rect = (0, 0, width, height)\n",
    "    frame, pred = detect_image(img, rect)\n",
    "\n",
    "\n",
    "    is_mouth_opened = True if pred >= CONFIDENCE_THRESHOLD else False\n",
    "    opened_str = \"is opened\" if is_mouth_opened else \"is closed\"\n",
    "\n",
    "    text = 'Mouth '+ opened_str\n",
    "    print('\\nConfidence:', pred)\n",
    "\n",
    "    coordinates = (100,100)\n",
    "    font = cv2.FONT_HERSHEY_SIMPLEX\n",
    "    fontScale = 1\n",
    "    color = (255,0,255)\n",
    "    thickness = 2\n",
    "    image = cv2.putText(frame, text, coordinates, font, fontScale, color, thickness, cv2.LINE_AA)\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "    print('Mouth', opened_str, '\\nConfidence:', pred)\n",
    "      # Display the resulting frame\n",
    "\n",
    "    cv2.imshow('Frame', image)\n",
    "\n",
    "    # Press Q on keyboard to  exit\n",
    "    if cv2.waitKey(0) & 0xFF == ord('q'):\n",
    "        break\n",
    "\n",
    "# When everything done, release \n",
    "# the video capture object\n",
    "cap.release()\n",
    "   \n",
    "# Closes all the frames\n",
    "cv2.destroyAllWindows()\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "id": "20uoKcXm7jp4"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.02; time: 16 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.07; time: 8 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.07; time: 4 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.01; time: 2 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.04; time: 6 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.04; time: 1 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.01; time: 1 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 5 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.04; time: 8 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.01; time: 2 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 1 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.04; time: 2 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.15; time: 0 ms\n",
      "\n",
      "Confidence: 0.15\n",
      "Mouth  is closed \n",
      "Confidence: 0.15\n",
      "Prediction: 0.15; time: 1 ms\n",
      "\n",
      "Confidence: 0.15\n",
      "Mouth  is closed \n",
      "Confidence: 0.15\n",
      "Prediction: 0.15; time: 4 ms\n",
      "\n",
      "Confidence: 0.15\n",
      "Mouth  is closed \n",
      "Confidence: 0.15\n",
      "Prediction: 0.13; time: 1 ms\n",
      "\n",
      "Confidence: 0.13\n",
      "Mouth  is closed \n",
      "Confidence: 0.13\n",
      "Prediction: 0.13; time: 1 ms\n",
      "\n",
      "Confidence: 0.13\n",
      "Mouth  is closed \n",
      "Confidence: 0.13\n",
      "Prediction: 0.11; time: 1 ms\n",
      "\n",
      "Confidence: 0.11\n",
      "Mouth  is closed \n",
      "Confidence: 0.11\n",
      "Prediction: 0.11; time: 2 ms\n",
      "\n",
      "Confidence: 0.11\n",
      "Mouth  is closed \n",
      "Confidence: 0.11\n",
      "Prediction: 0.11; time: 1 ms\n",
      "\n",
      "Confidence: 0.11\n",
      "Mouth  is closed \n",
      "Confidence: 0.11\n",
      "Prediction: 0.11; time: 0 ms\n",
      "\n",
      "Confidence: 0.11\n",
      "Mouth  is closed \n",
      "Confidence: 0.11\n",
      "Prediction: 0.40; time: 0 ms\n",
      "\n",
      "Confidence: 0.4\n",
      "Mouth is opened \n",
      "Confidence: 0.4\n",
      "Prediction: 0.40; time: 0 ms\n",
      "\n",
      "Confidence: 0.4\n",
      "Mouth is opened \n",
      "Confidence: 0.4\n",
      "Prediction: 0.01; time: 2 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.05; time: 2 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.05; time: 1 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.05; time: 1 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.06; time: 2 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.06; time: 0 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.21; time: 6 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.08; time: 2 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.08; time: 0 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.08; time: 0 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.06; time: 1 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.06; time: 5 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.09; time: 6 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.29; time: 12 ms\n",
      "\n",
      "Confidence: 0.29\n",
      "Mouth  is closed \n",
      "Confidence: 0.29\n",
      "Prediction: 0.29; time: 3 ms\n",
      "\n",
      "Confidence: 0.29\n",
      "Mouth  is closed \n",
      "Confidence: 0.29\n",
      "Prediction: 0.06; time: 1 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.05; time: 5 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.05; time: 9 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.05; time: 1 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.10; time: 1 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.10; time: 1 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.09; time: 0 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.09; time: 1 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.09; time: 1 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.14; time: 1 ms\n",
      "\n",
      "Confidence: 0.14\n",
      "Mouth  is closed \n",
      "Confidence: 0.14\n",
      "Prediction: 0.14; time: 5 ms\n",
      "\n",
      "Confidence: 0.14\n",
      "Mouth  is closed \n",
      "Confidence: 0.14\n",
      "Prediction: 0.53; time: 0 ms\n",
      "\n",
      "Confidence: 0.53\n",
      "Mouth is opened \n",
      "Confidence: 0.53\n",
      "Prediction: 0.25; time: 1 ms\n",
      "\n",
      "Confidence: 0.25\n",
      "Mouth  is closed \n",
      "Confidence: 0.25\n",
      "Prediction: 0.25; time: 1 ms\n",
      "\n",
      "Confidence: 0.25\n",
      "Mouth  is closed \n",
      "Confidence: 0.25\n",
      "Prediction: 0.25; time: 0 ms\n",
      "\n",
      "Confidence: 0.25\n",
      "Mouth  is closed \n",
      "Confidence: 0.25\n",
      "Prediction: 0.29; time: 2 ms\n",
      "\n",
      "Confidence: 0.29\n",
      "Mouth  is closed \n",
      "Confidence: 0.29\n",
      "Prediction: 0.29; time: 5 ms\n",
      "\n",
      "Confidence: 0.29\n",
      "Mouth  is closed \n",
      "Confidence: 0.29\n",
      "Prediction: 0.29; time: 7 ms\n",
      "\n",
      "Confidence: 0.29\n",
      "Mouth  is closed \n",
      "Confidence: 0.29\n",
      "Prediction: 0.35; time: 0 ms\n",
      "\n",
      "Confidence: 0.35\n",
      "Mouth  is closed \n",
      "Confidence: 0.35\n",
      "Prediction: 0.35; time: 2 ms\n",
      "\n",
      "Confidence: 0.35\n",
      "Mouth  is closed \n",
      "Confidence: 0.35\n",
      "Prediction: 0.08; time: 6 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.64; time: 8 ms\n",
      "\n",
      "Confidence: 0.64\n",
      "Mouth is opened \n",
      "Confidence: 0.64\n",
      "Prediction: 0.64; time: 1 ms\n",
      "\n",
      "Confidence: 0.64\n",
      "Mouth is opened \n",
      "Confidence: 0.64\n",
      "Prediction: 0.64; time: 7 ms\n",
      "\n",
      "Confidence: 0.64\n",
      "Mouth is opened \n",
      "Confidence: 0.64\n",
      "Prediction: 0.16; time: 1 ms\n",
      "\n",
      "Confidence: 0.16\n",
      "Mouth  is closed \n",
      "Confidence: 0.16\n",
      "Prediction: 0.16; time: 1 ms\n",
      "\n",
      "Confidence: 0.16\n",
      "Mouth  is closed \n",
      "Confidence: 0.16\n",
      "Prediction: 0.18; time: 2 ms\n",
      "\n",
      "Confidence: 0.18\n",
      "Mouth  is closed \n",
      "Confidence: 0.18\n",
      "Prediction: 0.03; time: 3 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.03; time: 1 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.03; time: 1 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.38; time: 1 ms\n",
      "\n",
      "Confidence: 0.38\n",
      "Mouth  is closed \n",
      "Confidence: 0.38\n",
      "Prediction: 0.38; time: 2 ms\n",
      "\n",
      "Confidence: 0.38\n",
      "Mouth  is closed \n",
      "Confidence: 0.38\n",
      "Prediction: 0.38; time: 2 ms\n",
      "\n",
      "Confidence: 0.38\n",
      "Mouth  is closed \n",
      "Confidence: 0.38\n",
      "Prediction: 0.10; time: 1 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.19; time: 3 ms\n",
      "\n",
      "Confidence: 0.19\n",
      "Mouth  is closed \n",
      "Confidence: 0.19\n",
      "Prediction: 0.19; time: 0 ms\n",
      "\n",
      "Confidence: 0.19\n",
      "Mouth  is closed \n",
      "Confidence: 0.19\n",
      "Prediction: 0.15; time: 1 ms\n",
      "\n",
      "Confidence: 0.15\n",
      "Mouth  is closed \n",
      "Confidence: 0.15\n",
      "Prediction: 0.15; time: 1 ms\n",
      "\n",
      "Confidence: 0.15\n",
      "Mouth  is closed \n",
      "Confidence: 0.15\n",
      "Prediction: 0.15; time: 7 ms\n",
      "\n",
      "Confidence: 0.15\n",
      "Mouth  is closed \n",
      "Confidence: 0.15\n",
      "Prediction: 0.18; time: 0 ms\n",
      "\n",
      "Confidence: 0.18\n",
      "Mouth  is closed \n",
      "Confidence: 0.18\n",
      "Prediction: 0.18; time: 1 ms\n",
      "\n",
      "Confidence: 0.18\n",
      "Mouth  is closed \n",
      "Confidence: 0.18\n",
      "Prediction: 0.04; time: 5 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.12; time: 4 ms\n",
      "\n",
      "Confidence: 0.12\n",
      "Mouth  is closed \n",
      "Confidence: 0.12\n",
      "Prediction: 0.12; time: 1 ms\n",
      "\n",
      "Confidence: 0.12\n",
      "Mouth  is closed \n",
      "Confidence: 0.12\n",
      "Prediction: 0.12; time: 1 ms\n",
      "\n",
      "Confidence: 0.12\n",
      "Mouth  is closed \n",
      "Confidence: 0.12\n",
      "Prediction: 0.05; time: 1 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.04; time: 1 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.04; time: 2 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.04; time: 5 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.17; time: 47 ms\n",
      "\n",
      "Confidence: 0.17\n",
      "Mouth  is closed \n",
      "Confidence: 0.17\n",
      "Prediction: 0.17; time: 5 ms\n",
      "\n",
      "Confidence: 0.17\n",
      "Mouth  is closed \n",
      "Confidence: 0.17\n",
      "Prediction: 0.03; time: 18 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.13; time: 0 ms\n",
      "\n",
      "Confidence: 0.13\n",
      "Mouth  is closed \n",
      "Confidence: 0.13\n",
      "Prediction: 0.13; time: 5 ms\n",
      "\n",
      "Confidence: 0.13\n",
      "Mouth  is closed \n",
      "Confidence: 0.13\n",
      "Prediction: 0.13; time: 0 ms\n",
      "\n",
      "Confidence: 0.13\n",
      "Mouth  is closed \n",
      "Confidence: 0.13\n",
      "Prediction: 0.14; time: 0 ms\n",
      "\n",
      "Confidence: 0.14\n",
      "Mouth  is closed \n",
      "Confidence: 0.14\n",
      "Prediction: 0.14; time: 4 ms\n",
      "\n",
      "Confidence: 0.14\n",
      "Mouth  is closed \n",
      "Confidence: 0.14\n",
      "Prediction: 0.13; time: 7 ms\n",
      "\n",
      "Confidence: 0.13\n",
      "Mouth  is closed \n",
      "Confidence: 0.13\n",
      "Prediction: 0.07; time: 5 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.07; time: 5 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.07; time: 3 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.03; time: 8 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.46; time: 1 ms\n",
      "\n",
      "Confidence: 0.46\n",
      "Mouth is opened \n",
      "Confidence: 0.46\n",
      "Prediction: 0.46; time: 1 ms\n",
      "\n",
      "Confidence: 0.46\n",
      "Mouth is opened \n",
      "Confidence: 0.46\n",
      "Prediction: 0.22; time: 1 ms\n",
      "\n",
      "Confidence: 0.22\n",
      "Mouth  is closed \n",
      "Confidence: 0.22\n",
      "Prediction: 0.22; time: 6 ms\n",
      "\n",
      "Confidence: 0.22\n",
      "Mouth  is closed \n",
      "Confidence: 0.22\n",
      "Prediction: 0.34; time: 6 ms\n",
      "\n",
      "Confidence: 0.34\n",
      "Mouth  is closed \n",
      "Confidence: 0.34\n",
      "Prediction: 0.23; time: 8 ms\n",
      "\n",
      "Confidence: 0.23\n",
      "Mouth  is closed \n",
      "Confidence: 0.23\n",
      "Prediction: 0.23; time: 1 ms\n",
      "\n",
      "Confidence: 0.23\n",
      "Mouth  is closed \n",
      "Confidence: 0.23\n",
      "Prediction: 0.03; time: 1 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.13; time: 4 ms\n",
      "\n",
      "Confidence: 0.13\n",
      "Mouth  is closed \n",
      "Confidence: 0.13\n",
      "Prediction: 0.13; time: 0 ms\n",
      "\n",
      "Confidence: 0.13\n",
      "Mouth  is closed \n",
      "Confidence: 0.13\n",
      "Prediction: 0.13; time: 0 ms\n",
      "\n",
      "Confidence: 0.13\n",
      "Mouth  is closed \n",
      "Confidence: 0.13\n",
      "Prediction: 0.08; time: 0 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.08; time: 4 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.08; time: 7 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.06; time: 0 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.06; time: 1 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.05; time: 6 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.14; time: 4 ms\n",
      "\n",
      "Confidence: 0.14\n",
      "Mouth  is closed \n",
      "Confidence: 0.14\n",
      "Prediction: 0.14; time: 5 ms\n",
      "\n",
      "Confidence: 0.14\n",
      "Mouth  is closed \n",
      "Confidence: 0.14\n",
      "Prediction: 0.14; time: 0 ms\n",
      "\n",
      "Confidence: 0.14\n",
      "Mouth  is closed \n",
      "Confidence: 0.14\n",
      "Prediction: 0.39; time: 6 ms\n",
      "\n",
      "Confidence: 0.39\n",
      "Mouth  is closed \n",
      "Confidence: 0.39\n",
      "Prediction: 0.64; time: 1 ms\n",
      "\n",
      "Confidence: 0.64\n",
      "Mouth is opened \n",
      "Confidence: 0.64\n",
      "Prediction: 0.64; time: 0 ms\n",
      "\n",
      "Confidence: 0.64\n",
      "Mouth is opened \n",
      "Confidence: 0.64\n",
      "Prediction: 0.64; time: 1 ms\n",
      "\n",
      "Confidence: 0.64\n",
      "Mouth is opened \n",
      "Confidence: 0.64\n",
      "Prediction: 0.18; time: 1 ms\n",
      "\n",
      "Confidence: 0.18\n",
      "Mouth  is closed \n",
      "Confidence: 0.18\n",
      "Prediction: 0.18; time: 4 ms\n",
      "\n",
      "Confidence: 0.18\n",
      "Mouth  is closed \n",
      "Confidence: 0.18\n",
      "Prediction: 0.35; time: 0 ms\n",
      "\n",
      "Confidence: 0.35\n",
      "Mouth  is closed \n",
      "Confidence: 0.35\n",
      "Prediction: 0.35; time: 8 ms\n",
      "\n",
      "Confidence: 0.35\n",
      "Mouth  is closed \n",
      "Confidence: 0.35\n",
      "Prediction: 0.04; time: 1 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 3 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.06; time: 1 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.06; time: 4 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.48; time: 0 ms\n",
      "\n",
      "Confidence: 0.48\n",
      "Mouth is opened \n",
      "Confidence: 0.48\n",
      "Prediction: 0.48; time: 4 ms\n",
      "\n",
      "Confidence: 0.48\n",
      "Mouth is opened \n",
      "Confidence: 0.48\n",
      "Prediction: 0.73; time: 4 ms\n",
      "\n",
      "Confidence: 0.73\n",
      "Mouth is opened \n",
      "Confidence: 0.73\n",
      "Prediction: 0.72; time: 7 ms\n",
      "\n",
      "Confidence: 0.72\n",
      "Mouth is opened \n",
      "Confidence: 0.72\n",
      "Prediction: 0.72; time: 0 ms\n",
      "\n",
      "Confidence: 0.72\n",
      "Mouth is opened \n",
      "Confidence: 0.72\n",
      "Prediction: 0.72; time: 14 ms\n",
      "\n",
      "Confidence: 0.72\n",
      "Mouth is opened \n",
      "Confidence: 0.72\n",
      "Prediction: 0.72; time: 7 ms\n",
      "\n",
      "Confidence: 0.72\n",
      "Mouth is opened \n",
      "Confidence: 0.72\n",
      "Prediction: 0.70; time: 3 ms\n",
      "\n",
      "Confidence: 0.7\n",
      "Mouth is opened \n",
      "Confidence: 0.7\n",
      "Prediction: 0.50; time: 0 ms\n",
      "\n",
      "Confidence: 0.5\n",
      "Mouth is opened \n",
      "Confidence: 0.5\n",
      "Prediction: 0.92; time: 5 ms\n",
      "\n",
      "Confidence: 0.92\n",
      "Mouth is opened \n",
      "Confidence: 0.92\n",
      "Prediction: 0.92; time: 3 ms\n",
      "\n",
      "Confidence: 0.92\n",
      "Mouth is opened \n",
      "Confidence: 0.92\n",
      "Prediction: 0.92; time: 4 ms\n",
      "\n",
      "Confidence: 0.92\n",
      "Mouth is opened \n",
      "Confidence: 0.92\n",
      "Prediction: 0.91; time: 0 ms\n",
      "\n",
      "Confidence: 0.91\n",
      "Mouth is opened \n",
      "Confidence: 0.91\n",
      "Prediction: 0.98; time: 1 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.98; time: 1 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.85; time: 2 ms\n",
      "\n",
      "Confidence: 0.85\n",
      "Mouth is opened \n",
      "Confidence: 0.85\n",
      "Prediction: 0.85; time: 1 ms\n",
      "\n",
      "Confidence: 0.85\n",
      "Mouth is opened \n",
      "Confidence: 0.85\n",
      "Prediction: 0.94; time: 0 ms\n",
      "\n",
      "Confidence: 0.94\n",
      "Mouth is opened \n",
      "Confidence: 0.94\n",
      "Prediction: 0.94; time: 1 ms\n",
      "\n",
      "Confidence: 0.94\n",
      "Mouth is opened \n",
      "Confidence: 0.94\n",
      "Prediction: 0.92; time: 6 ms\n",
      "\n",
      "Confidence: 0.92\n",
      "Mouth is opened \n",
      "Confidence: 0.92\n",
      "Prediction: 0.92; time: 4 ms\n",
      "\n",
      "Confidence: 0.92\n",
      "Mouth is opened \n",
      "Confidence: 0.92\n",
      "Prediction: 0.92; time: 1 ms\n",
      "\n",
      "Confidence: 0.92\n",
      "Mouth is opened \n",
      "Confidence: 0.92\n",
      "Prediction: 0.96; time: 1 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.96; time: 6 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.87; time: 4 ms\n",
      "\n",
      "Confidence: 0.87\n",
      "Mouth is opened \n",
      "Confidence: 0.87\n",
      "Prediction: 0.87; time: 1 ms\n",
      "\n",
      "Confidence: 0.87\n",
      "Mouth is opened \n",
      "Confidence: 0.87\n",
      "Prediction: 0.97; time: 0 ms\n",
      "\n",
      "Confidence: 0.97\n",
      "Mouth is opened \n",
      "Confidence: 0.97\n",
      "Prediction: 0.97; time: 1 ms\n",
      "\n",
      "Confidence: 0.97\n",
      "Mouth is opened \n",
      "Confidence: 0.97\n",
      "Prediction: 0.60; time: 6 ms\n",
      "\n",
      "Confidence: 0.6\n",
      "Mouth is opened \n",
      "Confidence: 0.6\n",
      "Prediction: 0.60; time: 3 ms\n",
      "\n",
      "Confidence: 0.6\n",
      "Mouth is opened \n",
      "Confidence: 0.6\n",
      "Prediction: 0.60; time: 5 ms\n",
      "\n",
      "Confidence: 0.6\n",
      "Mouth is opened \n",
      "Confidence: 0.6\n",
      "Prediction: 0.67; time: 0 ms\n",
      "\n",
      "Confidence: 0.67\n",
      "Mouth is opened \n",
      "Confidence: 0.67\n",
      "Prediction: 0.67; time: 4 ms\n",
      "\n",
      "Confidence: 0.67\n",
      "Mouth is opened \n",
      "Confidence: 0.67\n",
      "Prediction: 0.91; time: 1 ms\n",
      "\n",
      "Confidence: 0.91\n",
      "Mouth is opened \n",
      "Confidence: 0.91\n",
      "Prediction: 0.91; time: 5 ms\n",
      "\n",
      "Confidence: 0.91\n",
      "Mouth is opened \n",
      "Confidence: 0.91\n",
      "Prediction: 0.73; time: 1 ms\n",
      "\n",
      "Confidence: 0.73\n",
      "Mouth is opened \n",
      "Confidence: 0.73\n",
      "Prediction: 0.73; time: 1 ms\n",
      "\n",
      "Confidence: 0.73\n",
      "Mouth is opened \n",
      "Confidence: 0.73\n",
      "Prediction: 0.55; time: 3 ms\n",
      "\n",
      "Confidence: 0.55\n",
      "Mouth is opened \n",
      "Confidence: 0.55\n",
      "Prediction: 0.55; time: 7 ms\n",
      "\n",
      "Confidence: 0.55\n",
      "Mouth is opened \n",
      "Confidence: 0.55\n",
      "Prediction: 0.55; time: 1 ms\n",
      "\n",
      "Confidence: 0.55\n",
      "Mouth is opened \n",
      "Confidence: 0.55\n",
      "Prediction: 0.70; time: 1 ms\n",
      "\n",
      "Confidence: 0.7\n",
      "Mouth is opened \n",
      "Confidence: 0.7\n",
      "Prediction: 0.70; time: 0 ms\n",
      "\n",
      "Confidence: 0.7\n",
      "Mouth is opened \n",
      "Confidence: 0.7\n",
      "Prediction: 0.38; time: 1 ms\n",
      "\n",
      "Confidence: 0.38\n",
      "Mouth  is closed \n",
      "Confidence: 0.38\n",
      "Prediction: 0.38; time: 1 ms\n",
      "\n",
      "Confidence: 0.38\n",
      "Mouth  is closed \n",
      "Confidence: 0.38\n",
      "Prediction: 0.38; time: 7 ms\n",
      "\n",
      "Confidence: 0.38\n",
      "Mouth  is closed \n",
      "Confidence: 0.38\n",
      "Prediction: 0.38; time: 4 ms\n",
      "\n",
      "Confidence: 0.38\n",
      "Mouth  is closed \n",
      "Confidence: 0.38\n",
      "Prediction: 0.31; time: 1 ms\n",
      "\n",
      "Confidence: 0.31\n",
      "Mouth  is closed \n",
      "Confidence: 0.31\n",
      "Prediction: 0.31; time: 6 ms\n",
      "\n",
      "Confidence: 0.31\n",
      "Mouth  is closed \n",
      "Confidence: 0.31\n",
      "Prediction: 0.31; time: 1 ms\n",
      "\n",
      "Confidence: 0.31\n",
      "Mouth  is closed \n",
      "Confidence: 0.31\n",
      "Prediction: 0.17; time: 0 ms\n",
      "\n",
      "Confidence: 0.17\n",
      "Mouth  is closed \n",
      "Confidence: 0.17\n",
      "Prediction: 0.17; time: 1 ms\n",
      "\n",
      "Confidence: 0.17\n",
      "Mouth  is closed \n",
      "Confidence: 0.17\n",
      "Prediction: 0.36; time: 0 ms\n",
      "\n",
      "Confidence: 0.36\n",
      "Mouth  is closed \n",
      "Confidence: 0.36\n",
      "Prediction: 0.23; time: 0 ms\n",
      "\n",
      "Confidence: 0.23\n",
      "Mouth  is closed \n",
      "Confidence: 0.23\n",
      "Prediction: 0.23; time: 1 ms\n",
      "\n",
      "Confidence: 0.23\n",
      "Mouth  is closed \n",
      "Confidence: 0.23\n",
      "Prediction: 0.23; time: 1 ms\n",
      "\n",
      "Confidence: 0.23\n",
      "Mouth  is closed \n",
      "Confidence: 0.23\n",
      "Prediction: 0.56; time: 5 ms\n",
      "\n",
      "Confidence: 0.56\n",
      "Mouth is opened \n",
      "Confidence: 0.56\n",
      "Prediction: 0.56; time: 0 ms\n",
      "\n",
      "Confidence: 0.56\n",
      "Mouth is opened \n",
      "Confidence: 0.56\n",
      "Prediction: 0.56; time: 1 ms\n",
      "\n",
      "Confidence: 0.56\n",
      "Mouth is opened \n",
      "Confidence: 0.56\n",
      "Prediction: 0.08; time: 1 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.06; time: 0 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.06; time: 1 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.17; time: 1 ms\n",
      "\n",
      "Confidence: 0.17\n",
      "Mouth  is closed \n",
      "Confidence: 0.17\n",
      "Prediction: 0.17; time: 1 ms\n",
      "\n",
      "Confidence: 0.17\n",
      "Mouth  is closed \n",
      "Confidence: 0.17\n",
      "Prediction: 0.39; time: 0 ms\n",
      "\n",
      "Confidence: 0.39\n",
      "Mouth  is closed \n",
      "Confidence: 0.39\n",
      "Prediction: 0.22; time: 1 ms\n",
      "\n",
      "Confidence: 0.22\n",
      "Mouth  is closed \n",
      "Confidence: 0.22\n",
      "Prediction: 0.22; time: 1 ms\n",
      "\n",
      "Confidence: 0.22\n",
      "Mouth  is closed \n",
      "Confidence: 0.22\n",
      "Prediction: 0.64; time: 0 ms\n",
      "\n",
      "Confidence: 0.64\n",
      "Mouth is opened \n",
      "Confidence: 0.64\n",
      "Prediction: 0.64; time: 1 ms\n",
      "\n",
      "Confidence: 0.64\n",
      "Mouth is opened \n",
      "Confidence: 0.64\n",
      "Prediction: 0.64; time: 7 ms\n",
      "\n",
      "Confidence: 0.64\n",
      "Mouth is opened \n",
      "Confidence: 0.64\n",
      "Prediction: 0.56; time: 1 ms\n",
      "\n",
      "Confidence: 0.56\n",
      "Mouth is opened \n",
      "Confidence: 0.56\n",
      "Prediction: 0.31; time: 5 ms\n",
      "\n",
      "Confidence: 0.31\n",
      "Mouth  is closed \n",
      "Confidence: 0.31\n",
      "Prediction: 0.31; time: 0 ms\n",
      "\n",
      "Confidence: 0.31\n",
      "Mouth  is closed \n",
      "Confidence: 0.31\n",
      "Prediction: 0.31; time: 0 ms\n",
      "\n",
      "Confidence: 0.31\n",
      "Mouth  is closed \n",
      "Confidence: 0.31\n",
      "Prediction: 0.79; time: 2 ms\n",
      "\n",
      "Confidence: 0.79\n",
      "Mouth is opened \n",
      "Confidence: 0.79\n",
      "Prediction: 0.79; time: 3 ms\n",
      "\n",
      "Confidence: 0.79\n",
      "Mouth is opened \n",
      "Confidence: 0.79\n",
      "Prediction: 0.74; time: 0 ms\n",
      "\n",
      "Confidence: 0.74\n",
      "Mouth is opened \n",
      "Confidence: 0.74\n",
      "Prediction: 0.45; time: 1 ms\n",
      "\n",
      "Confidence: 0.45\n",
      "Mouth is opened \n",
      "Confidence: 0.45\n",
      "Prediction: 0.45; time: 6 ms\n",
      "\n",
      "Confidence: 0.45\n",
      "Mouth is opened \n",
      "Confidence: 0.45\n",
      "Prediction: 0.45; time: 1 ms\n",
      "\n",
      "Confidence: 0.45\n",
      "Mouth is opened \n",
      "Confidence: 0.45\n",
      "Prediction: 0.37; time: 1 ms\n",
      "\n",
      "Confidence: 0.37\n",
      "Mouth  is closed \n",
      "Confidence: 0.37\n",
      "Prediction: 0.37; time: 1 ms\n",
      "\n",
      "Confidence: 0.37\n",
      "Mouth  is closed \n",
      "Confidence: 0.37\n",
      "Prediction: 0.37; time: 1 ms\n",
      "\n",
      "Confidence: 0.37\n",
      "Mouth  is closed \n",
      "Confidence: 0.37\n",
      "Prediction: 0.34; time: 0 ms\n",
      "\n",
      "Confidence: 0.34\n",
      "Mouth  is closed \n",
      "Confidence: 0.34\n",
      "Prediction: 0.29; time: 3 ms\n",
      "\n",
      "Confidence: 0.29\n",
      "Mouth  is closed \n",
      "Confidence: 0.29\n",
      "Prediction: 0.29; time: 1 ms\n",
      "\n",
      "Confidence: 0.29\n",
      "Mouth  is closed \n",
      "Confidence: 0.29\n",
      "Prediction: 0.23; time: 1 ms\n",
      "\n",
      "Confidence: 0.23\n",
      "Mouth  is closed \n",
      "Confidence: 0.23\n",
      "Prediction: 0.23; time: 2 ms\n",
      "\n",
      "Confidence: 0.23\n",
      "Mouth  is closed \n",
      "Confidence: 0.23\n",
      "Prediction: 0.26; time: 5 ms\n",
      "\n",
      "Confidence: 0.26\n",
      "Mouth  is closed \n",
      "Confidence: 0.26\n",
      "Prediction: 0.21; time: 4 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.21; time: 1 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.21; time: 0 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.51; time: 1 ms\n",
      "\n",
      "Confidence: 0.51\n",
      "Mouth is opened \n",
      "Confidence: 0.51\n",
      "Prediction: 0.51; time: 1 ms\n",
      "\n",
      "Confidence: 0.51\n",
      "Mouth is opened \n",
      "Confidence: 0.51\n",
      "Prediction: 0.26; time: 1 ms\n",
      "\n",
      "Confidence: 0.26\n",
      "Mouth  is closed \n",
      "Confidence: 0.26\n",
      "Prediction: 0.67; time: 0 ms\n",
      "\n",
      "Confidence: 0.67\n",
      "Mouth is opened \n",
      "Confidence: 0.67\n",
      "Prediction: 0.67; time: 1 ms\n",
      "\n",
      "Confidence: 0.67\n",
      "Mouth is opened \n",
      "Confidence: 0.67\n",
      "Prediction: 0.28; time: 0 ms\n",
      "\n",
      "Confidence: 0.28\n",
      "Mouth  is closed \n",
      "Confidence: 0.28\n",
      "Prediction: 0.25; time: 1 ms\n",
      "\n",
      "Confidence: 0.25\n",
      "Mouth  is closed \n",
      "Confidence: 0.25\n",
      "Prediction: 0.25; time: 1 ms\n",
      "\n",
      "Confidence: 0.25\n",
      "Mouth  is closed \n",
      "Confidence: 0.25\n",
      "Prediction: 0.40; time: 1 ms\n",
      "\n",
      "Confidence: 0.4\n",
      "Mouth is opened \n",
      "Confidence: 0.4\n",
      "Prediction: 0.54; time: 1 ms\n",
      "\n",
      "Confidence: 0.54\n",
      "Mouth is opened \n",
      "Confidence: 0.54\n",
      "Prediction: 0.54; time: 2 ms\n",
      "\n",
      "Confidence: 0.54\n",
      "Mouth is opened \n",
      "Confidence: 0.54\n",
      "Prediction: 0.54; time: 1 ms\n",
      "\n",
      "Confidence: 0.54\n",
      "Mouth is opened \n",
      "Confidence: 0.54\n",
      "Prediction: 0.50; time: 0 ms\n",
      "\n",
      "Confidence: 0.5\n",
      "Mouth is opened \n",
      "Confidence: 0.5\n",
      "Prediction: 0.50; time: 5 ms\n",
      "\n",
      "Confidence: 0.5\n",
      "Mouth is opened \n",
      "Confidence: 0.5\n",
      "Prediction: 0.21; time: 0 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.30; time: 7 ms\n",
      "\n",
      "Confidence: 0.3\n",
      "Mouth  is closed \n",
      "Confidence: 0.3\n",
      "Prediction: 0.30; time: 1 ms\n",
      "\n",
      "Confidence: 0.3\n",
      "Mouth  is closed \n",
      "Confidence: 0.3\n",
      "Prediction: 0.30; time: 0 ms\n",
      "\n",
      "Confidence: 0.3\n",
      "Mouth  is closed \n",
      "Confidence: 0.3\n",
      "Prediction: 0.21; time: 0 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.21; time: 1 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.17; time: 3 ms\n",
      "\n",
      "Confidence: 0.17\n",
      "Mouth  is closed \n",
      "Confidence: 0.17\n",
      "Prediction: 0.10; time: 1 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.10; time: 6 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.10; time: 6 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.82; time: 6 ms\n",
      "\n",
      "Confidence: 0.82\n",
      "Mouth is opened \n",
      "Confidence: 0.82\n",
      "Prediction: 0.82; time: 0 ms\n",
      "\n",
      "Confidence: 0.82\n",
      "Mouth is opened \n",
      "Confidence: 0.82\n",
      "Prediction: 0.35; time: 1 ms\n",
      "\n",
      "Confidence: 0.35\n",
      "Mouth  is closed \n",
      "Confidence: 0.35\n",
      "Prediction: 0.53; time: 1 ms\n",
      "\n",
      "Confidence: 0.53\n",
      "Mouth is opened \n",
      "Confidence: 0.53\n",
      "Prediction: 0.53; time: 0 ms\n",
      "\n",
      "Confidence: 0.53\n",
      "Mouth is opened \n",
      "Confidence: 0.53\n",
      "Prediction: 0.53; time: 0 ms\n",
      "\n",
      "Confidence: 0.53\n",
      "Mouth is opened \n",
      "Confidence: 0.53\n",
      "Prediction: 0.85; time: 1 ms\n",
      "\n",
      "Confidence: 0.85\n",
      "Mouth is opened \n",
      "Confidence: 0.85\n",
      "Prediction: 0.85; time: 6 ms\n",
      "\n",
      "Confidence: 0.85\n",
      "Mouth is opened \n",
      "Confidence: 0.85\n",
      "Prediction: 0.31; time: 4 ms\n",
      "\n",
      "Confidence: 0.31\n",
      "Mouth  is closed \n",
      "Confidence: 0.31\n",
      "Prediction: 0.60; time: 7 ms\n",
      "\n",
      "Confidence: 0.6\n",
      "Mouth is opened \n",
      "Confidence: 0.6\n",
      "Prediction: 0.60; time: 0 ms\n",
      "\n",
      "Confidence: 0.6\n",
      "Mouth is opened \n",
      "Confidence: 0.6\n",
      "Prediction: 0.07; time: 5 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.44; time: 0 ms\n",
      "\n",
      "Confidence: 0.44\n",
      "Mouth is opened \n",
      "Confidence: 0.44\n",
      "Prediction: 0.44; time: 5 ms\n",
      "\n",
      "Confidence: 0.44\n",
      "Mouth is opened \n",
      "Confidence: 0.44\n",
      "Prediction: 0.44; time: 3 ms\n",
      "\n",
      "Confidence: 0.44\n",
      "Mouth is opened \n",
      "Confidence: 0.44\n",
      "Prediction: 0.48; time: 1 ms\n",
      "\n",
      "Confidence: 0.48\n",
      "Mouth is opened \n",
      "Confidence: 0.48\n",
      "Prediction: 0.48; time: 0 ms\n",
      "\n",
      "Confidence: 0.48\n",
      "Mouth is opened \n",
      "Confidence: 0.48\n",
      "Prediction: 0.59; time: 5 ms\n",
      "\n",
      "Confidence: 0.59\n",
      "Mouth is opened \n",
      "Confidence: 0.59\n",
      "Prediction: 0.66; time: 5 ms\n",
      "\n",
      "Confidence: 0.66\n",
      "Mouth is opened \n",
      "Confidence: 0.66\n",
      "Prediction: 0.66; time: 1 ms\n",
      "\n",
      "Confidence: 0.66\n",
      "Mouth is opened \n",
      "Confidence: 0.66\n",
      "Prediction: 0.66; time: 0 ms\n",
      "\n",
      "Confidence: 0.66\n",
      "Mouth is opened \n",
      "Confidence: 0.66\n",
      "Prediction: 0.61; time: 1 ms\n",
      "\n",
      "Confidence: 0.61\n",
      "Mouth is opened \n",
      "Confidence: 0.61\n",
      "Prediction: 0.61; time: 6 ms\n",
      "\n",
      "Confidence: 0.61\n",
      "Mouth is opened \n",
      "Confidence: 0.61\n",
      "Prediction: 0.76; time: 1 ms\n",
      "\n",
      "Confidence: 0.76\n",
      "Mouth is opened \n",
      "Confidence: 0.76\n",
      "Prediction: 0.64; time: 6 ms\n",
      "\n",
      "Confidence: 0.64\n",
      "Mouth is opened \n",
      "Confidence: 0.64\n",
      "Prediction: 0.64; time: 0 ms\n",
      "\n",
      "Confidence: 0.64\n",
      "Mouth is opened \n",
      "Confidence: 0.64\n",
      "Prediction: 0.64; time: 1 ms\n",
      "\n",
      "Confidence: 0.64\n",
      "Mouth is opened \n",
      "Confidence: 0.64\n",
      "Prediction: 0.79; time: 4 ms\n",
      "\n",
      "Confidence: 0.79\n",
      "Mouth is opened \n",
      "Confidence: 0.79\n",
      "Prediction: 0.79; time: 1 ms\n",
      "\n",
      "Confidence: 0.79\n",
      "Mouth is opened \n",
      "Confidence: 0.79\n",
      "Prediction: 0.79; time: 2 ms\n",
      "\n",
      "Confidence: 0.79\n",
      "Mouth is opened \n",
      "Confidence: 0.79\n",
      "Prediction: 0.44; time: 0 ms\n",
      "\n",
      "Confidence: 0.44\n",
      "Mouth is opened \n",
      "Confidence: 0.44\n",
      "Prediction: 0.44; time: 1 ms\n",
      "\n",
      "Confidence: 0.44\n",
      "Mouth is opened \n",
      "Confidence: 0.44\n",
      "Prediction: 0.38; time: 5 ms\n",
      "\n",
      "Confidence: 0.38\n",
      "Mouth  is closed \n",
      "Confidence: 0.38\n",
      "Prediction: 0.78; time: 5 ms\n",
      "\n",
      "Confidence: 0.78\n",
      "Mouth is opened \n",
      "Confidence: 0.78\n",
      "Prediction: 0.78; time: 4 ms\n",
      "\n",
      "Confidence: 0.78\n",
      "Mouth is opened \n",
      "Confidence: 0.78\n",
      "Prediction: 0.78; time: 3 ms\n",
      "\n",
      "Confidence: 0.78\n",
      "Mouth is opened \n",
      "Confidence: 0.78\n",
      "Prediction: 0.36; time: 1 ms\n",
      "\n",
      "Confidence: 0.36\n",
      "Mouth  is closed \n",
      "Confidence: 0.36\n",
      "Prediction: 0.36; time: 6 ms\n",
      "\n",
      "Confidence: 0.36\n",
      "Mouth  is closed \n",
      "Confidence: 0.36\n",
      "Prediction: 0.24; time: 1 ms\n",
      "\n",
      "Confidence: 0.24\n",
      "Mouth  is closed \n",
      "Confidence: 0.24\n",
      "Prediction: 0.69; time: 1 ms\n",
      "\n",
      "Confidence: 0.69\n",
      "Mouth is opened \n",
      "Confidence: 0.69\n",
      "Prediction: 0.69; time: 3 ms\n",
      "\n",
      "Confidence: 0.69\n",
      "Mouth is opened \n",
      "Confidence: 0.69\n",
      "Prediction: 0.69; time: 1 ms\n",
      "\n",
      "Confidence: 0.69\n",
      "Mouth is opened \n",
      "Confidence: 0.69\n",
      "Prediction: 0.02; time: 6 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 4 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.10; time: 1 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.27; time: 0 ms\n",
      "\n",
      "Confidence: 0.27\n",
      "Mouth  is closed \n",
      "Confidence: 0.27\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.27; time: 3 ms\n",
      "\n",
      "Confidence: 0.27\n",
      "Mouth  is closed \n",
      "Confidence: 0.27\n",
      "Prediction: 0.27; time: 0 ms\n",
      "\n",
      "Confidence: 0.27\n",
      "Mouth  is closed \n",
      "Confidence: 0.27\n",
      "Prediction: 0.02; time: 1 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.97; time: 1 ms\n",
      "\n",
      "Confidence: 0.97\n",
      "Mouth is opened \n",
      "Confidence: 0.97\n",
      "Prediction: 0.97; time: 5 ms\n",
      "\n",
      "Confidence: 0.97\n",
      "Mouth is opened \n",
      "Confidence: 0.97\n",
      "Prediction: 0.97; time: 6 ms\n",
      "\n",
      "Confidence: 0.97\n",
      "Mouth is opened \n",
      "Confidence: 0.97\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 1 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 5 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.96; time: 3 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.96; time: 4 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.21; time: 3 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 6 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 6 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.07; time: 9 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.07; time: 1 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.07; time: 0 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.10; time: 1 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.10; time: 1 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.76; time: 3 ms\n",
      "\n",
      "Confidence: 0.76\n",
      "Mouth is opened \n",
      "Confidence: 0.76\n",
      "Prediction: 0.36; time: 0 ms\n",
      "\n",
      "Confidence: 0.36\n",
      "Mouth  is closed \n",
      "Confidence: 0.36\n",
      "Prediction: 0.36; time: 1 ms\n",
      "\n",
      "Confidence: 0.36\n",
      "Mouth  is closed \n",
      "Confidence: 0.36\n",
      "Prediction: 0.36; time: 0 ms\n",
      "\n",
      "Confidence: 0.36\n",
      "Mouth  is closed \n",
      "Confidence: 0.36\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 6 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.04; time: 1 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.95; time: 0 ms\n",
      "\n",
      "Confidence: 0.95\n",
      "Mouth is opened \n",
      "Confidence: 0.95\n",
      "Prediction: 0.95; time: 0 ms\n",
      "\n",
      "Confidence: 0.95\n",
      "Mouth is opened \n",
      "Confidence: 0.95\n",
      "Prediction: 0.95; time: 0 ms\n",
      "\n",
      "Confidence: 0.95\n",
      "Mouth is opened \n",
      "Confidence: 0.95\n",
      "Prediction: 0.96; time: 0 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.96; time: 1 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.55; time: 1 ms\n",
      "\n",
      "Confidence: 0.55\n",
      "Mouth is opened \n",
      "Confidence: 0.55\n",
      "Prediction: 0.24; time: 1 ms\n",
      "\n",
      "Confidence: 0.24\n",
      "Mouth  is closed \n",
      "Confidence: 0.24\n",
      "Prediction: 0.24; time: 4 ms\n",
      "\n",
      "Confidence: 0.24\n",
      "Mouth  is closed \n",
      "Confidence: 0.24\n",
      "Prediction: 0.24; time: 1 ms\n",
      "\n",
      "Confidence: 0.24\n",
      "Mouth  is closed \n",
      "Confidence: 0.24\n",
      "Prediction: 0.75; time: 1 ms\n",
      "\n",
      "Confidence: 0.75\n",
      "Mouth is opened \n",
      "Confidence: 0.75\n",
      "Prediction: 0.75; time: 1 ms\n",
      "\n",
      "Confidence: 0.75\n",
      "Mouth is opened \n",
      "Confidence: 0.75\n",
      "Prediction: 0.74; time: 5 ms\n",
      "\n",
      "Confidence: 0.74\n",
      "Mouth is opened \n",
      "Confidence: 0.74\n",
      "Prediction: 0.98; time: 4 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.98; time: 1 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 1 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 1 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 1 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 8 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 1 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 1 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 5 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 1 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 53 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.41; time: 1 ms\n",
      "\n",
      "Confidence: 0.41\n",
      "Mouth is opened \n",
      "Confidence: 0.41\n",
      "Prediction: 0.41; time: 0 ms\n",
      "\n",
      "Confidence: 0.41\n",
      "Mouth is opened \n",
      "Confidence: 0.41\n",
      "Prediction: 0.41; time: 6 ms\n",
      "\n",
      "Confidence: 0.41\n",
      "Mouth is opened \n",
      "Confidence: 0.41\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.05; time: 2 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 1 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 3 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 5 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.08; time: 0 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.08; time: 1 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.09; time: 1 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.09; time: 4 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.87; time: 2 ms\n",
      "\n",
      "Confidence: 0.87\n",
      "Mouth is opened \n",
      "Confidence: 0.87\n",
      "Prediction: 1.00; time: 5 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 6 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 5 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 5 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 39 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 1 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.98; time: 2 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.98; time: 8 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.89; time: 1 ms\n",
      "\n",
      "Confidence: 0.89\n",
      "Mouth is opened \n",
      "Confidence: 0.89\n",
      "Prediction: 0.89; time: 0 ms\n",
      "\n",
      "Confidence: 0.89\n",
      "Mouth is opened \n",
      "Confidence: 0.89\n",
      "Prediction: 1.00; time: 1 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.84; time: 3 ms\n",
      "\n",
      "Confidence: 0.84\n",
      "Mouth is opened \n",
      "Confidence: 0.84\n",
      "Prediction: 0.48; time: 0 ms\n",
      "\n",
      "Confidence: 0.48\n",
      "Mouth is opened \n",
      "Confidence: 0.48\n",
      "Prediction: 0.48; time: 0 ms\n",
      "\n",
      "Confidence: 0.48\n",
      "Mouth is opened \n",
      "Confidence: 0.48\n",
      "Prediction: 0.18; time: 1 ms\n",
      "\n",
      "Confidence: 0.18\n",
      "Mouth  is closed \n",
      "Confidence: 0.18\n",
      "Prediction: 0.18; time: 5 ms\n",
      "\n",
      "Confidence: 0.18\n",
      "Mouth  is closed \n",
      "Confidence: 0.18\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.04; time: 7 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.00; time: 6 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.18; time: 6 ms\n",
      "\n",
      "Confidence: 0.18\n",
      "Mouth  is closed \n",
      "Confidence: 0.18\n",
      "Prediction: 0.18; time: 1 ms\n",
      "\n",
      "Confidence: 0.18\n",
      "Mouth  is closed \n",
      "Confidence: 0.18\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.18; time: 6 ms\n",
      "\n",
      "Confidence: 0.18\n",
      "Mouth  is closed \n",
      "Confidence: 0.18\n",
      "Prediction: 0.18; time: 1 ms\n",
      "\n",
      "Confidence: 0.18\n",
      "Mouth  is closed \n",
      "Confidence: 0.18\n",
      "Prediction: 0.33; time: 0 ms\n",
      "\n",
      "Confidence: 0.33\n",
      "Mouth  is closed \n",
      "Confidence: 0.33\n",
      "Prediction: 0.33; time: 6 ms\n",
      "\n",
      "Confidence: 0.33\n",
      "Mouth  is closed \n",
      "Confidence: 0.33\n",
      "Prediction: 0.34; time: 0 ms\n",
      "\n",
      "Confidence: 0.34\n",
      "Mouth  is closed \n",
      "Confidence: 0.34\n",
      "Prediction: 0.44; time: 4 ms\n",
      "\n",
      "Confidence: 0.44\n",
      "Mouth is opened \n",
      "Confidence: 0.44\n",
      "Prediction: 0.44; time: 6 ms\n",
      "\n",
      "Confidence: 0.44\n",
      "Mouth is opened \n",
      "Confidence: 0.44\n",
      "Prediction: 0.30; time: 5 ms\n",
      "\n",
      "Confidence: 0.3\n",
      "Mouth  is closed \n",
      "Confidence: 0.3\n",
      "Prediction: 0.30; time: 7 ms\n",
      "\n",
      "Confidence: 0.3\n",
      "Mouth  is closed \n",
      "Confidence: 0.3\n",
      "Prediction: 0.30; time: 8 ms\n",
      "\n",
      "Confidence: 0.3\n",
      "Mouth  is closed \n",
      "Confidence: 0.3\n",
      "Prediction: 0.11; time: 8 ms\n",
      "\n",
      "Confidence: 0.11\n",
      "Mouth  is closed \n",
      "Confidence: 0.11\n",
      "Prediction: 0.07; time: 1 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.05; time: 1 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.28; time: 1 ms\n",
      "\n",
      "Confidence: 0.28\n",
      "Mouth  is closed \n",
      "Confidence: 0.28\n",
      "Prediction: 0.10; time: 1 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.85; time: 0 ms\n",
      "\n",
      "Confidence: 0.85\n",
      "Mouth is opened \n",
      "Confidence: 0.85\n",
      "Prediction: 0.49; time: 0 ms\n",
      "\n",
      "Confidence: 0.49\n",
      "Mouth is opened \n",
      "Confidence: 0.49\n",
      "Prediction: 0.49; time: 2 ms\n",
      "\n",
      "Confidence: 0.49\n",
      "Mouth is opened \n",
      "Confidence: 0.49\n",
      "Prediction: 0.44; time: 1 ms\n",
      "\n",
      "Confidence: 0.44\n",
      "Mouth is opened \n",
      "Confidence: 0.44\n",
      "Prediction: 0.44; time: 5 ms\n",
      "\n",
      "Confidence: 0.44\n",
      "Mouth is opened \n",
      "Confidence: 0.44\n",
      "Prediction: 0.81; time: 6 ms\n",
      "\n",
      "Confidence: 0.81\n",
      "Mouth is opened \n",
      "Confidence: 0.81\n",
      "Prediction: 0.90; time: 7 ms\n",
      "\n",
      "Confidence: 0.9\n",
      "Mouth is opened \n",
      "Confidence: 0.9\n",
      "Prediction: 0.58; time: 3 ms\n",
      "\n",
      "Confidence: 0.58\n",
      "Mouth is opened \n",
      "Confidence: 0.58\n",
      "Prediction: 0.58; time: 1 ms\n",
      "\n",
      "Confidence: 0.58\n",
      "Mouth is opened \n",
      "Confidence: 0.58\n",
      "Prediction: 0.87; time: 4 ms\n",
      "\n",
      "Confidence: 0.87\n",
      "Mouth is opened \n",
      "Confidence: 0.87\n",
      "Prediction: 0.97; time: 1 ms\n",
      "\n",
      "Confidence: 0.97\n",
      "Mouth is opened \n",
      "Confidence: 0.97\n",
      "Prediction: 0.97; time: 3 ms\n",
      "\n",
      "Confidence: 0.97\n",
      "Mouth is opened \n",
      "Confidence: 0.97\n",
      "Prediction: 0.84; time: 5 ms\n",
      "\n",
      "Confidence: 0.84\n",
      "Mouth is opened \n",
      "Confidence: 0.84\n",
      "Prediction: 0.84; time: 4 ms\n",
      "\n",
      "Confidence: 0.84\n",
      "Mouth is opened \n",
      "Confidence: 0.84\n",
      "Prediction: 0.98; time: 6 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.89; time: 1 ms\n",
      "\n",
      "Confidence: 0.89\n",
      "Mouth is opened \n",
      "Confidence: 0.89\n",
      "Prediction: 0.16; time: 5 ms\n",
      "\n",
      "Confidence: 0.16\n",
      "Mouth  is closed \n",
      "Confidence: 0.16\n",
      "Prediction: 0.16; time: 1 ms\n",
      "\n",
      "Confidence: 0.16\n",
      "Mouth  is closed \n",
      "Confidence: 0.16\n",
      "Prediction: 0.03; time: 3 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.87; time: 0 ms\n",
      "\n",
      "Confidence: 0.87\n",
      "Mouth is opened \n",
      "Confidence: 0.87\n",
      "Prediction: 0.87; time: 0 ms\n",
      "\n",
      "Confidence: 0.87\n",
      "Mouth is opened \n",
      "Confidence: 0.87\n",
      "Prediction: 0.97; time: 0 ms\n",
      "\n",
      "Confidence: 0.97\n",
      "Mouth is opened \n",
      "Confidence: 0.97\n",
      "Prediction: 0.96; time: 1 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.61; time: 1 ms\n",
      "\n",
      "Confidence: 0.61\n",
      "Mouth is opened \n",
      "Confidence: 0.61\n",
      "Prediction: 0.61; time: 7 ms\n",
      "\n",
      "Confidence: 0.61\n",
      "Mouth is opened \n",
      "Confidence: 0.61\n",
      "Prediction: 0.05; time: 1 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.05; time: 5 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.33; time: 0 ms\n",
      "\n",
      "Confidence: 0.33\n",
      "Mouth  is closed \n",
      "Confidence: 0.33\n",
      "Prediction: 0.42; time: 1 ms\n",
      "\n",
      "Confidence: 0.42\n",
      "Mouth is opened \n",
      "Confidence: 0.42\n",
      "Prediction: 0.42; time: 1 ms\n",
      "\n",
      "Confidence: 0.42\n",
      "Mouth is opened \n",
      "Confidence: 0.42\n",
      "Prediction: 0.99; time: 2 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 7 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 1 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 1 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 5 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 7 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 5 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 1 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.98; time: 3 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.98; time: 7 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.93; time: 5 ms\n",
      "\n",
      "Confidence: 0.93\n",
      "Mouth is opened \n",
      "Confidence: 0.93\n",
      "Prediction: 0.93; time: 1 ms\n",
      "\n",
      "Confidence: 0.93\n",
      "Mouth is opened \n",
      "Confidence: 0.93\n",
      "Prediction: 0.84; time: 0 ms\n",
      "\n",
      "Confidence: 0.84\n",
      "Mouth is opened \n",
      "Confidence: 0.84\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.74; time: 0 ms\n",
      "\n",
      "Confidence: 0.74\n",
      "Mouth is opened \n",
      "Confidence: 0.74\n",
      "Prediction: 0.74; time: 0 ms\n",
      "\n",
      "Confidence: 0.74\n",
      "Mouth is opened \n",
      "Confidence: 0.74\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.12; time: 1 ms\n",
      "\n",
      "Confidence: 0.12\n",
      "Mouth  is closed \n",
      "Confidence: 0.12\n",
      "Prediction: 1.00; time: 18 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 3 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 1 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 3 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 22 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.99; time: 5 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.95; time: 3 ms\n",
      "\n",
      "Confidence: 0.95\n",
      "Mouth is opened \n",
      "Confidence: 0.95\n",
      "Prediction: 0.95; time: 2 ms\n",
      "\n",
      "Confidence: 0.95\n",
      "Mouth is opened \n",
      "Confidence: 0.95\n",
      "Prediction: 0.77; time: 0 ms\n",
      "\n",
      "Confidence: 0.77\n",
      "Mouth is opened \n",
      "Confidence: 0.77\n",
      "Prediction: 0.77; time: 0 ms\n",
      "\n",
      "Confidence: 0.77\n",
      "Mouth is opened \n",
      "Confidence: 0.77\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.92; time: 4 ms\n",
      "\n",
      "Confidence: 0.92\n",
      "Mouth is opened \n",
      "Confidence: 0.92\n",
      "Prediction: 0.92; time: 3 ms\n",
      "\n",
      "Confidence: 0.92\n",
      "Mouth is opened \n",
      "Confidence: 0.92\n",
      "Prediction: 0.63; time: 2 ms\n",
      "\n",
      "Confidence: 0.63\n",
      "Mouth is opened \n",
      "Confidence: 0.63\n",
      "Prediction: 0.63; time: 0 ms\n",
      "\n",
      "Confidence: 0.63\n",
      "Mouth is opened \n",
      "Confidence: 0.63\n",
      "Prediction: 0.46; time: 3 ms\n",
      "\n",
      "Confidence: 0.46\n",
      "Mouth is opened \n",
      "Confidence: 0.46\n",
      "Prediction: 0.46; time: 2 ms\n",
      "\n",
      "Confidence: 0.46\n",
      "Mouth is opened \n",
      "Confidence: 0.46\n",
      "Prediction: 0.14; time: 0 ms\n",
      "\n",
      "Confidence: 0.14\n",
      "Mouth  is closed \n",
      "Confidence: 0.14\n",
      "Prediction: 0.14; time: 0 ms\n",
      "\n",
      "Confidence: 0.14\n",
      "Mouth  is closed \n",
      "Confidence: 0.14\n",
      "Prediction: 0.56; time: 0 ms\n",
      "\n",
      "Confidence: 0.56\n",
      "Mouth is opened \n",
      "Confidence: 0.56\n",
      "Prediction: 0.56; time: 0 ms\n",
      "\n",
      "Confidence: 0.56\n",
      "Mouth is opened \n",
      "Confidence: 0.56\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.85; time: 0 ms\n",
      "\n",
      "Confidence: 0.85\n",
      "Mouth is opened \n",
      "Confidence: 0.85\n",
      "Prediction: 0.85; time: 0 ms\n",
      "\n",
      "Confidence: 0.85\n",
      "Mouth is opened \n",
      "Confidence: 0.85\n",
      "Prediction: 0.92; time: 0 ms\n",
      "\n",
      "Confidence: 0.92\n",
      "Mouth is opened \n",
      "Confidence: 0.92\n",
      "Prediction: 0.92; time: 2 ms\n",
      "\n",
      "Confidence: 0.92\n",
      "Mouth is opened \n",
      "Confidence: 0.92\n",
      "Prediction: 0.82; time: 0 ms\n",
      "\n",
      "Confidence: 0.82\n",
      "Mouth is opened \n",
      "Confidence: 0.82\n",
      "Prediction: 0.82; time: 5 ms\n",
      "\n",
      "Confidence: 0.82\n",
      "Mouth is opened \n",
      "Confidence: 0.82\n",
      "Prediction: 0.90; time: 1 ms\n",
      "\n",
      "Confidence: 0.9\n",
      "Mouth is opened \n",
      "Confidence: 0.9\n",
      "Prediction: 0.90; time: 3 ms\n",
      "\n",
      "Confidence: 0.9\n",
      "Mouth is opened \n",
      "Confidence: 0.9\n",
      "Prediction: 0.85; time: 2 ms\n",
      "\n",
      "Confidence: 0.85\n",
      "Mouth is opened \n",
      "Confidence: 0.85\n",
      "Prediction: 0.85; time: 0 ms\n",
      "\n",
      "Confidence: 0.85\n",
      "Mouth is opened \n",
      "Confidence: 0.85\n",
      "Prediction: 0.92; time: 0 ms\n",
      "\n",
      "Confidence: 0.92\n",
      "Mouth is opened \n",
      "Confidence: 0.92\n",
      "Prediction: 0.92; time: 0 ms\n",
      "\n",
      "Confidence: 0.92\n",
      "Mouth is opened \n",
      "Confidence: 0.92\n",
      "Prediction: 0.47; time: 1 ms\n",
      "\n",
      "Confidence: 0.47\n",
      "Mouth is opened \n",
      "Confidence: 0.47\n",
      "Prediction: 0.08; time: 2 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.08; time: 1 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.12; time: 2 ms\n",
      "\n",
      "Confidence: 0.12\n",
      "Mouth  is closed \n",
      "Confidence: 0.12\n",
      "Prediction: 0.12; time: 1 ms\n",
      "\n",
      "Confidence: 0.12\n",
      "Mouth  is closed \n",
      "Confidence: 0.12\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 9 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 7 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 12 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 3 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 5 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 11 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 12 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 10 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 12 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 8 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 19 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 3 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 3 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 3 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 3 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 3 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.11; time: 2 ms\n",
      "\n",
      "Confidence: 0.11\n",
      "Mouth  is closed \n",
      "Confidence: 0.11\n",
      "Prediction: 0.11; time: 0 ms\n",
      "\n",
      "Confidence: 0.11\n",
      "Mouth  is closed \n",
      "Confidence: 0.11\n",
      "Prediction: 0.03; time: 3 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.11; time: 6 ms\n",
      "\n",
      "Confidence: 0.11\n",
      "Mouth  is closed \n",
      "Confidence: 0.11\n",
      "Prediction: 0.11; time: 0 ms\n",
      "\n",
      "Confidence: 0.11\n",
      "Mouth  is closed \n",
      "Confidence: 0.11\n",
      "Prediction: 0.65; time: 0 ms\n",
      "\n",
      "Confidence: 0.65\n",
      "Mouth is opened \n",
      "Confidence: 0.65\n",
      "Prediction: 0.90; time: 4 ms\n",
      "\n",
      "Confidence: 0.9\n",
      "Mouth is opened \n",
      "Confidence: 0.9\n",
      "Prediction: 0.90; time: 0 ms\n",
      "\n",
      "Confidence: 0.9\n",
      "Mouth is opened \n",
      "Confidence: 0.9\n",
      "Prediction: 0.59; time: 0 ms\n",
      "\n",
      "Confidence: 0.59\n",
      "Mouth is opened \n",
      "Confidence: 0.59\n",
      "Prediction: 0.59; time: 0 ms\n",
      "\n",
      "Confidence: 0.59\n",
      "Mouth is opened \n",
      "Confidence: 0.59\n",
      "Prediction: 0.23; time: 0 ms\n",
      "\n",
      "Confidence: 0.23\n",
      "Mouth  is closed \n",
      "Confidence: 0.23\n",
      "Prediction: 0.23; time: 1 ms\n",
      "\n",
      "Confidence: 0.23\n",
      "Mouth  is closed \n",
      "Confidence: 0.23\n",
      "Prediction: 0.62; time: 4 ms\n",
      "\n",
      "Confidence: 0.62\n",
      "Mouth is opened \n",
      "Confidence: 0.62\n",
      "Prediction: 0.62; time: 0 ms\n",
      "\n",
      "Confidence: 0.62\n",
      "Mouth is opened \n",
      "Confidence: 0.62\n",
      "Prediction: 0.57; time: 7 ms\n",
      "\n",
      "Confidence: 0.57\n",
      "Mouth is opened \n",
      "Confidence: 0.57\n",
      "Prediction: 0.57; time: 0 ms\n",
      "\n",
      "Confidence: 0.57\n",
      "Mouth is opened \n",
      "Confidence: 0.57\n",
      "Prediction: 0.57; time: 6 ms\n",
      "\n",
      "Confidence: 0.57\n",
      "Mouth is opened \n",
      "Confidence: 0.57\n",
      "Prediction: 0.57; time: 0 ms\n",
      "\n",
      "Confidence: 0.57\n",
      "Mouth is opened \n",
      "Confidence: 0.57\n",
      "Prediction: 0.56; time: 2 ms\n",
      "\n",
      "Confidence: 0.56\n",
      "Mouth is opened \n",
      "Confidence: 0.56\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.72; time: 0 ms\n",
      "\n",
      "Confidence: 0.72\n",
      "Mouth is opened \n",
      "Confidence: 0.72\n",
      "Prediction: 0.72; time: 0 ms\n",
      "\n",
      "Confidence: 0.72\n",
      "Mouth is opened \n",
      "Confidence: 0.72\n",
      "Prediction: 0.20; time: 0 ms\n",
      "\n",
      "Confidence: 0.2\n",
      "Mouth  is closed \n",
      "Confidence: 0.2\n",
      "Prediction: 0.20; time: 3 ms\n",
      "\n",
      "Confidence: 0.2\n",
      "Mouth  is closed \n",
      "Confidence: 0.2\n",
      "Prediction: 0.42; time: 0 ms\n",
      "\n",
      "Confidence: 0.42\n",
      "Mouth is opened \n",
      "Confidence: 0.42\n",
      "Prediction: 0.42; time: 3 ms\n",
      "\n",
      "Confidence: 0.42\n",
      "Mouth is opened \n",
      "Confidence: 0.42\n",
      "Prediction: 0.40; time: 0 ms\n",
      "\n",
      "Confidence: 0.4\n",
      "Mouth is opened \n",
      "Confidence: 0.4\n",
      "Prediction: 0.40; time: 3 ms\n",
      "\n",
      "Confidence: 0.4\n",
      "Mouth is opened \n",
      "Confidence: 0.4\n",
      "Prediction: 0.75; time: 2 ms\n",
      "\n",
      "Confidence: 0.75\n",
      "Mouth is opened \n",
      "Confidence: 0.75\n",
      "Prediction: 0.75; time: 0 ms\n",
      "\n",
      "Confidence: 0.75\n",
      "Mouth is opened \n",
      "Confidence: 0.75\n",
      "Prediction: 0.31; time: 0 ms\n",
      "\n",
      "Confidence: 0.31\n",
      "Mouth  is closed \n",
      "Confidence: 0.31\n",
      "Prediction: 0.31; time: 0 ms\n",
      "\n",
      "Confidence: 0.31\n",
      "Mouth  is closed \n",
      "Confidence: 0.31\n",
      "Prediction: 0.47; time: 4 ms\n",
      "\n",
      "Confidence: 0.47\n",
      "Mouth is opened \n",
      "Confidence: 0.47\n",
      "Prediction: 0.47; time: 0 ms\n",
      "\n",
      "Confidence: 0.47\n",
      "Mouth is opened \n",
      "Confidence: 0.47\n",
      "Prediction: 0.54; time: 4 ms\n",
      "\n",
      "Confidence: 0.54\n",
      "Mouth is opened \n",
      "Confidence: 0.54\n",
      "Prediction: 0.53; time: 0 ms\n",
      "\n",
      "Confidence: 0.53\n",
      "Mouth is opened \n",
      "Confidence: 0.53\n",
      "Prediction: 0.53; time: 21 ms\n",
      "\n",
      "Confidence: 0.53\n",
      "Mouth is opened \n",
      "Confidence: 0.53\n",
      "Prediction: 0.31; time: 0 ms\n",
      "\n",
      "Confidence: 0.31\n",
      "Mouth  is closed \n",
      "Confidence: 0.31\n",
      "Prediction: 0.31; time: 0 ms\n",
      "\n",
      "Confidence: 0.31\n",
      "Mouth  is closed \n",
      "Confidence: 0.31\n",
      "Prediction: 0.63; time: 0 ms\n",
      "\n",
      "Confidence: 0.63\n",
      "Mouth is opened \n",
      "Confidence: 0.63\n",
      "Prediction: 0.63; time: 4 ms\n",
      "\n",
      "Confidence: 0.63\n",
      "Mouth is opened \n",
      "Confidence: 0.63\n",
      "Prediction: 0.14; time: 20 ms\n",
      "\n",
      "Confidence: 0.14\n",
      "Mouth  is closed \n",
      "Confidence: 0.14\n",
      "Prediction: 0.14; time: 4 ms\n",
      "\n",
      "Confidence: 0.14\n",
      "Mouth  is closed \n",
      "Confidence: 0.14\n",
      "Prediction: 0.47; time: 2 ms\n",
      "\n",
      "Confidence: 0.47\n",
      "Mouth is opened \n",
      "Confidence: 0.47\n",
      "Prediction: 0.19; time: 2 ms\n",
      "\n",
      "Confidence: 0.19\n",
      "Mouth  is closed \n",
      "Confidence: 0.19\n",
      "Prediction: 0.19; time: 4 ms\n",
      "\n",
      "Confidence: 0.19\n",
      "Mouth  is closed \n",
      "Confidence: 0.19\n",
      "Prediction: 0.19; time: 2 ms\n",
      "\n",
      "Confidence: 0.19\n",
      "Mouth  is closed \n",
      "Confidence: 0.19\n",
      "Prediction: 0.24; time: 0 ms\n",
      "\n",
      "Confidence: 0.24\n",
      "Mouth  is closed \n",
      "Confidence: 0.24\n",
      "Prediction: 0.43; time: 0 ms\n",
      "\n",
      "Confidence: 0.43\n",
      "Mouth is opened \n",
      "Confidence: 0.43\n",
      "Prediction: 0.43; time: 0 ms\n",
      "\n",
      "Confidence: 0.43\n",
      "Mouth is opened \n",
      "Confidence: 0.43\n",
      "Prediction: 0.65; time: 2 ms\n",
      "\n",
      "Confidence: 0.65\n",
      "Mouth is opened \n",
      "Confidence: 0.65\n",
      "Prediction: 0.65; time: 0 ms\n",
      "\n",
      "Confidence: 0.65\n",
      "Mouth is opened \n",
      "Confidence: 0.65\n",
      "Prediction: 0.77; time: 2 ms\n",
      "\n",
      "Confidence: 0.77\n",
      "Mouth is opened \n",
      "Confidence: 0.77\n",
      "Prediction: 0.77; time: 0 ms\n",
      "\n",
      "Confidence: 0.77\n",
      "Mouth is opened \n",
      "Confidence: 0.77\n",
      "Prediction: 0.55; time: 4 ms\n",
      "\n",
      "Confidence: 0.55\n",
      "Mouth is opened \n",
      "Confidence: 0.55\n",
      "Prediction: 0.04; time: 2 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.05; time: 3 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.56; time: 2 ms\n",
      "\n",
      "Confidence: 0.56\n",
      "Mouth is opened \n",
      "Confidence: 0.56\n",
      "Prediction: 0.56; time: 0 ms\n",
      "\n",
      "Confidence: 0.56\n",
      "Mouth is opened \n",
      "Confidence: 0.56\n",
      "Prediction: 0.10; time: 0 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.10; time: 17 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.22; time: 2 ms\n",
      "\n",
      "Confidence: 0.22\n",
      "Mouth  is closed \n",
      "Confidence: 0.22\n",
      "Prediction: 0.12; time: 2 ms\n",
      "\n",
      "Confidence: 0.12\n",
      "Mouth  is closed \n",
      "Confidence: 0.12\n",
      "Prediction: 0.24; time: 2 ms\n",
      "\n",
      "Confidence: 0.24\n",
      "Mouth  is closed \n",
      "Confidence: 0.24\n",
      "Prediction: 0.24; time: 0 ms\n",
      "\n",
      "Confidence: 0.24\n",
      "Mouth  is closed \n",
      "Confidence: 0.24\n",
      "Prediction: 0.82; time: 3 ms\n",
      "\n",
      "Confidence: 0.82\n",
      "Mouth is opened \n",
      "Confidence: 0.82\n",
      "Prediction: 0.82; time: 0 ms\n",
      "\n",
      "Confidence: 0.82\n",
      "Mouth is opened \n",
      "Confidence: 0.82\n",
      "Prediction: 0.82; time: 0 ms\n",
      "\n",
      "Confidence: 0.82\n",
      "Mouth is opened \n",
      "Confidence: 0.82\n",
      "Prediction: 0.48; time: 0 ms\n",
      "\n",
      "Confidence: 0.48\n",
      "Mouth is opened \n",
      "Confidence: 0.48\n",
      "Prediction: 0.48; time: 6 ms\n",
      "\n",
      "Confidence: 0.48\n",
      "Mouth is opened \n",
      "Confidence: 0.48\n",
      "Prediction: 0.63; time: 0 ms\n",
      "\n",
      "Confidence: 0.63\n",
      "Mouth is opened \n",
      "Confidence: 0.63\n",
      "Prediction: 0.45; time: 3 ms\n",
      "\n",
      "Confidence: 0.45\n",
      "Mouth is opened \n",
      "Confidence: 0.45\n",
      "Prediction: 0.73; time: 0 ms\n",
      "\n",
      "Confidence: 0.73\n",
      "Mouth is opened \n",
      "Confidence: 0.73\n",
      "Prediction: 0.73; time: 0 ms\n",
      "\n",
      "Confidence: 0.73\n",
      "Mouth is opened \n",
      "Confidence: 0.73\n",
      "Prediction: 0.47; time: 2 ms\n",
      "\n",
      "Confidence: 0.47\n",
      "Mouth is opened \n",
      "Confidence: 0.47\n",
      "Prediction: 0.80; time: 0 ms\n",
      "\n",
      "Confidence: 0.8\n",
      "Mouth is opened \n",
      "Confidence: 0.8\n",
      "Prediction: 0.80; time: 0 ms\n",
      "\n",
      "Confidence: 0.8\n",
      "Mouth is opened \n",
      "Confidence: 0.8\n",
      "Prediction: 0.58; time: 0 ms\n",
      "\n",
      "Confidence: 0.58\n",
      "Mouth is opened \n",
      "Confidence: 0.58\n",
      "Prediction: 0.58; time: 4 ms\n",
      "\n",
      "Confidence: 0.58\n",
      "Mouth is opened \n",
      "Confidence: 0.58\n",
      "Prediction: 0.64; time: 3 ms\n",
      "\n",
      "Confidence: 0.64\n",
      "Mouth is opened \n",
      "Confidence: 0.64\n",
      "Prediction: 0.64; time: 0 ms\n",
      "\n",
      "Confidence: 0.64\n",
      "Mouth is opened \n",
      "Confidence: 0.64\n",
      "Prediction: 0.64; time: 0 ms\n",
      "\n",
      "Confidence: 0.64\n",
      "Mouth is opened \n",
      "Confidence: 0.64\n",
      "Prediction: 0.80; time: 10 ms\n",
      "\n",
      "Confidence: 0.8\n",
      "Mouth is opened \n",
      "Confidence: 0.8\n",
      "Prediction: 0.80; time: 0 ms\n",
      "\n",
      "Confidence: 0.8\n",
      "Mouth is opened \n",
      "Confidence: 0.8\n",
      "Prediction: 0.62; time: 2 ms\n",
      "\n",
      "Confidence: 0.62\n",
      "Mouth is opened \n",
      "Confidence: 0.62\n",
      "Prediction: 0.09; time: 0 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 18 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.99; time: 2 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 3 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 3 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 2 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.96; time: 3 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.96; time: 1 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.98; time: 4 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.79; time: 0 ms\n",
      "\n",
      "Confidence: 0.79\n",
      "Mouth is opened \n",
      "Confidence: 0.79\n",
      "Prediction: 0.96; time: 0 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.96; time: 0 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.99; time: 2 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 2 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 7 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 48 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.95; time: 1 ms\n",
      "\n",
      "Confidence: 0.95\n",
      "Mouth is opened \n",
      "Confidence: 0.95\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.95; time: 4 ms\n",
      "\n",
      "Confidence: 0.95\n",
      "Mouth is opened \n",
      "Confidence: 0.95\n",
      "Prediction: 0.95; time: 0 ms\n",
      "\n",
      "Confidence: 0.95\n",
      "Mouth is opened \n",
      "Confidence: 0.95\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.97; time: 0 ms\n",
      "\n",
      "Confidence: 0.97\n",
      "Mouth is opened \n",
      "Confidence: 0.97\n",
      "Prediction: 0.97; time: 3 ms\n",
      "\n",
      "Confidence: 0.97\n",
      "Mouth is opened \n",
      "Confidence: 0.97\n",
      "Prediction: 0.95; time: 0 ms\n",
      "\n",
      "Confidence: 0.95\n",
      "Mouth is opened \n",
      "Confidence: 0.95\n",
      "Prediction: 0.95; time: 0 ms\n",
      "\n",
      "Confidence: 0.95\n",
      "Mouth is opened \n",
      "Confidence: 0.95\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 3 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 1 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 5 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.96; time: 1 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.96; time: 0 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.99; time: 4 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 3 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 8 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 7 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 8 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 10 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 7 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.88; time: 10 ms\n",
      "\n",
      "Confidence: 0.88\n",
      "Mouth is opened \n",
      "Confidence: 0.88\n",
      "Prediction: 0.88; time: 10 ms\n",
      "\n",
      "Confidence: 0.88\n",
      "Mouth is opened \n",
      "Confidence: 0.88\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.00; time: 13 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 2 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 3 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.03; time: 3 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.03; time: 2 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.64; time: 0 ms\n",
      "\n",
      "Confidence: 0.64\n",
      "Mouth is opened \n",
      "Confidence: 0.64\n",
      "Prediction: 0.64; time: 0 ms\n",
      "\n",
      "Confidence: 0.64\n",
      "Mouth is opened \n",
      "Confidence: 0.64\n",
      "Prediction: 0.73; time: 0 ms\n",
      "\n",
      "Confidence: 0.73\n",
      "Mouth is opened \n",
      "Confidence: 0.73\n",
      "Prediction: 0.73; time: 0 ms\n",
      "\n",
      "Confidence: 0.73\n",
      "Mouth is opened \n",
      "Confidence: 0.73\n",
      "Prediction: 1.00; time: 3 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 20 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 1 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 3 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 18 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 1 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 9 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.77; time: 19 ms\n",
      "\n",
      "Confidence: 0.77\n",
      "Mouth is opened \n",
      "Confidence: 0.77\n",
      "Prediction: 0.77; time: 0 ms\n",
      "\n",
      "Confidence: 0.77\n",
      "Mouth is opened \n",
      "Confidence: 0.77\n",
      "Prediction: 0.99; time: 4 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.98; time: 2 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.82; time: 4 ms\n",
      "\n",
      "Confidence: 0.82\n",
      "Mouth is opened \n",
      "Confidence: 0.82\n",
      "Prediction: 0.82; time: 0 ms\n",
      "\n",
      "Confidence: 0.82\n",
      "Mouth is opened \n",
      "Confidence: 0.82\n",
      "Prediction: 0.51; time: 0 ms\n",
      "\n",
      "Confidence: 0.51\n",
      "Mouth is opened \n",
      "Confidence: 0.51\n",
      "Prediction: 0.51; time: 0 ms\n",
      "\n",
      "Confidence: 0.51\n",
      "Mouth is opened \n",
      "Confidence: 0.51\n",
      "Prediction: 0.70; time: 30 ms\n",
      "\n",
      "Confidence: 0.7\n",
      "Mouth is opened \n",
      "Confidence: 0.7\n",
      "Prediction: 0.70; time: 1 ms\n",
      "\n",
      "Confidence: 0.7\n",
      "Mouth is opened \n",
      "Confidence: 0.7\n",
      "Prediction: 0.50; time: 0 ms\n",
      "\n",
      "Confidence: 0.5\n",
      "Mouth is opened \n",
      "Confidence: 0.5\n",
      "Prediction: 0.23; time: 2 ms\n",
      "\n",
      "Confidence: 0.23\n",
      "Mouth  is closed \n",
      "Confidence: 0.23\n",
      "Prediction: 0.23; time: 0 ms\n",
      "\n",
      "Confidence: 0.23\n",
      "Mouth  is closed \n",
      "Confidence: 0.23\n",
      "Prediction: 0.67; time: 0 ms\n",
      "\n",
      "Confidence: 0.67\n",
      "Mouth is opened \n",
      "Confidence: 0.67\n",
      "Prediction: 0.67; time: 4 ms\n",
      "\n",
      "Confidence: 0.67\n",
      "Mouth is opened \n",
      "Confidence: 0.67\n",
      "Prediction: 0.23; time: 0 ms\n",
      "\n",
      "Confidence: 0.23\n",
      "Mouth  is closed \n",
      "Confidence: 0.23\n",
      "Prediction: 0.23; time: 0 ms\n",
      "\n",
      "Confidence: 0.23\n",
      "Mouth  is closed \n",
      "Confidence: 0.23\n",
      "Prediction: 0.14; time: 0 ms\n",
      "\n",
      "Confidence: 0.14\n",
      "Mouth  is closed \n",
      "Confidence: 0.14\n",
      "Prediction: 0.14; time: 4 ms\n",
      "\n",
      "Confidence: 0.14\n",
      "Mouth  is closed \n",
      "Confidence: 0.14\n",
      "Prediction: 0.02; time: 4 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.37; time: 0 ms\n",
      "\n",
      "Confidence: 0.37\n",
      "Mouth  is closed \n",
      "Confidence: 0.37\n",
      "Prediction: 0.37; time: 4 ms\n",
      "\n",
      "Confidence: 0.37\n",
      "Mouth  is closed \n",
      "Confidence: 0.37\n",
      "Prediction: 0.21; time: 2 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.21; time: 0 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.16; time: 0 ms\n",
      "\n",
      "Confidence: 0.16\n",
      "Mouth  is closed \n",
      "Confidence: 0.16\n",
      "Prediction: 0.16; time: 0 ms\n",
      "\n",
      "Confidence: 0.16\n",
      "Mouth  is closed \n",
      "Confidence: 0.16\n",
      "Prediction: 0.16; time: 7 ms\n",
      "\n",
      "Confidence: 0.16\n",
      "Mouth  is closed \n",
      "Confidence: 0.16\n",
      "Prediction: 0.16; time: 0 ms\n",
      "\n",
      "Confidence: 0.16\n",
      "Mouth  is closed \n",
      "Confidence: 0.16\n",
      "Prediction: 0.21; time: 0 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.04; time: 1 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.04; time: 3 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.11; time: 3 ms\n",
      "\n",
      "Confidence: 0.11\n",
      "Mouth  is closed \n",
      "Confidence: 0.11\n",
      "Prediction: 0.11; time: 21 ms\n",
      "\n",
      "Confidence: 0.11\n",
      "Mouth  is closed \n",
      "Confidence: 0.11\n",
      "Prediction: 0.16; time: 0 ms\n",
      "\n",
      "Confidence: 0.16\n",
      "Mouth  is closed \n",
      "Confidence: 0.16\n",
      "Prediction: 0.16; time: 2 ms\n",
      "\n",
      "Confidence: 0.16\n",
      "Mouth  is closed \n",
      "Confidence: 0.16\n",
      "Prediction: 0.15; time: 0 ms\n",
      "\n",
      "Confidence: 0.15\n",
      "Mouth  is closed \n",
      "Confidence: 0.15\n",
      "Prediction: 0.15; time: 0 ms\n",
      "\n",
      "Confidence: 0.15\n",
      "Mouth  is closed \n",
      "Confidence: 0.15\n",
      "Prediction: 0.12; time: 2 ms\n",
      "\n",
      "Confidence: 0.12\n",
      "Mouth  is closed \n",
      "Confidence: 0.12\n",
      "Prediction: 0.12; time: 0 ms\n",
      "\n",
      "Confidence: 0.12\n",
      "Mouth  is closed \n",
      "Confidence: 0.12\n",
      "Prediction: 0.08; time: 2 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.08; time: 1 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.08; time: 3 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.06; time: 4 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.06; time: 0 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.13; time: 0 ms\n",
      "\n",
      "Confidence: 0.13\n",
      "Mouth  is closed \n",
      "Confidence: 0.13\n",
      "Prediction: 0.13; time: 0 ms\n",
      "\n",
      "Confidence: 0.13\n",
      "Mouth  is closed \n",
      "Confidence: 0.13\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.01; time: 3 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.20; time: 19 ms\n",
      "\n",
      "Confidence: 0.2\n",
      "Mouth  is closed \n",
      "Confidence: 0.2\n",
      "Prediction: 0.20; time: 1 ms\n",
      "\n",
      "Confidence: 0.2\n",
      "Mouth  is closed \n",
      "Confidence: 0.2\n",
      "Prediction: 0.16; time: 0 ms\n",
      "\n",
      "Confidence: 0.16\n",
      "Mouth  is closed \n",
      "Confidence: 0.16\n",
      "Prediction: 0.04; time: 3 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.04; time: 19 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.01; time: 3 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 2 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 41 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.37; time: 2 ms\n",
      "\n",
      "Confidence: 0.37\n",
      "Mouth  is closed \n",
      "Confidence: 0.37\n",
      "Prediction: 0.19; time: 8 ms\n",
      "\n",
      "Confidence: 0.19\n",
      "Mouth  is closed \n",
      "Confidence: 0.19\n",
      "Prediction: 0.19; time: 9 ms\n",
      "\n",
      "Confidence: 0.19\n",
      "Mouth  is closed \n",
      "Confidence: 0.19\n",
      "Prediction: 0.21; time: 0 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.21; time: 0 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.21; time: 12 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.21; time: 0 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.57; time: 0 ms\n",
      "\n",
      "Confidence: 0.57\n",
      "Mouth is opened \n",
      "Confidence: 0.57\n",
      "Prediction: 0.57; time: 4 ms\n",
      "\n",
      "Confidence: 0.57\n",
      "Mouth is opened \n",
      "Confidence: 0.57\n",
      "Prediction: 0.50; time: 0 ms\n",
      "\n",
      "Confidence: 0.5\n",
      "Mouth is opened \n",
      "Confidence: 0.5\n",
      "Prediction: 0.51; time: 2 ms\n",
      "\n",
      "Confidence: 0.51\n",
      "Mouth is opened \n",
      "Confidence: 0.51\n",
      "Prediction: 0.51; time: 18 ms\n",
      "\n",
      "Confidence: 0.51\n",
      "Mouth is opened \n",
      "Confidence: 0.51\n",
      "Prediction: 0.43; time: 3 ms\n",
      "\n",
      "Confidence: 0.43\n",
      "Mouth is opened \n",
      "Confidence: 0.43\n",
      "Prediction: 0.43; time: 7 ms\n",
      "\n",
      "Confidence: 0.43\n",
      "Mouth is opened \n",
      "Confidence: 0.43\n",
      "Prediction: 0.42; time: 0 ms\n",
      "\n",
      "Confidence: 0.42\n",
      "Mouth is opened \n",
      "Confidence: 0.42\n",
      "Prediction: 0.42; time: 0 ms\n",
      "\n",
      "Confidence: 0.42\n",
      "Mouth is opened \n",
      "Confidence: 0.42\n",
      "Prediction: 0.63; time: 17 ms\n",
      "\n",
      "Confidence: 0.63\n",
      "Mouth is opened \n",
      "Confidence: 0.63\n",
      "Prediction: 0.63; time: 3 ms\n",
      "\n",
      "Confidence: 0.63\n",
      "Mouth is opened \n",
      "Confidence: 0.63\n",
      "Prediction: 0.59; time: 10 ms\n",
      "\n",
      "Confidence: 0.59\n",
      "Mouth is opened \n",
      "Confidence: 0.59\n",
      "Prediction: 0.59; time: 21 ms\n",
      "\n",
      "Confidence: 0.59\n",
      "Mouth is opened \n",
      "Confidence: 0.59\n",
      "Prediction: 0.39; time: 0 ms\n",
      "\n",
      "Confidence: 0.39\n",
      "Mouth  is closed \n",
      "Confidence: 0.39\n",
      "Prediction: 0.32; time: 0 ms\n",
      "\n",
      "Confidence: 0.32\n",
      "Mouth  is closed \n",
      "Confidence: 0.32\n",
      "Prediction: 0.32; time: 81 ms\n",
      "\n",
      "Confidence: 0.32\n",
      "Mouth  is closed \n",
      "Confidence: 0.32\n",
      "Prediction: 0.40; time: 0 ms\n",
      "\n",
      "Confidence: 0.4\n",
      "Mouth is opened \n",
      "Confidence: 0.4\n",
      "Prediction: 0.41; time: 4 ms\n",
      "\n",
      "Confidence: 0.41\n",
      "Mouth is opened \n",
      "Confidence: 0.41\n",
      "Prediction: 0.41; time: 0 ms\n",
      "\n",
      "Confidence: 0.41\n",
      "Mouth is opened \n",
      "Confidence: 0.41\n",
      "Prediction: 0.23; time: 2 ms\n",
      "\n",
      "Confidence: 0.23\n",
      "Mouth  is closed \n",
      "Confidence: 0.23\n",
      "Prediction: 0.23; time: 1 ms\n",
      "\n",
      "Confidence: 0.23\n",
      "Mouth  is closed \n",
      "Confidence: 0.23\n",
      "Prediction: 0.30; time: 0 ms\n",
      "\n",
      "Confidence: 0.3\n",
      "Mouth  is closed \n",
      "Confidence: 0.3\n",
      "Prediction: 0.30; time: 59 ms\n",
      "\n",
      "Confidence: 0.3\n",
      "Mouth  is closed \n",
      "Confidence: 0.3\n",
      "Prediction: 0.39; time: 0 ms\n",
      "\n",
      "Confidence: 0.39\n",
      "Mouth  is closed \n",
      "Confidence: 0.39\n",
      "Prediction: 0.30; time: 1 ms\n",
      "\n",
      "Confidence: 0.3\n",
      "Mouth  is closed \n",
      "Confidence: 0.3\n",
      "Prediction: 0.30; time: 0 ms\n",
      "\n",
      "Confidence: 0.3\n",
      "Mouth  is closed \n",
      "Confidence: 0.3\n",
      "Prediction: 0.27; time: 3 ms\n",
      "\n",
      "Confidence: 0.27\n",
      "Mouth  is closed \n",
      "Confidence: 0.27\n",
      "Prediction: 0.27; time: 2 ms\n",
      "\n",
      "Confidence: 0.27\n",
      "Mouth  is closed \n",
      "Confidence: 0.27\n",
      "Prediction: 0.24; time: 0 ms\n",
      "\n",
      "Confidence: 0.24\n",
      "Mouth  is closed \n",
      "Confidence: 0.24\n",
      "Prediction: 0.24; time: 10 ms\n",
      "\n",
      "Confidence: 0.24\n",
      "Mouth  is closed \n",
      "Confidence: 0.24\n",
      "Prediction: 0.20; time: 8 ms\n",
      "\n",
      "Confidence: 0.2\n",
      "Mouth  is closed \n",
      "Confidence: 0.2\n",
      "Prediction: 0.20; time: 0 ms\n",
      "\n",
      "Confidence: 0.2\n",
      "Mouth  is closed \n",
      "Confidence: 0.2\n",
      "Prediction: 0.19; time: 0 ms\n",
      "\n",
      "Confidence: 0.19\n",
      "Mouth  is closed \n",
      "Confidence: 0.19\n",
      "Prediction: 0.19; time: 4 ms\n",
      "\n",
      "Confidence: 0.19\n",
      "Mouth  is closed \n",
      "Confidence: 0.19\n",
      "Prediction: 0.20; time: 6 ms\n",
      "\n",
      "Confidence: 0.2\n",
      "Mouth  is closed \n",
      "Confidence: 0.2\n",
      "Prediction: 0.20; time: 0 ms\n",
      "\n",
      "Confidence: 0.2\n",
      "Mouth  is closed \n",
      "Confidence: 0.2\n",
      "Prediction: 0.11; time: 0 ms\n",
      "\n",
      "Confidence: 0.11\n",
      "Mouth  is closed \n",
      "Confidence: 0.11\n",
      "Prediction: 0.17; time: 20 ms\n",
      "\n",
      "Confidence: 0.17\n",
      "Mouth  is closed \n",
      "Confidence: 0.17\n",
      "Prediction: 0.17; time: 20 ms\n",
      "\n",
      "Confidence: 0.17\n",
      "Mouth  is closed \n",
      "Confidence: 0.17\n",
      "Prediction: 0.09; time: 0 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.09; time: 4 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.09; time: 0 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.12; time: 1 ms\n",
      "\n",
      "Confidence: 0.12\n",
      "Mouth  is closed \n",
      "Confidence: 0.12\n",
      "Prediction: 0.09; time: 0 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.09; time: 4 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.13; time: 0 ms\n",
      "\n",
      "Confidence: 0.13\n",
      "Mouth  is closed \n",
      "Confidence: 0.13\n",
      "Prediction: 0.13; time: 0 ms\n",
      "\n",
      "Confidence: 0.13\n",
      "Mouth  is closed \n",
      "Confidence: 0.13\n",
      "Prediction: 0.53; time: 0 ms\n",
      "\n",
      "Confidence: 0.53\n",
      "Mouth is opened \n",
      "Confidence: 0.53\n",
      "Prediction: 0.68; time: 4 ms\n",
      "\n",
      "Confidence: 0.68\n",
      "Mouth is opened \n",
      "Confidence: 0.68\n",
      "Prediction: 0.68; time: 4 ms\n",
      "\n",
      "Confidence: 0.68\n",
      "Mouth is opened \n",
      "Confidence: 0.68\n",
      "Prediction: 0.68; time: 2 ms\n",
      "\n",
      "Confidence: 0.68\n",
      "Mouth is opened \n",
      "Confidence: 0.68\n",
      "Prediction: 0.49; time: 0 ms\n",
      "\n",
      "Confidence: 0.49\n",
      "Mouth is opened \n",
      "Confidence: 0.49\n",
      "Prediction: 0.62; time: 0 ms\n",
      "\n",
      "Confidence: 0.62\n",
      "Mouth is opened \n",
      "Confidence: 0.62\n",
      "Prediction: 0.62; time: 0 ms\n",
      "\n",
      "Confidence: 0.62\n",
      "Mouth is opened \n",
      "Confidence: 0.62\n",
      "Prediction: 0.46; time: 4 ms\n",
      "\n",
      "Confidence: 0.46\n",
      "Mouth is opened \n",
      "Confidence: 0.46\n",
      "Prediction: 0.46; time: 0 ms\n",
      "\n",
      "Confidence: 0.46\n",
      "Mouth is opened \n",
      "Confidence: 0.46\n",
      "Prediction: 0.75; time: 0 ms\n",
      "\n",
      "Confidence: 0.75\n",
      "Mouth is opened \n",
      "Confidence: 0.75\n",
      "Prediction: 0.75; time: 3 ms\n",
      "\n",
      "Confidence: 0.75\n",
      "Mouth is opened \n",
      "Confidence: 0.75\n",
      "Prediction: 0.10; time: 20 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.20; time: 0 ms\n",
      "\n",
      "Confidence: 0.2\n",
      "Mouth  is closed \n",
      "Confidence: 0.2\n",
      "Prediction: 0.35; time: 2 ms\n",
      "\n",
      "Confidence: 0.35\n",
      "Mouth  is closed \n",
      "Confidence: 0.35\n",
      "Prediction: 0.21; time: 2 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.21; time: 0 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.00; time: 40 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 2 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.80; time: 0 ms\n",
      "\n",
      "Confidence: 0.8\n",
      "Mouth is opened \n",
      "Confidence: 0.8\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 1 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 18 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 3 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 30 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 3 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.70; time: 2 ms\n",
      "\n",
      "Confidence: 0.7\n",
      "Mouth is opened \n",
      "Confidence: 0.7\n",
      "Prediction: 0.70; time: 4 ms\n",
      "\n",
      "Confidence: 0.7\n",
      "Mouth is opened \n",
      "Confidence: 0.7\n",
      "Prediction: 0.99; time: 1 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.97; time: 0 ms\n",
      "\n",
      "Confidence: 0.97\n",
      "Mouth is opened \n",
      "Confidence: 0.97\n",
      "Prediction: 0.70; time: 2 ms\n",
      "\n",
      "Confidence: 0.7\n",
      "Mouth is opened \n",
      "Confidence: 0.7\n",
      "Prediction: 0.70; time: 0 ms\n",
      "\n",
      "Confidence: 0.7\n",
      "Mouth is opened \n",
      "Confidence: 0.7\n",
      "Prediction: 0.60; time: 3 ms\n",
      "\n",
      "Confidence: 0.6\n",
      "Mouth is opened \n",
      "Confidence: 0.6\n",
      "Prediction: 0.60; time: 0 ms\n",
      "\n",
      "Confidence: 0.6\n",
      "Mouth is opened \n",
      "Confidence: 0.6\n",
      "Prediction: 0.60; time: 1 ms\n",
      "\n",
      "Confidence: 0.6\n",
      "Mouth is opened \n",
      "Confidence: 0.6\n",
      "Prediction: 0.88; time: 2 ms\n",
      "\n",
      "Confidence: 0.88\n",
      "Mouth is opened \n",
      "Confidence: 0.88\n",
      "Prediction: 0.54; time: 0 ms\n",
      "\n",
      "Confidence: 0.54\n",
      "Mouth is opened \n",
      "Confidence: 0.54\n",
      "Prediction: 0.54; time: 7 ms\n",
      "\n",
      "Confidence: 0.54\n",
      "Mouth is opened \n",
      "Confidence: 0.54\n",
      "Prediction: 0.62; time: 2 ms\n",
      "\n",
      "Confidence: 0.62\n",
      "Mouth is opened \n",
      "Confidence: 0.62\n",
      "Prediction: 0.30; time: 1 ms\n",
      "\n",
      "Confidence: 0.3\n",
      "Mouth  is closed \n",
      "Confidence: 0.3\n",
      "Prediction: 0.30; time: 0 ms\n",
      "\n",
      "Confidence: 0.3\n",
      "Mouth  is closed \n",
      "Confidence: 0.3\n",
      "Prediction: 0.30; time: 2 ms\n",
      "\n",
      "Confidence: 0.3\n",
      "Mouth  is closed \n",
      "Confidence: 0.3\n",
      "Prediction: 0.60; time: 0 ms\n",
      "\n",
      "Confidence: 0.6\n",
      "Mouth is opened \n",
      "Confidence: 0.6\n",
      "Prediction: 0.60; time: 6 ms\n",
      "\n",
      "Confidence: 0.6\n",
      "Mouth is opened \n",
      "Confidence: 0.6\n",
      "Prediction: 0.67; time: 0 ms\n",
      "\n",
      "Confidence: 0.67\n",
      "Mouth is opened \n",
      "Confidence: 0.67\n",
      "Prediction: 0.67; time: 2 ms\n",
      "\n",
      "Confidence: 0.67\n",
      "Mouth is opened \n",
      "Confidence: 0.67\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.96; time: 0 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.96; time: 2 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.96; time: 0 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.96; time: 3 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.92; time: 0 ms\n",
      "\n",
      "Confidence: 0.92\n",
      "Mouth is opened \n",
      "Confidence: 0.92\n",
      "Prediction: 0.92; time: 0 ms\n",
      "\n",
      "Confidence: 0.92\n",
      "Mouth is opened \n",
      "Confidence: 0.92\n",
      "Prediction: 0.98; time: 2 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 1 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.98; time: 7 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.97; time: 2 ms\n",
      "\n",
      "Confidence: 0.97\n",
      "Mouth is opened \n",
      "Confidence: 0.97\n",
      "Prediction: 0.73; time: 0 ms\n",
      "\n",
      "Confidence: 0.73\n",
      "Mouth is opened \n",
      "Confidence: 0.73\n",
      "Prediction: 0.73; time: 4 ms\n",
      "\n",
      "Confidence: 0.73\n",
      "Mouth is opened \n",
      "Confidence: 0.73\n",
      "Prediction: 0.79; time: 4 ms\n",
      "\n",
      "Confidence: 0.79\n",
      "Mouth is opened \n",
      "Confidence: 0.79\n",
      "Prediction: 0.79; time: 19 ms\n",
      "\n",
      "Confidence: 0.79\n",
      "Mouth is opened \n",
      "Confidence: 0.79\n",
      "Prediction: 0.89; time: 0 ms\n",
      "\n",
      "Confidence: 0.89\n",
      "Mouth is opened \n",
      "Confidence: 0.89\n",
      "Prediction: 0.89; time: 2 ms\n",
      "\n",
      "Confidence: 0.89\n",
      "Mouth is opened \n",
      "Confidence: 0.89\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.96; time: 0 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.96; time: 12 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.98; time: 10 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.98; time: 2 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.96; time: 2 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.96; time: 0 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.83; time: 0 ms\n",
      "\n",
      "Confidence: 0.83\n",
      "Mouth is opened \n",
      "Confidence: 0.83\n",
      "Prediction: 0.83; time: 3 ms\n",
      "\n",
      "Confidence: 0.83\n",
      "Mouth is opened \n",
      "Confidence: 0.83\n",
      "Prediction: 0.83; time: 0 ms\n",
      "\n",
      "Confidence: 0.83\n",
      "Mouth is opened \n",
      "Confidence: 0.83\n",
      "Prediction: 0.52; time: 4 ms\n",
      "\n",
      "Confidence: 0.52\n",
      "Mouth is opened \n",
      "Confidence: 0.52\n",
      "Prediction: 0.52; time: 0 ms\n",
      "\n",
      "Confidence: 0.52\n",
      "Mouth is opened \n",
      "Confidence: 0.52\n",
      "Prediction: 0.78; time: 9 ms\n",
      "\n",
      "Confidence: 0.78\n",
      "Mouth is opened \n",
      "Confidence: 0.78\n",
      "Prediction: 0.78; time: 11 ms\n",
      "\n",
      "Confidence: 0.78\n",
      "Mouth is opened \n",
      "Confidence: 0.78\n",
      "Prediction: 0.73; time: 0 ms\n",
      "\n",
      "Confidence: 0.73\n",
      "Mouth is opened \n",
      "Confidence: 0.73\n",
      "Prediction: 0.73; time: 7 ms\n",
      "\n",
      "Confidence: 0.73\n",
      "Mouth is opened \n",
      "Confidence: 0.73\n",
      "Prediction: 0.74; time: 0 ms\n",
      "\n",
      "Confidence: 0.74\n",
      "Mouth is opened \n",
      "Confidence: 0.74\n",
      "Prediction: 0.74; time: 19 ms\n",
      "\n",
      "Confidence: 0.74\n",
      "Mouth is opened \n",
      "Confidence: 0.74\n",
      "Prediction: 0.66; time: 7 ms\n",
      "\n",
      "Confidence: 0.66\n",
      "Mouth is opened \n",
      "Confidence: 0.66\n",
      "Prediction: 0.42; time: 0 ms\n",
      "\n",
      "Confidence: 0.42\n",
      "Mouth is opened \n",
      "Confidence: 0.42\n",
      "Prediction: 0.42; time: 0 ms\n",
      "\n",
      "Confidence: 0.42\n",
      "Mouth is opened \n",
      "Confidence: 0.42\n",
      "Prediction: 0.28; time: 3 ms\n",
      "\n",
      "Confidence: 0.28\n",
      "Mouth  is closed \n",
      "Confidence: 0.28\n",
      "Prediction: 0.28; time: 2 ms\n",
      "\n",
      "Confidence: 0.28\n",
      "Mouth  is closed \n",
      "Confidence: 0.28\n",
      "Prediction: 0.18; time: 0 ms\n",
      "\n",
      "Confidence: 0.18\n",
      "Mouth  is closed \n",
      "Confidence: 0.18\n",
      "Prediction: 0.18; time: 0 ms\n",
      "\n",
      "Confidence: 0.18\n",
      "Mouth  is closed \n",
      "Confidence: 0.18\n",
      "Prediction: 0.26; time: 0 ms\n",
      "\n",
      "Confidence: 0.26\n",
      "Mouth  is closed \n",
      "Confidence: 0.26\n",
      "Prediction: 0.26; time: 3 ms\n",
      "\n",
      "Confidence: 0.26\n",
      "Mouth  is closed \n",
      "Confidence: 0.26\n",
      "Prediction: 0.27; time: 1 ms\n",
      "\n",
      "Confidence: 0.27\n",
      "Mouth  is closed \n",
      "Confidence: 0.27\n",
      "Prediction: 0.27; time: 7 ms\n",
      "\n",
      "Confidence: 0.27\n",
      "Mouth  is closed \n",
      "Confidence: 0.27\n",
      "Prediction: 0.21; time: 0 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.21; time: 2 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.62; time: 2 ms\n",
      "\n",
      "Confidence: 0.62\n",
      "Mouth is opened \n",
      "Confidence: 0.62\n",
      "Prediction: 0.62; time: 0 ms\n",
      "\n",
      "Confidence: 0.62\n",
      "Mouth is opened \n",
      "Confidence: 0.62\n",
      "Prediction: 0.90; time: 0 ms\n",
      "\n",
      "Confidence: 0.9\n",
      "Mouth is opened \n",
      "Confidence: 0.9\n",
      "Prediction: 0.90; time: 7 ms\n",
      "\n",
      "Confidence: 0.9\n",
      "Mouth is opened \n",
      "Confidence: 0.9\n",
      "Prediction: 0.95; time: 0 ms\n",
      "\n",
      "Confidence: 0.95\n",
      "Mouth is opened \n",
      "Confidence: 0.95\n",
      "Prediction: 0.95; time: 0 ms\n",
      "\n",
      "Confidence: 0.95\n",
      "Mouth is opened \n",
      "Confidence: 0.95\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 13 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 11 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.95; time: 0 ms\n",
      "\n",
      "Confidence: 0.95\n",
      "Mouth is opened \n",
      "Confidence: 0.95\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 2 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.03; time: 4 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.01; time: 58 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 1 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.61; time: 3 ms\n",
      "\n",
      "Confidence: 0.61\n",
      "Mouth is opened \n",
      "Confidence: 0.61\n",
      "Prediction: 0.61; time: 0 ms\n",
      "\n",
      "Confidence: 0.61\n",
      "Mouth is opened \n",
      "Confidence: 0.61\n",
      "Prediction: 0.63; time: 0 ms\n",
      "\n",
      "Confidence: 0.63\n",
      "Mouth is opened \n",
      "Confidence: 0.63\n",
      "Prediction: 0.63; time: 0 ms\n",
      "\n",
      "Confidence: 0.63\n",
      "Mouth is opened \n",
      "Confidence: 0.63\n",
      "Prediction: 0.80; time: 24 ms\n",
      "\n",
      "Confidence: 0.8\n",
      "Mouth is opened \n",
      "Confidence: 0.8\n",
      "Prediction: 0.80; time: 0 ms\n",
      "\n",
      "Confidence: 0.8\n",
      "Mouth is opened \n",
      "Confidence: 0.8\n",
      "Prediction: 0.93; time: 2 ms\n",
      "\n",
      "Confidence: 0.93\n",
      "Mouth is opened \n",
      "Confidence: 0.93\n",
      "Prediction: 0.93; time: 2 ms\n",
      "\n",
      "Confidence: 0.93\n",
      "Mouth is opened \n",
      "Confidence: 0.93\n",
      "Prediction: 0.93; time: 0 ms\n",
      "\n",
      "Confidence: 0.93\n",
      "Mouth is opened \n",
      "Confidence: 0.93\n",
      "Prediction: 0.97; time: 0 ms\n",
      "\n",
      "Confidence: 0.97\n",
      "Mouth is opened \n",
      "Confidence: 0.97\n",
      "Prediction: 0.97; time: 3 ms\n",
      "\n",
      "Confidence: 0.97\n",
      "Mouth is opened \n",
      "Confidence: 0.97\n",
      "Prediction: 0.80; time: 0 ms\n",
      "\n",
      "Confidence: 0.8\n",
      "Mouth is opened \n",
      "Confidence: 0.8\n",
      "Prediction: 0.80; time: 0 ms\n",
      "\n",
      "Confidence: 0.8\n",
      "Mouth is opened \n",
      "Confidence: 0.8\n",
      "Prediction: 0.94; time: 3 ms\n",
      "\n",
      "Confidence: 0.94\n",
      "Mouth is opened \n",
      "Confidence: 0.94\n",
      "Prediction: 0.94; time: 2 ms\n",
      "\n",
      "Confidence: 0.94\n",
      "Mouth is opened \n",
      "Confidence: 0.94\n",
      "Prediction: 0.91; time: 0 ms\n",
      "\n",
      "Confidence: 0.91\n",
      "Mouth is opened \n",
      "Confidence: 0.91\n",
      "Prediction: 0.91; time: 0 ms\n",
      "\n",
      "Confidence: 0.91\n",
      "Mouth is opened \n",
      "Confidence: 0.91\n",
      "Prediction: 0.95; time: 0 ms\n",
      "\n",
      "Confidence: 0.95\n",
      "Mouth is opened \n",
      "Confidence: 0.95\n",
      "Prediction: 0.95; time: 0 ms\n",
      "\n",
      "Confidence: 0.95\n",
      "Mouth is opened \n",
      "Confidence: 0.95\n",
      "Prediction: 0.53; time: 4 ms\n",
      "\n",
      "Confidence: 0.53\n",
      "Mouth is opened \n",
      "Confidence: 0.53\n",
      "Prediction: 0.53; time: 4 ms\n",
      "\n",
      "Confidence: 0.53\n",
      "Mouth is opened \n",
      "Confidence: 0.53\n",
      "Prediction: 0.09; time: 0 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.09; time: 0 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.96; time: 0 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.99; time: 2 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 4 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.94; time: 0 ms\n",
      "\n",
      "Confidence: 0.94\n",
      "Mouth is opened \n",
      "Confidence: 0.94\n",
      "Prediction: 0.94; time: 7 ms\n",
      "\n",
      "Confidence: 0.94\n",
      "Mouth is opened \n",
      "Confidence: 0.94\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 1.00; time: 3 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 2 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.99; time: 4 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 20 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: -0.00; time: 3 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 10 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 10 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 1 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 3 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 2 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 18 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 8 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 5 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: -0.00; time: 7 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 2 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.07; time: 10 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.09; time: 0 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.81; time: 0 ms\n",
      "\n",
      "Confidence: 0.81\n",
      "Mouth is opened \n",
      "Confidence: 0.81\n",
      "Prediction: 0.93; time: 2 ms\n",
      "\n",
      "Confidence: 0.93\n",
      "Mouth is opened \n",
      "Confidence: 0.93\n",
      "Prediction: 0.96; time: 19 ms\n",
      "\n",
      "Confidence: 0.96\n",
      "Mouth is opened \n",
      "Confidence: 0.96\n",
      "Prediction: 0.46; time: 0 ms\n",
      "\n",
      "Confidence: 0.46\n",
      "Mouth is opened \n",
      "Confidence: 0.46\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.12; time: 0 ms\n",
      "\n",
      "Confidence: 0.12\n",
      "Mouth  is closed \n",
      "Confidence: 0.12\n",
      "Prediction: 0.12; time: 0 ms\n",
      "\n",
      "Confidence: 0.12\n",
      "Mouth  is closed \n",
      "Confidence: 0.12\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.01; time: 2 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.03; time: 18 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 3 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.05; time: 40 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.08; time: 15 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.14; time: 2 ms\n",
      "\n",
      "Confidence: 0.14\n",
      "Mouth  is closed \n",
      "Confidence: 0.14\n",
      "Prediction: 0.40; time: 0 ms\n",
      "\n",
      "Confidence: 0.4\n",
      "Mouth is opened \n",
      "Confidence: 0.4\n",
      "Prediction: 0.27; time: 0 ms\n",
      "\n",
      "Confidence: 0.27\n",
      "Mouth  is closed \n",
      "Confidence: 0.27\n",
      "Prediction: 0.02; time: 23 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 40 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.03; time: 10 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.10; time: 0 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.34; time: 4 ms\n",
      "\n",
      "Confidence: 0.34\n",
      "Mouth  is closed \n",
      "Confidence: 0.34\n",
      "Prediction: 0.17; time: 0 ms\n",
      "\n",
      "Confidence: 0.17\n",
      "Mouth  is closed \n",
      "Confidence: 0.17\n",
      "Prediction: 0.38; time: 19 ms\n",
      "\n",
      "Confidence: 0.38\n",
      "Mouth  is closed \n",
      "Confidence: 0.38\n",
      "Prediction: 0.55; time: 0 ms\n",
      "\n",
      "Confidence: 0.55\n",
      "Mouth is opened \n",
      "Confidence: 0.55\n",
      "Prediction: 0.54; time: 21 ms\n",
      "\n",
      "Confidence: 0.54\n",
      "Mouth is opened \n",
      "Confidence: 0.54\n",
      "Prediction: 0.86; time: 4 ms\n",
      "\n",
      "Confidence: 0.86\n",
      "Mouth is opened \n",
      "Confidence: 0.86\n",
      "Prediction: 0.78; time: 10 ms\n",
      "\n",
      "Confidence: 0.78\n",
      "Mouth is opened \n",
      "Confidence: 0.78\n",
      "Prediction: 0.13; time: 1 ms\n",
      "\n",
      "Confidence: 0.13\n",
      "Mouth  is closed \n",
      "Confidence: 0.13\n",
      "Prediction: 0.25; time: 0 ms\n",
      "\n",
      "Confidence: 0.25\n",
      "Mouth  is closed \n",
      "Confidence: 0.25\n",
      "Prediction: 0.08; time: 0 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.02; time: 4 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.01; time: 1 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 18 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.14; time: 0 ms\n",
      "\n",
      "Confidence: 0.14\n",
      "Mouth  is closed \n",
      "Confidence: 0.14\n",
      "Prediction: 0.10; time: 0 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.08; time: 0 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.08; time: 4 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.07; time: 0 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.11; time: 1 ms\n",
      "\n",
      "Confidence: 0.11\n",
      "Mouth  is closed \n",
      "Confidence: 0.11\n",
      "Prediction: 0.06; time: 0 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.07; time: 0 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.05; time: 4 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.07; time: 0 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.10; time: 8 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 1 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.10; time: 0 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.19; time: 8 ms\n",
      "\n",
      "Confidence: 0.19\n",
      "Mouth  is closed \n",
      "Confidence: 0.19\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.03; time: 1 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.05; time: 9 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.04; time: 4 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.01; time: 2 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 5 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.04; time: 6 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.01; time: 5 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 7 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 20 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 1 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 8 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 19 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 12 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 8 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 6 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 18 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 6 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.00; time: 2 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 18 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 19 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 18 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 2 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 19 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 6 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.08; time: 7 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.24; time: 0 ms\n",
      "\n",
      "Confidence: 0.24\n",
      "Mouth  is closed \n",
      "Confidence: 0.24\n",
      "Prediction: 0.03; time: 18 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 7 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 19 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 2 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 10 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 3 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 10 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 18 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.03; time: 20 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.60; time: 7 ms\n",
      "\n",
      "Confidence: 0.6\n",
      "Mouth is opened \n",
      "Confidence: 0.6\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.16; time: 0 ms\n",
      "\n",
      "Confidence: 0.16\n",
      "Mouth  is closed \n",
      "Confidence: 0.16\n",
      "Prediction: 0.10; time: 18 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.06; time: 4 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.07; time: 0 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.02; time: 1 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.08; time: 0 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.02; time: 8 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.18; time: 11 ms\n",
      "\n",
      "Confidence: 0.18\n",
      "Mouth  is closed \n",
      "Confidence: 0.18\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.09; time: 0 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.05; time: 3 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.06; time: 0 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.03; time: 21 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.01; time: 3 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 3 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 10 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 2 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 3 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 19 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 2 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 9 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 3 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 6 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 9 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 3 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 7 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 9 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 3 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 28 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 5 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.03; time: 6 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.02; time: 2 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.09; time: 0 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.06; time: 4 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.06; time: 3 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 19 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 4 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.01; time: 6 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.03; time: 2 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.03; time: 15 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.07; time: 0 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.16; time: 0 ms\n",
      "\n",
      "Confidence: 0.16\n",
      "Mouth  is closed \n",
      "Confidence: 0.16\n",
      "Prediction: 0.21; time: 0 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.20; time: 0 ms\n",
      "\n",
      "Confidence: 0.2\n",
      "Mouth  is closed \n",
      "Confidence: 0.2\n",
      "Prediction: 0.11; time: 0 ms\n",
      "\n",
      "Confidence: 0.11\n",
      "Mouth  is closed \n",
      "Confidence: 0.11\n",
      "Prediction: 0.09; time: 4 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.07; time: 0 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.09; time: 0 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.10; time: 0 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.15; time: 0 ms\n",
      "\n",
      "Confidence: 0.15\n",
      "Mouth  is closed \n",
      "Confidence: 0.15\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.02; time: 4 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.03; time: 7 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.01; time: 5 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.02; time: 7 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 4 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 10 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 10 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 8 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.14; time: 5 ms\n",
      "\n",
      "Confidence: 0.14\n",
      "Mouth  is closed \n",
      "Confidence: 0.14\n",
      "Prediction: 0.77; time: 0 ms\n",
      "\n",
      "Confidence: 0.77\n",
      "Mouth is opened \n",
      "Confidence: 0.77\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 3 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.33; time: 0 ms\n",
      "\n",
      "Confidence: 0.33\n",
      "Mouth  is closed \n",
      "Confidence: 0.33\n",
      "Prediction: 0.00; time: 3 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 8 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: -0.00; time: 6 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.00; time: 5 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 6 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 8 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 5 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 10 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 5 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 20 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 8 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.03; time: 3 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.13; time: 0 ms\n",
      "\n",
      "Confidence: 0.13\n",
      "Mouth  is closed \n",
      "Confidence: 0.13\n",
      "Prediction: 0.06; time: 0 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.06; time: 0 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.02; time: 4 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.23; time: 0 ms\n",
      "\n",
      "Confidence: 0.23\n",
      "Mouth  is closed \n",
      "Confidence: 0.23\n",
      "Prediction: 0.09; time: 0 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.14; time: 0 ms\n",
      "\n",
      "Confidence: 0.14\n",
      "Mouth  is closed \n",
      "Confidence: 0.14\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.03; time: 7 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.03; time: 8 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 4 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.06; time: 0 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.07; time: 0 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.15; time: 0 ms\n",
      "\n",
      "Confidence: 0.15\n",
      "Mouth  is closed \n",
      "Confidence: 0.15\n",
      "Prediction: 0.08; time: 4 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.06; time: 0 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 5 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 3 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 3 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 5 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 10 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 5 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 8 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 8 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 6 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 6 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 3 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 8 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 20 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 6 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.06; time: 0 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.25; time: 0 ms\n",
      "\n",
      "Confidence: 0.25\n",
      "Mouth  is closed \n",
      "Confidence: 0.25\n",
      "Prediction: 0.24; time: 0 ms\n",
      "\n",
      "Confidence: 0.24\n",
      "Mouth  is closed \n",
      "Confidence: 0.24\n",
      "Prediction: 0.27; time: 4 ms\n",
      "\n",
      "Confidence: 0.27\n",
      "Mouth  is closed \n",
      "Confidence: 0.27\n",
      "Prediction: 0.19; time: 0 ms\n",
      "\n",
      "Confidence: 0.19\n",
      "Mouth  is closed \n",
      "Confidence: 0.19\n",
      "Prediction: 0.35; time: 0 ms\n",
      "\n",
      "Confidence: 0.35\n",
      "Mouth  is closed \n",
      "Confidence: 0.35\n",
      "Prediction: 0.49; time: 6 ms\n",
      "\n",
      "Confidence: 0.49\n",
      "Mouth is opened \n",
      "Confidence: 0.49\n",
      "Prediction: 0.31; time: 0 ms\n",
      "\n",
      "Confidence: 0.31\n",
      "Mouth  is closed \n",
      "Confidence: 0.31\n",
      "Prediction: 0.11; time: 0 ms\n",
      "\n",
      "Confidence: 0.11\n",
      "Mouth  is closed \n",
      "Confidence: 0.11\n",
      "Prediction: 0.03; time: 4 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 3 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 3 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 8 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.03; time: 7 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.44; time: 7 ms\n",
      "\n",
      "Confidence: 0.44\n",
      "Mouth is opened \n",
      "Confidence: 0.44\n",
      "Prediction: 0.11; time: 2 ms\n",
      "\n",
      "Confidence: 0.11\n",
      "Mouth  is closed \n",
      "Confidence: 0.11\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.09; time: 0 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.33; time: 0 ms\n",
      "\n",
      "Confidence: 0.33\n",
      "Mouth  is closed \n",
      "Confidence: 0.33\n",
      "Prediction: 0.33; time: 0 ms\n",
      "\n",
      "Confidence: 0.33\n",
      "Mouth  is closed \n",
      "Confidence: 0.33\n",
      "Prediction: 0.01; time: 19 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.15; time: 5 ms\n",
      "\n",
      "Confidence: 0.15\n",
      "Mouth  is closed \n",
      "Confidence: 0.15\n",
      "Prediction: 0.60; time: 0 ms\n",
      "\n",
      "Confidence: 0.6\n",
      "Mouth is opened \n",
      "Confidence: 0.6\n",
      "Prediction: 0.77; time: 0 ms\n",
      "\n",
      "Confidence: 0.77\n",
      "Mouth is opened \n",
      "Confidence: 0.77\n",
      "Prediction: 0.06; time: 0 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 5 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.01; time: 9 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 2 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 6 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 8 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.20; time: 0 ms\n",
      "\n",
      "Confidence: 0.2\n",
      "Mouth  is closed \n",
      "Confidence: 0.2\n",
      "Prediction: 0.50; time: 5 ms\n",
      "\n",
      "Confidence: 0.5\n",
      "Mouth is opened \n",
      "Confidence: 0.5\n",
      "Prediction: 0.94; time: 0 ms\n",
      "\n",
      "Confidence: 0.94\n",
      "Mouth is opened \n",
      "Confidence: 0.94\n",
      "Prediction: 0.95; time: 0 ms\n",
      "\n",
      "Confidence: 0.95\n",
      "Mouth is opened \n",
      "Confidence: 0.95\n",
      "Prediction: 0.90; time: 0 ms\n",
      "\n",
      "Confidence: 0.9\n",
      "Mouth is opened \n",
      "Confidence: 0.9\n",
      "Prediction: 0.83; time: 0 ms\n",
      "\n",
      "Confidence: 0.83\n",
      "Mouth is opened \n",
      "Confidence: 0.83\n",
      "Prediction: 0.92; time: 0 ms\n",
      "\n",
      "Confidence: 0.92\n",
      "Mouth is opened \n",
      "Confidence: 0.92\n",
      "Prediction: 0.33; time: 0 ms\n",
      "\n",
      "Confidence: 0.33\n",
      "Mouth  is closed \n",
      "Confidence: 0.33\n",
      "Prediction: 0.07; time: 0 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.14; time: 0 ms\n",
      "\n",
      "Confidence: 0.14\n",
      "Mouth  is closed \n",
      "Confidence: 0.14\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 8 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 6 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 6 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.07; time: 0 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.31; time: 0 ms\n",
      "\n",
      "Confidence: 0.31\n",
      "Mouth  is closed \n",
      "Confidence: 0.31\n",
      "Prediction: 0.08; time: 0 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.01; time: 6 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.06; time: 0 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.03; time: 4 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.07; time: 0 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.25; time: 0 ms\n",
      "\n",
      "Confidence: 0.25\n",
      "Mouth  is closed \n",
      "Confidence: 0.25\n",
      "Prediction: 0.06; time: 2 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.13; time: 5 ms\n",
      "\n",
      "Confidence: 0.13\n",
      "Mouth  is closed \n",
      "Confidence: 0.13\n",
      "Prediction: 0.15; time: 5 ms\n",
      "\n",
      "Confidence: 0.15\n",
      "Mouth  is closed \n",
      "Confidence: 0.15\n",
      "Prediction: 0.38; time: 0 ms\n",
      "\n",
      "Confidence: 0.38\n",
      "Mouth  is closed \n",
      "Confidence: 0.38\n",
      "Prediction: 0.44; time: 21 ms\n",
      "\n",
      "Confidence: 0.44\n",
      "Mouth is opened \n",
      "Confidence: 0.44\n",
      "Prediction: 0.36; time: 0 ms\n",
      "\n",
      "Confidence: 0.36\n",
      "Mouth  is closed \n",
      "Confidence: 0.36\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.68; time: 0 ms\n",
      "\n",
      "Confidence: 0.68\n",
      "Mouth is opened \n",
      "Confidence: 0.68\n",
      "Prediction: 0.69; time: 4 ms\n",
      "\n",
      "Confidence: 0.69\n",
      "Mouth is opened \n",
      "Confidence: 0.69\n",
      "Prediction: 0.39; time: 0 ms\n",
      "\n",
      "Confidence: 0.39\n",
      "Mouth  is closed \n",
      "Confidence: 0.39\n",
      "Prediction: 0.77; time: 0 ms\n",
      "\n",
      "Confidence: 0.77\n",
      "Mouth is opened \n",
      "Confidence: 0.77\n",
      "Prediction: 0.71; time: 0 ms\n",
      "\n",
      "Confidence: 0.71\n",
      "Mouth is opened \n",
      "Confidence: 0.71\n",
      "Prediction: 0.42; time: 0 ms\n",
      "\n",
      "Confidence: 0.42\n",
      "Mouth is opened \n",
      "Confidence: 0.42\n",
      "Prediction: 0.16; time: 4 ms\n",
      "\n",
      "Confidence: 0.16\n",
      "Mouth  is closed \n",
      "Confidence: 0.16\n",
      "Prediction: 0.34; time: 0 ms\n",
      "\n",
      "Confidence: 0.34\n",
      "Mouth  is closed \n",
      "Confidence: 0.34\n",
      "Prediction: 0.25; time: 0 ms\n",
      "\n",
      "Confidence: 0.25\n",
      "Mouth  is closed \n",
      "Confidence: 0.25\n",
      "Prediction: 0.18; time: 0 ms\n",
      "\n",
      "Confidence: 0.18\n",
      "Mouth  is closed \n",
      "Confidence: 0.18\n",
      "Prediction: 0.18; time: 0 ms\n",
      "\n",
      "Confidence: 0.18\n",
      "Mouth  is closed \n",
      "Confidence: 0.18\n",
      "Prediction: 0.01; time: 8 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 1 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.08; time: 10 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.94; time: 0 ms\n",
      "\n",
      "Confidence: 0.94\n",
      "Mouth is opened \n",
      "Confidence: 0.94\n",
      "Prediction: 0.99; time: 5 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.87; time: 5 ms\n",
      "\n",
      "Confidence: 0.87\n",
      "Mouth is opened \n",
      "Confidence: 0.87\n",
      "Prediction: 0.93; time: 0 ms\n",
      "\n",
      "Confidence: 0.93\n",
      "Mouth is opened \n",
      "Confidence: 0.93\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 4 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.82; time: 0 ms\n",
      "\n",
      "Confidence: 0.82\n",
      "Mouth is opened \n",
      "Confidence: 0.82\n",
      "Prediction: 0.79; time: 0 ms\n",
      "\n",
      "Confidence: 0.79\n",
      "Mouth is opened \n",
      "Confidence: 0.79\n",
      "Prediction: 0.65; time: 0 ms\n",
      "\n",
      "Confidence: 0.65\n",
      "Mouth is opened \n",
      "Confidence: 0.65\n",
      "Prediction: 0.30; time: 0 ms\n",
      "\n",
      "Confidence: 0.3\n",
      "Mouth  is closed \n",
      "Confidence: 0.3\n",
      "Prediction: 0.06; time: 3 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.15; time: 0 ms\n",
      "\n",
      "Confidence: 0.15\n",
      "Mouth  is closed \n",
      "Confidence: 0.15\n",
      "Prediction: 0.65; time: 0 ms\n",
      "\n",
      "Confidence: 0.65\n",
      "Mouth is opened \n",
      "Confidence: 0.65\n",
      "Prediction: 0.52; time: 0 ms\n",
      "\n",
      "Confidence: 0.52\n",
      "Mouth is opened \n",
      "Confidence: 0.52\n",
      "Prediction: 0.32; time: 0 ms\n",
      "\n",
      "Confidence: 0.32\n",
      "Mouth  is closed \n",
      "Confidence: 0.32\n",
      "Prediction: 0.26; time: 0 ms\n",
      "\n",
      "Confidence: 0.26\n",
      "Mouth  is closed \n",
      "Confidence: 0.26\n",
      "Prediction: 0.26; time: 9 ms\n",
      "\n",
      "Confidence: 0.26\n",
      "Mouth  is closed \n",
      "Confidence: 0.26\n",
      "Prediction: 0.18; time: 0 ms\n",
      "\n",
      "Confidence: 0.18\n",
      "Mouth  is closed \n",
      "Confidence: 0.18\n",
      "Prediction: 0.10; time: 3 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.20; time: 0 ms\n",
      "\n",
      "Confidence: 0.2\n",
      "Mouth  is closed \n",
      "Confidence: 0.2\n",
      "Prediction: 0.33; time: 0 ms\n",
      "\n",
      "Confidence: 0.33\n",
      "Mouth  is closed \n",
      "Confidence: 0.33\n",
      "Prediction: 0.08; time: 4 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.07; time: 0 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 5 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.01; time: 7 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 18 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.28; time: 0 ms\n",
      "\n",
      "Confidence: 0.28\n",
      "Mouth  is closed \n",
      "Confidence: 0.28\n",
      "Prediction: 0.88; time: 0 ms\n",
      "\n",
      "Confidence: 0.88\n",
      "Mouth is opened \n",
      "Confidence: 0.88\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 3 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 19 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.74; time: 0 ms\n",
      "\n",
      "Confidence: 0.74\n",
      "Mouth is opened \n",
      "Confidence: 0.74\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.07; time: 8 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 8 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 19 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 6 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 10 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 29 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.60; time: 0 ms\n",
      "\n",
      "Confidence: 0.6\n",
      "Mouth is opened \n",
      "Confidence: 0.6\n",
      "Prediction: 0.06; time: 0 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.19; time: 0 ms\n",
      "\n",
      "Confidence: 0.19\n",
      "Mouth  is closed \n",
      "Confidence: 0.19\n",
      "Prediction: 0.86; time: 0 ms\n",
      "\n",
      "Confidence: 0.86\n",
      "Mouth is opened \n",
      "Confidence: 0.86\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 18 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 8 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 7 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 1 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.99; time: 1 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.99; time: 2 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.45; time: 0 ms\n",
      "\n",
      "Confidence: 0.45\n",
      "Mouth is opened \n",
      "Confidence: 0.45\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 13 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 19 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 2 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 18 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 3 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.82; time: 0 ms\n",
      "\n",
      "Confidence: 0.82\n",
      "Mouth is opened \n",
      "Confidence: 0.82\n",
      "Prediction: 0.82; time: 0 ms\n",
      "\n",
      "Confidence: 0.82\n",
      "Mouth is opened \n",
      "Confidence: 0.82\n",
      "Prediction: 0.95; time: 4 ms\n",
      "\n",
      "Confidence: 0.95\n",
      "Mouth is opened \n",
      "Confidence: 0.95\n",
      "Prediction: 0.84; time: 0 ms\n",
      "\n",
      "Confidence: 0.84\n",
      "Mouth is opened \n",
      "Confidence: 0.84\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.98; time: 0 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 23 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 0 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.98; time: 1 ms\n",
      "\n",
      "Confidence: 0.98\n",
      "Mouth is opened \n",
      "Confidence: 0.98\n",
      "Prediction: 0.99; time: 18 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.99; time: 1 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 1.00; time: 0 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 1.00; time: 4 ms\n",
      "\n",
      "Confidence: 1.0\n",
      "Mouth is opened \n",
      "Confidence: 1.0\n",
      "Prediction: 0.99; time: 1 ms\n",
      "\n",
      "Confidence: 0.99\n",
      "Mouth is opened \n",
      "Confidence: 0.99\n",
      "Prediction: 0.20; time: 0 ms\n",
      "\n",
      "Confidence: 0.2\n",
      "Mouth  is closed \n",
      "Confidence: 0.2\n",
      "Prediction: 0.18; time: 0 ms\n",
      "\n",
      "Confidence: 0.18\n",
      "Mouth  is closed \n",
      "Confidence: 0.18\n",
      "Prediction: 0.04; time: 17 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.16; time: 0 ms\n",
      "\n",
      "Confidence: 0.16\n",
      "Mouth  is closed \n",
      "Confidence: 0.16\n",
      "Prediction: 0.06; time: 0 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.28; time: 0 ms\n",
      "\n",
      "Confidence: 0.28\n",
      "Mouth  is closed \n",
      "Confidence: 0.28\n",
      "Prediction: 0.21; time: 0 ms\n",
      "\n",
      "Confidence: 0.21\n",
      "Mouth  is closed \n",
      "Confidence: 0.21\n",
      "Prediction: 0.05; time: 4 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.09; time: 2 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.07; time: 19 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.05; time: 1 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.07; time: 0 ms\n",
      "\n",
      "Confidence: 0.07\n",
      "Mouth  is closed \n",
      "Confidence: 0.07\n",
      "Prediction: 0.09; time: 4 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.05; time: 18 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.01; time: 4 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.06; time: 4 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 19 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: -0.00; time: 4 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 4 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.03; time: 2 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.00; time: 2 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 10 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: -0.00; time: 4 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: -0.00; time: 21 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 7 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: -0.00; time: 7 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: -0.00; time: 0 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 19 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: -0.00; time: 4 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 8 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 17 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 2 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 3 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 13 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 3 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 9 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 5 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 7 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: -0.00; time: 12 ms\n",
      "\n",
      "Confidence: -0.0\n",
      "Mouth  is closed \n",
      "Confidence: -0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.16; time: 0 ms\n",
      "\n",
      "Confidence: 0.16\n",
      "Mouth  is closed \n",
      "Confidence: 0.16\n",
      "Prediction: 0.49; time: 0 ms\n",
      "\n",
      "Confidence: 0.49\n",
      "Mouth is opened \n",
      "Confidence: 0.49\n",
      "Prediction: 0.34; time: 4 ms\n",
      "\n",
      "Confidence: 0.34\n",
      "Mouth  is closed \n",
      "Confidence: 0.34\n",
      "Prediction: 0.12; time: 0 ms\n",
      "\n",
      "Confidence: 0.12\n",
      "Mouth  is closed \n",
      "Confidence: 0.12\n",
      "Prediction: 0.12; time: 0 ms\n",
      "\n",
      "Confidence: 0.12\n",
      "Mouth  is closed \n",
      "Confidence: 0.12\n",
      "Prediction: 0.03; time: 0 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 3 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 20 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 3 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 9 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 9 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction: 0.00; time: 3 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 8 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 2 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 16 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.03; time: 1 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.03; time: 4 ms\n",
      "\n",
      "Confidence: 0.03\n",
      "Mouth  is closed \n",
      "Confidence: 0.03\n",
      "Prediction: 0.05; time: 1 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.11; time: 10 ms\n",
      "\n",
      "Confidence: 0.11\n",
      "Mouth  is closed \n",
      "Confidence: 0.11\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.00; time: 27 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 5 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.01; time: 9 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.05; time: 15 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.00; time: 9 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 3 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 0 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.02; time: 0 ms\n",
      "\n",
      "Confidence: 0.02\n",
      "Mouth  is closed \n",
      "Confidence: 0.02\n",
      "Prediction: 0.00; time: 17 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.00; time: 4 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.01; time: 0 ms\n",
      "\n",
      "Confidence: 0.01\n",
      "Mouth  is closed \n",
      "Confidence: 0.01\n",
      "Prediction: 0.00; time: 1 ms\n",
      "\n",
      "Confidence: 0.0\n",
      "Mouth  is closed \n",
      "Confidence: 0.0\n",
      "Prediction: 0.04; time: 0 ms\n",
      "\n",
      "Confidence: 0.04\n",
      "Mouth  is closed \n",
      "Confidence: 0.04\n",
      "Prediction: 0.08; time: 0 ms\n",
      "\n",
      "Confidence: 0.08\n",
      "Mouth  is closed \n",
      "Confidence: 0.08\n",
      "Prediction: 0.35; time: 17 ms\n",
      "\n",
      "Confidence: 0.35\n",
      "Mouth  is closed \n",
      "Confidence: 0.35\n",
      "Prediction: 0.35; time: 0 ms\n",
      "\n",
      "Confidence: 0.35\n",
      "Mouth  is closed \n",
      "Confidence: 0.35\n",
      "Prediction: 0.24; time: 0 ms\n",
      "\n",
      "Confidence: 0.24\n",
      "Mouth  is closed \n",
      "Confidence: 0.24\n",
      "Prediction: 0.11; time: 0 ms\n",
      "\n",
      "Confidence: 0.11\n",
      "Mouth  is closed \n",
      "Confidence: 0.11\n",
      "Prediction: 0.40; time: 10 ms\n",
      "\n",
      "Confidence: 0.4\n",
      "Mouth is opened \n",
      "Confidence: 0.4\n",
      "Prediction: 0.41; time: 0 ms\n",
      "\n",
      "Confidence: 0.41\n",
      "Mouth is opened \n",
      "Confidence: 0.41\n",
      "Prediction: 0.29; time: 4 ms\n",
      "\n",
      "Confidence: 0.29\n",
      "Mouth  is closed \n",
      "Confidence: 0.29\n",
      "Prediction: 0.26; time: 0 ms\n",
      "\n",
      "Confidence: 0.26\n",
      "Mouth  is closed \n",
      "Confidence: 0.26\n",
      "Prediction: 0.05; time: 0 ms\n",
      "\n",
      "Confidence: 0.05\n",
      "Mouth  is closed \n",
      "Confidence: 0.05\n",
      "Prediction: 0.06; time: 0 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.06; time: 2 ms\n",
      "\n",
      "Confidence: 0.06\n",
      "Mouth  is closed \n",
      "Confidence: 0.06\n",
      "Prediction: 0.10; time: 0 ms\n",
      "\n",
      "Confidence: 0.1\n",
      "Mouth  is closed \n",
      "Confidence: 0.1\n",
      "Prediction: 0.45; time: 4 ms\n",
      "\n",
      "Confidence: 0.45\n",
      "Mouth is opened \n",
      "Confidence: 0.45\n",
      "Prediction: 0.46; time: 0 ms\n",
      "\n",
      "Confidence: 0.46\n",
      "Mouth is opened \n",
      "Confidence: 0.46\n",
      "Prediction: 0.31; time: 0 ms\n",
      "\n",
      "Confidence: 0.31\n",
      "Mouth  is closed \n",
      "Confidence: 0.31\n",
      "Prediction: 0.31; time: 0 ms\n",
      "\n",
      "Confidence: 0.31\n",
      "Mouth  is closed \n",
      "Confidence: 0.31\n",
      "Prediction: 0.23; time: 1 ms\n",
      "\n",
      "Confidence: 0.23\n",
      "Mouth  is closed \n",
      "Confidence: 0.23\n",
      "Prediction: 0.09; time: 19 ms\n",
      "\n",
      "Confidence: 0.09\n",
      "Mouth  is closed \n",
      "Confidence: 0.09\n",
      "Prediction: 0.17; time: 0 ms\n",
      "\n",
      "Confidence: 0.17\n",
      "Mouth  is closed \n",
      "Confidence: 0.17\n",
      "Prediction: 0.30; time: 0 ms\n",
      "\n",
      "Confidence: 0.3\n",
      "Mouth  is closed \n",
      "Confidence: 0.3\n",
      "Prediction: 0.17; time: 0 ms\n",
      "\n",
      "Confidence: 0.17\n",
      "Mouth  is closed \n",
      "Confidence: 0.17\n",
      "Prediction: 0.34; time: 2 ms\n",
      "\n",
      "Confidence: 0.34\n",
      "Mouth  is closed \n",
      "Confidence: 0.34\n",
      "Prediction: 0.33; time: 0 ms\n",
      "\n",
      "Confidence: 0.33\n",
      "Mouth  is closed \n",
      "Confidence: 0.33\n"
     ]
    }
   ],
   "source": [
    "#Finding Mouth in real time\n",
    "\n",
    "\n",
    "cap = cv2.VideoCapture(0)\n",
    "   \n",
    "# Check if camera opened successfully\n",
    "if (cap.isOpened()== False): \n",
    "  print(\"Error opening video  file\")\n",
    "   \n",
    "# Read until video is completed\n",
    "while(cap.isOpened()):\n",
    "  # Capture frame-by-frame\n",
    "    ret, img = cap.read()\n",
    "    height, width, channels = img.shape\n",
    "    rect = (0, 0, width, height)\n",
    "    frame, pred = detect_image(img, rect)\n",
    "\n",
    "\n",
    "\n",
    "    is_mouth_opened = True if pred >= CONFIDENCE_THRESHOLD else False\n",
    "    opened_str = \"is opened\" if is_mouth_opened else \" is closed\"\n",
    "\n",
    "    text = 'Mouth '+ opened_str\n",
    "    print('\\nConfidence:', pred)\n",
    "\n",
    "    coordinates = (100,100)\n",
    "    font = cv2.FONT_HERSHEY_SIMPLEX\n",
    "    fontScale = 1\n",
    "    color = (255,0,255)\n",
    "    thickness = 2\n",
    "    image = cv2.putText(frame, text, coordinates, font, fontScale, color, thickness, cv2.LINE_AA)\n",
    "\n",
    "    print('Mouth', opened_str, '\\nConfidence:', pred)\n",
    "      # Display the resulting frame\n",
    "\n",
    "    cv2.imshow('Frame', frame)\n",
    "    if cv2.waitKey(25) & 0xFF == ord('q'):\n",
    "        break\n",
    "\n",
    "   \n",
    "# When everything done, release \n",
    "# the video capture object\n",
    "cap.release()\n",
    "   \n",
    "# Closes all the frames\n",
    "cv2.destroyAllWindows()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "fKSR_oNj8BIJ"
   },
   "source": [
    "As per the task provided, I have done the task of mouth  detection.\n",
    "\n",
    "Well, I haven't added the filter in realtime because on google collab it not support the camera as input.\n",
    "\n",
    "Moreover, I have the program with mouth cordinated to put filter on that, but that needed training and a good time.\n",
    "\n",
    "Let me know if you want that then I can provide with that in the assignment too.\n",
    "\n",
    "\n",
    "Thank you,\n",
    "Aman India."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "executionInfo": {
     "elapsed": 635,
     "status": "ok",
     "timestamp": 1661279070607,
     "user": {
      "displayName": "Aman India",
      "userId": "10531347128896002665"
     },
     "user_tz": -330
    },
    "id": "rjAuE86a8uLt"
   },
   "outputs": [],
   "source": [
    "Aman "
   ]
  }
 ],
 "metadata": {
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   "collapsed_sections": [],
   "name": "MouthOpenDetectDemo.ipynb",
   "provenance": [
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     "file_id": "10cmolUT0jItiWlaEJ8sr0ZcDigq2l4k4",
     "timestamp": 1661279089694
    }
   ]
  },
  "kernelspec": {
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