diff --git a/hybrid VAR.ipynb b/hybrid VAR.ipynb new file mode 100644 index 0000000..b960d53 --- /dev/null +++ b/hybrid VAR.ipynb @@ -0,0 +1,444 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: huggingface_hub in c:\\users\\poova\\desktop\\intellimanthan competition\\research paper\\var\\varenv\\lib\\site-packages (0.31.2)\n", + "Requirement already satisfied: requests in c:\\users\\poova\\desktop\\intellimanthan competition\\research paper\\var\\varenv\\lib\\site-packages (2.32.3)\n", + "Requirement already satisfied: packaging>=20.9 in c:\\users\\poova\\desktop\\intellimanthan competition\\research paper\\var\\varenv\\lib\\site-packages (from huggingface_hub) (25.0)\n", + "Requirement already satisfied: pyyaml>=5.1 in c:\\users\\poova\\desktop\\intellimanthan competition\\research paper\\var\\varenv\\lib\\site-packages (from huggingface_hub) (6.0.2)\n", + "Requirement already satisfied: filelock in c:\\users\\poova\\desktop\\intellimanthan competition\\research paper\\var\\varenv\\lib\\site-packages (from huggingface_hub) (3.18.0)\n", + "Requirement already satisfied: fsspec>=2023.5.0 in c:\\users\\poova\\desktop\\intellimanthan competition\\research paper\\var\\varenv\\lib\\site-packages (from huggingface_hub) (2025.3.2)\n", + "Requirement already satisfied: typing-extensions>=3.7.4.3 in c:\\users\\poova\\desktop\\intellimanthan competition\\research paper\\var\\varenv\\lib\\site-packages (from huggingface_hub) (4.13.2)\n", + "Requirement already satisfied: tqdm>=4.42.1 in c:\\users\\poova\\desktop\\intellimanthan competition\\research paper\\var\\varenv\\lib\\site-packages (from huggingface_hub) (4.67.1)\n", + "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\poova\\desktop\\intellimanthan competition\\research paper\\var\\varenv\\lib\\site-packages (from requests) (2025.4.26)\n", + "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\poova\\desktop\\intellimanthan competition\\research paper\\var\\varenv\\lib\\site-packages (from requests) (3.10)\n", + "Requirement already satisfied: charset-normalizer<4,>=2 in c:\\users\\poova\\desktop\\intellimanthan competition\\research paper\\var\\varenv\\lib\\site-packages (from requests) (3.4.2)\n", + "Requirement already satisfied: urllib3<3,>=1.21.1 in c:\\users\\poova\\desktop\\intellimanthan competition\\research paper\\var\\varenv\\lib\\site-packages (from requests) (2.4.0)\n", + "Requirement already satisfied: colorama in c:\\users\\poova\\desktop\\intellimanthan competition\\research paper\\var\\varenv\\lib\\site-packages (from tqdm>=4.42.1->huggingface_hub) (0.4.6)\n", + "Note: you may need to restart the kernel to use updated packages.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\poova\\Desktop\\Intellimanthan Competition\\Research paper\\VAR\\varenv\\lib\\site-packages\\tqdm\\auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n", + "WARNING[XFORMERS]: xFormers can't load C++/CUDA extensions. xFormers was built for:\n", + " PyTorch 2.7.0+cu126 with CUDA 1206 (you have 2.7.0+cpu)\n", + " Python 3.10.11 (you have 3.10.0)\n", + " Please reinstall xformers (see https://github.com/facebookresearch/xformers#installing-xformers)\n", + " Memory-efficient attention, SwiGLU, sparse and more won't be available.\n", + " Set XFORMERS_MORE_DETAILS=1 for more details\n" + ] + } + ], + "source": [ + "# Install required libraries\n", + "%pip install huggingface_hub requests\n", + "import time\n", + "import os\n", + "import os.path as osp\n", + "import torch\n", + "import torchvision\n", + "import random\n", + "import numpy as np\n", + "import PIL.Image as PImage, PIL.ImageDraw as PImageDraw\n", + "from models import VQVAE, build_vae_var" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# Disable default parameter initialization for faster speed\n", + "setattr(torch.nn.Linear, 'reset_parameters', lambda self: None)\n", + "setattr(torch.nn.LayerNorm, 'reset_parameters', lambda self: None)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# Model depth configuration\n", + "MODEL_DEPTH = 16 # TODO: =====> please specify MODEL_DEPTH <=====\n", + "assert MODEL_DEPTH in {16, 20, 24, 30}, \"Invalid MODEL_DEPTH value!\"\n", + "\n", + "# Define checkpoint URLs\n", + "hf_home = 'https://huggingface.co/FoundationVision/var/resolve/main'\n", + "vae_ckpt = 'vae_ch160v4096z32.pth'\n", + "var_ckpt = f'var_d{MODEL_DEPTH}.pth'\n", + "\n", + "# Function to download files if not already present\n", + "def download_file(url, filename):\n", + " if not osp.exists(filename):\n", + " print(f\"Downloading {filename}...\")\n", + " response = requests.get(url, stream=True)\n", + " response.raise_for_status()\n", + " with open(filename, 'wb') as f:\n", + " for chunk in response.iter_content(chunk_size=8192):\n", + " f.write(chunk)\n", + " print(f\"Downloaded {filename}\")\n", + "\n", + "# Download checkpoints\n", + "os.makedirs(\"checkpoints\", exist_ok=True)\n", + "vae_ckpt_path = osp.join(\"checkpoints\", vae_ckpt)\n", + "var_ckpt_path = osp.join(\"checkpoints\", var_ckpt)\n", + "download_file(f\"{hf_home}/{vae_ckpt}\", vae_ckpt)\n", + "download_file(f\"{hf_home}/{var_ckpt}\", var_ckpt)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using device: cpu\n", + "\n", + "[constructor] ==== flash_if_available=True (0/16), fused_if_available=True (fusing_add_ln=0/16, fusing_mlp=0/16) ==== \n", + " [VAR config ] embed_dim=1024, num_heads=16, depth=16, mlp_ratio=4.0\n", + " [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0666667 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0178, 0.0222, 0.0267, 0.0311, 0.0356,\n", + " 0.0400, 0.0444, 0.0489, 0.0533, 0.0578, 0.0622, 0.0667]))\n", + "\n", + "[init_weights] VAR with init_std=0.0180422\n" + ] + } + ], + "source": [ + "# Auto-select device\n", + "device = 'cuda' if torch.cuda.is_available() else 'cpu'\n", + "print(f\"Using device: {device}\")\n", + "\n", + "# Build models\n", + "vae, var = build_vae_var(\n", + " V=4096,\n", + " Cvae=32,\n", + " ch=160,\n", + " share_quant_resi=4,\n", + " device=device,\n", + " patch_nums=(1, 2, 3, 4, 5, 6, 8, 10, 13, 16),\n", + " num_classes=1000,\n", + " depth=MODEL_DEPTH,\n", + " shared_aln=False,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Load checkpoints\n", + "vae.load_state_dict(torch.load(vae_ckpt, map_location='cpu'), strict=True)\n", + "\n", + "# Load VAR model checkpoint with strict=False to allow mismatched parameters\n", + "var_checkpoint = torch.load(var_ckpt, map_location='cpu')\n", + "\n", + "# Filter out mismatched keys\n", + "filtered_checkpoint = {k: v for k, v in var_checkpoint.items() if k in var.state_dict() and var.state_dict()[k].shape == v.shape}\n", + "\n", + "# Load the filtered checkpoint\n", + "var.load_state_dict(filtered_checkpoint, strict=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "# Log skipped parameters\n", + "missing_keys, unexpected_keys = var.load_state_dict(filtered_checkpoint, strict=False)\n", + "\n", + "if missing_keys:\n", + " print(f\"Missing keys in the checkpoint: {missing_keys}\")\n", + " \n", + "if unexpected_keys:\n", + " print(f\"Unexpected keys in the checkpoint: {unexpected_keys}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# Handle mismatched parameters by initializing them with default values\n", + "for key in missing_keys:\n", + " if key in var.state_dict():\n", + " print(f\"Initializing missing key: {key}\")\n", + " var.state_dict()[key].copy_(torch.zeros_like(var.state_dict()[key]))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model preparation finished.\n" + ] + } + ], + "source": [ + "# Set models to evaluation mode and freeze parameters\n", + "vae.eval()\n", + "var.eval()\n", + "\n", + "for param in vae.parameters():\n", + " param.requires_grad_(False)\n", + "for param in var.parameters():\n", + " param.requires_grad_(False)\n", + "\n", + "print(\"Model preparation finished.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false, + "is_executing": true + }, + "outputs": [], + "source": [ + "# Set arguments\n", + "seed = 0 \n", + "num_sampling_steps = 250 \n", + "cfg = 4\n", + "class_labels = (43, 113, 134) \n", + "more_smooth = False \n", + "num_diffusion_steps = 50\n", + "noise_scale = 0.1" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "# Seed for reproducibility\n", + "torch.manual_seed(seed)\n", + "random.seed(seed)\n", + "np.random.seed(seed)\n", + "torch.backends.cudnn.deterministic = True\n", + "torch.backends.cudnn.benchmark = False" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "# Enable TensorFloat-32 for faster computation\n", + "tf32 = True \n", + "torch.backends.cudnn.allow_tf32 = tf32\n", + "torch.set_float32_matmul_precision('high' if tf32 else 'highest')" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "# Sampling process setup\n", + "B = len(class_labels)\n", + "label_B = torch.tensor(class_labels, device=device)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Inference Time: 294.96 seconds\n" + ] + } + ], + "source": [ + "start = time.time()\n", + "\n", + "# Run the hybrid model\n", + "with torch.inference_mode():\n", + " recon_B3HW = var.autoregressive_infer_cfg(\n", + " B=B, label_B=label_B, cfg=cfg, top_k=900, top_p=0.95, g_seed=seed, more_smooth=more_smooth\n", + " )\n", + "\n", + "end = time.time()\n", + "\n", + "elapsed_time = end - start\n", + "\n", + "print(f\"Inference Time: {elapsed_time:.2f} seconds\")" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "# Visualize the results\n", + "grid = torchvision.utils.make_grid(recon_B3HW, nrow=8, padding=0, pad_value=1.0)\n", + "grid = grid.permute(1, 2, 0).mul_(255).cpu().numpy()\n", + "PImage.fromarray(grid.astype(np.uint8)).show()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "# Improved pseudo diffusion model\n", + "class DiffusionModel:\n", + " def __init__(self, device):\n", + " self.device = device\n", + "\n", + " def refine(self, structure, num_steps=num_diffusion_steps, noise_scale=noise_scale):\n", + " # Normalize to [0, 1]\n", + " structure = torch.clamp(structure, 0, 1)\n", + "\n", + " # Improved refinement loop for better clarity\n", + " noisy = structure.clone()\n", + " for step in range(num_steps):\n", + " noise = noise_scale * torch.randn_like(noisy)\n", + " noisy = torch.clamp(noisy + noise, 0, 1) # Add slight noise\n", + " alpha = 0.5 * (1 - step / num_steps) # Gradually reduce noise influence\n", + " noisy = noisy.lerp(structure, alpha) # Gradually refine towards the original structure\n", + "\n", + " return noisy" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "# Define the hybrid AR-Diffusion architecture\n", + "class HybridARDiffusion:\n", + " def __init__(self, ar_model, diffusion_model, device):\n", + " self.ar_model = ar_model\n", + " self.diffusion_model = diffusion_model\n", + " self.device = device\n", + "\n", + " def generate(self, class_labels, cfg, num_diffusion_steps, top_k=900, top_p=0.95, noise_scale=noise_scale):\n", + " # Step 1: Generate coarse structure using AR model\n", + " with torch.inference_mode():\n", + " structure = self.ar_model.autoregressive_infer_cfg(\n", + " B=B, label_B=label_B, cfg=cfg, top_k=top_k, top_p=top_p\n", + " )\n", + "\n", + " # Step 2: Refine the structure using the diffusion model\n", + " refined_output = self.diffusion_model.refine(structure, num_steps=num_diffusion_steps, noise_scale=noise_scale)\n", + " return refined_output" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "# Instantiate the hybrid model\n", + "hybrid_model = HybridARDiffusion(var, DiffusionModel(device), device)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Inference Time: 343.67 seconds\n" + ] + } + ], + "source": [ + "# Generate refined images and calculate inference time\n", + "start = time.time()\n", + "\n", + "refined_images = hybrid_model.generate(class_labels, cfg, num_diffusion_steps=num_diffusion_steps, noise_scale=noise_scale)\n", + "\n", + "end = time.time()\n", + "\n", + "elapsed_time = end - start\n", + "\n", + "print(f\"Inference Time: {elapsed_time:.2f} seconds\")" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "# Visualize the results\n", + "grid = torchvision.utils.make_grid(refined_images, nrow=8, padding=0, pad_value=1.0)\n", + "grid = grid.permute(1, 2, 0).mul(255).byte().cpu().numpy()\n", + "PImage.fromarray(grid).show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "varenv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.0" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/imgClassTextToImg.ipynb b/imgClassTextToImg.ipynb new file mode 100644 index 0000000..3c42cd3 --- /dev/null +++ b/imgClassTextToImg.ipynb @@ -0,0 +1,2271 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "aa7c4232", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\poova\\Desktop\\Intellimanthan Competition\\Research paper\\VAR\\varenv\\lib\\site-packages\\tqdm\\auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n", + "WARNING[XFORMERS]: xFormers can't load C++/CUDA extensions. xFormers was built for:\n", + " PyTorch 2.7.0+cu126 with CUDA 1206 (you have 2.7.0+cpu)\n", + " Python 3.10.11 (you have 3.10.0)\n", + " Please reinstall xformers (see https://github.com/facebookresearch/xformers#installing-xformers)\n", + " Memory-efficient attention, SwiGLU, sparse and more won't be available.\n", + " Set XFORMERS_MORE_DETAILS=1 for more details\n" + ] + } + ], + "source": [ + "# Install required libraries\n", + "import requests\n", + "import os\n", + "import os.path as osp\n", + "import torch\n", + "import torch.nn as nn\n", + "import torchvision\n", + "from models import build_vae_var" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "f49250d0", + "metadata": {}, + "outputs": [], + "source": [ + "# Disable default parameter initialization for faster speed\n", + "setattr(torch.nn.Linear, 'reset_parameters', lambda self: None)\n", + "setattr(torch.nn.LayerNorm, 'reset_parameters', lambda self: None)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "aabe0509", + "metadata": {}, + "outputs": [], + "source": [ + "# Model depth configuration\n", + "MODEL_DEPTH = 16\n", + "assert MODEL_DEPTH in {16, 20, 24, 30}, \"Invalid MODEL_DEPTH value!\"\n", + "\n", + "# Define checkpoint URLs\n", + "hf_home = 'https://huggingface.co/FoundationVision/var/resolve/main'\n", + "vae_ckpt = 'vae_ch160v4096z32.pth'\n", + "var_ckpt = f'var_d{MODEL_DEPTH}.pth'\n", + "\n", + "def download_file(url, filename):\n", + " if not osp.exists(filename):\n", + " print(f\"Downloading {filename}...\")\n", + " response = requests.get(url, stream=True)\n", + " response.raise_for_status()\n", + " with open(filename, 'wb') as f:\n", + " for chunk in response.iter_content(chunk_size=8192):\n", + " f.write(chunk)\n", + " print(f\"Downloaded {filename}\")\n", + "\n", + "# Download checkpoints\n", + "os.makedirs(\"checkpoints\", exist_ok=True)\n", + "vae_ckpt_path = osp.join(\"checkpoints\", vae_ckpt)\n", + "var_ckpt_path = osp.join(\"checkpoints\", var_ckpt)\n", + "\n", + "download_file(f\"{hf_home}/{vae_ckpt}\", vae_ckpt_path)\n", + "download_file(f\"{hf_home}/{var_ckpt}\", var_ckpt_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "8d17ae48", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using device: cpu\n" + ] + } + ], + "source": [ + "# Auto-select device\n", + "device = 'cuda' if torch.cuda.is_available() else 'cpu'\n", + "print(f\"Using device: {device}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "fc672591", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "[constructor] ==== flash_if_available=True (0/16), fused_if_available=True (fusing_add_ln=0/16, fusing_mlp=0/16) ==== \n", + " [VAR config ] embed_dim=1024, num_heads=16, depth=16, mlp_ratio=4.0\n", + " [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0666667 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0178, 0.0222, 0.0267, 0.0311, 0.0356,\n", + " 0.0400, 0.0444, 0.0489, 0.0533, 0.0578, 0.0622, 0.0667]))\n", + "\n", + "[init_weights] VAR with init_std=0.0180422\n" + ] + } + ], + "source": [ + "# Build models\n", + "vae, var = build_vae_var(\n", + " V=4096,\n", + " Cvae=32,\n", + " ch=160,\n", + " share_quant_resi=4,\n", + " device=device,\n", + " patch_nums=(1, 2, 3, 4, 5, 6, 8, 10, 13, 16),\n", + " num_classes=1000,\n", + " depth=MODEL_DEPTH,\n", + " shared_aln=False,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "737c15f6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Load checkpoints\n", + "vae.load_state_dict(torch.load(vae_ckpt, map_location='cpu'), strict=True)\n", + "\n", + "# Load VAR model checkpoint with strict=False to allow mismatched parameters\n", + "var_checkpoint = torch.load(var_ckpt, map_location='cpu')\n", + "\n", + "# Filter out mismatched keys\n", + "filtered_checkpoint = {k: v for k, v in var_checkpoint.items() if k in var.state_dict() and var.state_dict()[k].shape == v.shape}\n", + "\n", + "# Load the filtered checkpoint\n", + "var.load_state_dict(filtered_checkpoint, strict=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "99e528cc", + "metadata": {}, + "outputs": [], + "source": [ + "# Log skipped parameters\n", + "missing_keys, unexpected_keys = var.load_state_dict(filtered_checkpoint, strict=False)\n", + "\n", + "if missing_keys:\n", + " print(f\"Missing keys in the checkpoint: {missing_keys}\")\n", + " \n", + "if unexpected_keys:\n", + " print(f\"Unexpected keys in the checkpoint: {unexpected_keys}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "aecf90e5", + "metadata": {}, + "outputs": [], + "source": [ + "# Handle mismatched parameters by initializing them with default values\n", + "for key in missing_keys:\n", + " if key in var.state_dict():\n", + " print(f\"Initializing missing key: {key}\")\n", + " var.state_dict()[key].copy_(torch.zeros_like(var.state_dict()[key]))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "b4b6e587", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model preparation finished.\n" + ] + } + ], + "source": [ + "# Set models to evaluation mode\n", + "vae.eval()\n", + "var.eval()\n", + "\n", + "for param in vae.parameters():\n", + " param.requires_grad_(False)\n", + "for param in var.parameters():\n", + " param.requires_grad_(False)\n", + "\n", + "print(\"Model preparation finished.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "81cc224c", + "metadata": {}, + "outputs": [], + "source": [ + "# Enable TensorFloat-32 for faster computation\n", + "torch.backends.cudnn.allow_tf32 = True\n", + "torch.set_float32_matmul_precision('high')" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "2f038102", + "metadata": {}, + "outputs": [], + "source": [ + "# Simple text-to-class mapping for demonstration\n", + "# Since VAR is trained on ImageNet, we map text to ImageNet classes\n", + "TEXT_TO_CLASS_MAP = {\n", + " \"tench\": 0,\n", + " \"Tinca tinca\": 0,\n", + " \"goldfish\": 1,\n", + " \"Carassius auratus\": 1,\n", + " \"great white shark\": 2,\n", + " \"white shark\": 2,\n", + " \"man-eater\": 2,\n", + " \"man-eating shark\": 2,\n", + " \"Carcharodon carcharias\": 2,\n", + " \"tiger shark\": 3,\n", + " \"Galeocerdo cuvieri\": 3,\n", + " \"hammerhead\": 4,\n", + " \"hammerhead shark\": 4,\n", + " \"electric ray\": 5,\n", + " \"crampfish\": 5,\n", + " \"numbfish\": 5,\n", + " \"torpedo\": 5,\n", + " \"stingray\": 6,\n", + " \"cock\": 7,\n", + " \"hen\": 8,\n", + " \"ostrich\": 9,\n", + " \"Struthio camelus\": 9,\n", + " \"brambling\": 10,\n", + " \"Fringilla montifringilla\": 10,\n", + " \"goldfinch\": 11,\n", + " \"Carduelis carduelis\": 11,\n", + " \"house finch\": 12,\n", + " \"linnet\": 12,\n", + " \"Carpodacus mexicanus\": 12,\n", + " \"junco\": 13,\n", + " \"snowbird\": 13,\n", + " \"indigo bunting\": 14,\n", + " \"indigo finch\": 14,\n", + " \"indigo bird\": 14,\n", + " \"Passerina cyanea\": 14,\n", + " \"robin\": 15,\n", + " \"American robin\": 15,\n", + " \"Turdus migratorius\": 15,\n", + " \"bulbul\": 16,\n", + " \"jay\": 17,\n", + " \"magpie\": 18,\n", + " \"chickadee\": 19,\n", + " \"water ouzel\": 20,\n", + " \"dipper\": 20,\n", + " \"kite\": 21,\n", + " \"bald eagle\": 22,\n", + " \"American eagle\": 22,\n", + " \"Haliaeetus leucocephalus\": 22,\n", + " \"vulture\": 23,\n", + " \"great grey owl\": 24,\n", + " \"great gray owl\": 24,\n", + " \"Strix nebulosa\": 24,\n", + " \"European fire salamander\": 25,\n", + " \"Salamandra salamandra\": 25,\n", + " \"common newt\": 26,\n", + " \"Triturus vulgaris\": 26,\n", + " \"eft\": 27,\n", + " \"spotted salamander\": 28,\n", + " \"Ambystoma maculatum\": 28,\n", + " \"axolotl\": 29,\n", + " \"mud puppy\": 29,\n", + " \"Ambystoma mexicanum\": 29,\n", + " \"bullfrog\": 30,\n", + " \"Rana catesbeiana\": 30,\n", + " \"tree frog\": 31,\n", + " \"tree-frog\": 31,\n", + " \"tailed frog\": 32,\n", + " \"bell toad\": 32,\n", + " \"ribbed toad\": 32,\n", + " \"tailed toad\": 32,\n", + " \"Ascaphus trui\": 32,\n", + " \"loggerhead\": 33,\n", + " \"loggerhead turtle\": 33,\n", + " \"Caretta caretta\": 33,\n", + " \"leatherback turtle\": 34,\n", + " \"leatherback\": 34,\n", + " \"leathery turtle\": 34,\n", + " \"Dermochelys coriacea\": 34,\n", + " \"mud turtle\": 35,\n", + " \"terrapin\": 36,\n", + " \"box turtle\": 37,\n", + " \"box tortoise\": 37,\n", + " \"banded gecko\": 38,\n", + " \"common iguana\": 39,\n", + " \"iguana\": 39,\n", + " \"Iguana iguana\": 39,\n", + " \"American chameleon\": 40,\n", + " \"anole\": 40,\n", + " \"Anolis carolinensis\": 40,\n", + " \"whiptail\": 41,\n", + " \"whiptail lizard\": 41,\n", + " \"agama\": 42,\n", + " \"frilled lizard\": 43,\n", + " \"Chlamydosaurus kingi\": 43,\n", + " \"alligator lizard\": 44,\n", + " \"Gila monster\": 45,\n", + " \"Heloderma suspectum\": 45,\n", + " \"green lizard\": 46,\n", + " \"Lacerta viridis\": 46,\n", + " \"African chameleon\": 47,\n", + " \"Chamaeleo chamaeleon\": 47,\n", + " \"Komodo dragon\": 48,\n", + " \"Komodo lizard\": 48,\n", + " \"dragon lizard\": 48,\n", + " \"giant lizard\": 48,\n", + " \"Varanus komodoensis\": 48,\n", + " \"African crocodile\": 49,\n", + " \"Nile crocodile\": 49,\n", + " \"Crocodylus niloticus\": 49,\n", + " \"American alligator\": 50,\n", + " \"Alligator mississipiensis\": 50,\n", + " \"triceratops\": 51,\n", + " \"thunder snake\": 52,\n", + " \"worm snake\": 52,\n", + " \"Carphophis amoenus\": 52,\n", + " \"ringneck snake\": 53,\n", + " \"ring-necked snake\": 53,\n", + " \"ring snake\": 53,\n", + " \"hognose snake\": 54,\n", + " \"puff adder\": 54,\n", + " \"sand viper\": 66,\n", + " \"green snake\": 55,\n", + " \"grass snake\": 57,\n", + " \"king snake\": 56,\n", + " \"kingsnake\": 56,\n", + " \"garter snake\": 57,\n", + " \"water snake\": 58,\n", + " \"vine snake\": 59,\n", + " \"night snake\": 60,\n", + " \"Hypsiglena torquata\": 60,\n", + " \"boa constrictor\": 61,\n", + " \"Constrictor constrictor\": 61,\n", + " \"rock python\": 62,\n", + " \"rock snake\": 62,\n", + " \"Python sebae\": 62,\n", + " \"Indian cobra\": 63,\n", + " \"Naja naja\": 63,\n", + " \"green mamba\": 64,\n", + " \"sea snake\": 65,\n", + " \"horned viper\": 66,\n", + " \"cerastes\": 66,\n", + " \"horned asp\": 66,\n", + " \"Cerastes cornutus\": 66,\n", + " \"diamondback\": 67,\n", + " \"diamondback rattlesnake\": 67,\n", + " \"Crotalus adamanteus\": 67,\n", + " \"sidewinder\": 68,\n", + " \"horned rattlesnake\": 68,\n", + " \"Crotalus cerastes\": 68,\n", + " \"trilobite\": 69,\n", + " \"harvestman\": 70,\n", + " \"daddy longlegs\": 70,\n", + " \"Phalangium opilio\": 70,\n", + " \"scorpion\": 71,\n", + " \"black and gold garden spider\": 72,\n", + " \"Argiope aurantia\": 72,\n", + " \"barn spider\": 73,\n", + " \"Araneus cavaticus\": 73,\n", + " \"garden spider\": 74,\n", + " \"Aranea diademata\": 74,\n", + " \"black widow\": 75,\n", + " \"Latrodectus mactans\": 75,\n", + " \"tarantula\": 76,\n", + " \"wolf spider\": 77,\n", + " \"hunting spider\": 77,\n", + " \"tick\": 78,\n", + " \"centipede\": 79,\n", + " \"black grouse\": 80,\n", + " \"ptarmigan\": 81,\n", + " \"ruffed grouse\": 82,\n", + " \"partridge\": 86,\n", + " \"Bonasa umbellus\": 82,\n", + " \"prairie chicken\": 83,\n", + " \"prairie grouse\": 83,\n", + " \"prairie fowl\": 83,\n", + " \"peacock\": 84,\n", + " \"quail\": 85,\n", + " \"African grey\": 87,\n", + " \"African gray\": 87,\n", + " \"Psittacus erithacus\": 87,\n", + " \"macaw\": 88,\n", + " \"sulphur-crested cockatoo\": 89,\n", + " \"Kakatoe galerita\": 89,\n", + " \"Cacatua galerita\": 89,\n", + " \"lorikeet\": 90,\n", + " \"coucal\": 91,\n", + " \"bee eater\": 92,\n", + " \"hornbill\": 93,\n", + " \"hummingbird\": 94,\n", + " \"jacamar\": 95,\n", + " \"toucan\": 96,\n", + " \"drake\": 97,\n", + " \"red-breasted merganser\": 98,\n", + " \"Mergus serrator\": 98,\n", + " \"goose\": 99,\n", + " \"black swan\": 100,\n", + " \"Cygnus atratus\": 100,\n", + " \"tusker\": 101,\n", + " \"echidna\": 102,\n", + " \"spiny anteater\": 102,\n", + " \"anteater\": 102,\n", + " \"platypus\": 103,\n", + " \"duckbill\": 103,\n", + " \"duckbilled platypus\": 103,\n", + " \"duck-billed platypus\": 103,\n", + " \"Ornithorhynchus anatinus\": 103,\n", + " \"wallaby\": 104,\n", + " \"brush kangaroo\": 104,\n", + " \"koala\": 105,\n", + " \"koala bear\": 105,\n", + " \"kangaroo bear\": 105,\n", + " \"native bear\": 105,\n", + " \"Phascolarctos cinereus\": 105,\n", + " \"wombat\": 106,\n", + " \"jellyfish\": 107,\n", + " \"sea anemone\": 108,\n", + " \"anemone\": 108,\n", + " \"brain coral\": 109,\n", + " \"flatworm\": 110,\n", + " \"platyhelminth\": 110,\n", + " \"nematode\": 111,\n", + " \"nematode worm\": 111,\n", + " \"roundworm\": 111,\n", + " \"conch\": 112,\n", + " \"snail\": 113,\n", + " \"slug\": 114,\n", + " \"sea slug\": 115,\n", + " \"nudibranch\": 115,\n", + " \"chiton\": 116,\n", + " \"coat-of-mail shell\": 116,\n", + " \"sea cradle\": 116,\n", + " \"polyplacophore\": 116,\n", + " \"chambered nautilus\": 117,\n", + " \"pearly nautilus\": 117,\n", + " \"nautilus\": 117,\n", + " \"Dungeness crab\": 118,\n", + " \"Cancer magister\": 118,\n", + " \"rock crab\": 119,\n", + " \"Cancer irroratus\": 119,\n", + " \"fiddler crab\": 120,\n", + " \"king crab\": 121,\n", + " \"Alaska crab\": 121,\n", + " \"Alaskan king crab\": 121,\n", + " \"Alaska king crab\": 121,\n", + " \"Paralithodes camtschatica\": 121,\n", + " \"American lobster\": 122,\n", + " \"Northern lobster\": 122,\n", + " \"Maine lobster\": 122,\n", + " \"Homarus americanus\": 122,\n", + " \"spiny lobster\": 123,\n", + " \"langouste\": 123,\n", + " \"rock lobster\": 123,\n", + " \"crawfish\": 124,\n", + " \"crayfish\": 124,\n", + " \"sea crawfish\": 123,\n", + " \"crawdad\": 124,\n", + " \"crawdaddy\": 124,\n", + " \"hermit crab\": 125,\n", + " \"isopod\": 126,\n", + " \"white stork\": 127,\n", + " \"Ciconia ciconia\": 127,\n", + " \"black stork\": 128,\n", + " \"Ciconia nigra\": 128,\n", + " \"spoonbill\": 129,\n", + " \"flamingo\": 130,\n", + " \"little blue heron\": 131,\n", + " \"Egretta caerulea\": 131,\n", + " \"American egret\": 132,\n", + " \"great white heron\": 132,\n", + " \"Egretta albus\": 132,\n", + " \"bittern\": 133,\n", + " \"crane\": 517,\n", + " \"limpkin\": 135,\n", + " \"Aramus pictus\": 135,\n", + " \"European gallinule\": 136,\n", + " \"Porphyrio porphyrio\": 136,\n", + " \"American coot\": 137,\n", + " \"marsh hen\": 137,\n", + " \"mud hen\": 137,\n", + " \"water hen\": 137,\n", + " \"Fulica americana\": 137,\n", + " \"bustard\": 138,\n", + " \"ruddy turnstone\": 139,\n", + " \"Arenaria interpres\": 139,\n", + " \"red-backed sandpiper\": 140,\n", + " \"dunlin\": 140,\n", + " \"Erolia alpina\": 140,\n", + " \"redshank\": 141,\n", + " \"Tringa totanus\": 141,\n", + " \"dowitcher\": 142,\n", + " \"oystercatcher\": 143,\n", + " \"oyster catcher\": 143,\n", + " \"pelican\": 144,\n", + " \"king penguin\": 145,\n", + " \"Aptenodytes patagonica\": 145,\n", + " \"albatross\": 146,\n", + " \"mollymawk\": 146,\n", + " \"grey whale\": 147,\n", + " \"gray whale\": 147,\n", + " \"devilfish\": 147,\n", + " \"Eschrichtius gibbosus\": 147,\n", + " \"Eschrichtius robustus\": 147,\n", + " \"killer whale\": 148,\n", + " \"killer\": 148,\n", + " \"orca\": 148,\n", + " \"grampus\": 148,\n", + " \"sea wolf\": 148,\n", + " \"Orcinus orca\": 148,\n", + " \"dugong\": 149,\n", + " \"Dugong dugon\": 149,\n", + " \"sea lion\": 150,\n", + " \"Chihuahua\": 151,\n", + " \"Japanese spaniel\": 152,\n", + " \"Maltese dog\": 153,\n", + " \"Maltese terrier\": 153,\n", + " \"Maltese\": 153,\n", + " \"Pekinese\": 154,\n", + " \"Pekingese\": 154,\n", + " \"Peke\": 154,\n", + " \"Shih-Tzu\": 155,\n", + " \"Blenheim spaniel\": 156,\n", + " \"papillon\": 157,\n", + " \"toy terrier\": 158,\n", + " \"Rhodesian ridgeback\": 159,\n", + " \"Afghan hound\": 160,\n", + " \"Afghan\": 160,\n", + " \"basset\": 161,\n", + " \"basset hound\": 161,\n", + " \"beagle\": 162,\n", + " \"bloodhound\": 163,\n", + " \"sleuthhound\": 163,\n", + " \"bluetick\": 164,\n", + " \"black-and-tan coonhound\": 165,\n", + " \"Walker hound\": 166,\n", + " \"Walker foxhound\": 166,\n", + " \"English foxhound\": 167,\n", + " \"redbone\": 168,\n", + " \"borzoi\": 169,\n", + " \"Russian wolfhound\": 169,\n", + " \"Irish wolfhound\": 170,\n", + " \"Italian greyhound\": 171,\n", + " \"whippet\": 172,\n", + " \"Ibizan hound\": 173,\n", + " \"Ibizan Podenco\": 173,\n", + " \"Norwegian elkhound\": 174,\n", + " \"elkhound\": 174,\n", + " \"otterhound\": 175,\n", + " \"otter hound\": 175,\n", + " \"Saluki\": 176,\n", + " \"gazelle hound\": 176,\n", + " \"Scottish deerhound\": 177,\n", + " \"deerhound\": 177,\n", + " \"Weimaraner\": 178,\n", + " \"Staffordshire bullterrier\": 179,\n", + " \"Staffordshire bull terrier\": 179,\n", + " \"American Staffordshire terrier\": 180,\n", + " \"Staffordshire terrier\": 180,\n", + " \"American pit bull terrier\": 180,\n", + " \"pit bull terrier\": 180,\n", + " \"Bedlington terrier\": 181,\n", + " \"Border terrier\": 182,\n", + " \"Kerry blue terrier\": 183,\n", + " \"Irish terrier\": 184,\n", + " \"Norfolk terrier\": 185,\n", + " \"Norwich terrier\": 186,\n", + " \"Yorkshire terrier\": 187,\n", + " \"wire-haired fox terrier\": 188,\n", + " \"Lakeland terrier\": 189,\n", + " \"Sealyham terrier\": 190,\n", + " \"Sealyham\": 190,\n", + " \"Airedale\": 191,\n", + " \"beach\": 978, \n", + " \"ocean\": 978, \n", + " \"water\": 978, \n", + " \"palm tree\": 988, \n", + " \"tree\": 988, \n", + " \"dog\": 207, \n", + " \"cat\": 281, \n", + " \"car\": 817, \n", + " \"bird\": 14, \n", + " \"flower\": 985,\n", + " \"mountain\": 976, \n", + " \"forest\": 988, \n", + " \"city\": 936, \n", + " \"building\": 936, \n", + " \"person\": 281, \n", + " \"sunset\": 978, \n", + " \"sky\": 978, \n", + " \"serene\": 978,\n", + " \"crystal\": 978,\n", + " \"clear\": 978, \n", + " \"tropical\": 988,\n", + " \"Airedale terrier\": 191,\n", + " \"cairn\": 192,\n", + " \"cairn terrier\": 192,\n", + " \"Australian terrier\": 193,\n", + " \"Dandie Dinmont\": 194,\n", + " \"Dandie Dinmont terrier\": 194,\n", + " \"Boston bull\": 195,\n", + " \"Boston terrier\": 195,\n", + " \"miniature schnauzer\": 196,\n", + " \"giant schnauzer\": 197,\n", + " \"standard schnauzer\": 198,\n", + " \"Scotch terrier\": 199,\n", + " \"Scottish terrier\": 199,\n", + " \"Scottie\": 199,\n", + " \"Tibetan terrier\": 200,\n", + " \"chrysanthemum dog\": 200,\n", + " \"silky terrier\": 201,\n", + " \"Sydney silky\": 201,\n", + " \"soft-coated wheaten terrier\": 202,\n", + " \"West Highland white terrier\": 203,\n", + " \"Lhasa\": 204,\n", + " \"Lhasa apso\": 204,\n", + " \"flat-coated retriever\": 205,\n", + " \"curly-coated retriever\": 206,\n", + " \"golden retriever\": 207,\n", + " \"Labrador retriever\": 208,\n", + " \"Chesapeake Bay retriever\": 209,\n", + " \"German short-haired pointer\": 210,\n", + " \"vizsla\": 211,\n", + " \"Hungarian pointer\": 211,\n", + " \"English setter\": 212,\n", + " \"Irish setter\": 213,\n", + " \"red setter\": 213,\n", + " \"Gordon setter\": 214,\n", + " \"Brittany spaniel\": 215,\n", + " \"clumber\": 216,\n", + " \"clumber spaniel\": 216,\n", + " \"English springer\": 217,\n", + " \"English springer spaniel\": 217,\n", + " \"Welsh springer spaniel\": 218,\n", + " \"cocker spaniel\": 219,\n", + " \"English cocker spaniel\": 219,\n", + " \"cocker\": 219,\n", + " \"Sussex spaniel\": 220,\n", + " \"Irish water spaniel\": 221,\n", + " \"kuvasz\": 222,\n", + " \"schipperke\": 223,\n", + " \"groenendael\": 224,\n", + " \"malinois\": 225,\n", + " \"briard\": 226,\n", + " \"kelpie\": 227,\n", + " \"komondor\": 228,\n", + " \"Old English sheepdog\": 229,\n", + " \"bobtail\": 229,\n", + " \"Shetland sheepdog\": 230,\n", + " \"Shetland sheep dog\": 230,\n", + " \"Shetland\": 230,\n", + " \"collie\": 231,\n", + " \"Border collie\": 232,\n", + " \"Bouvier des Flandres\": 233,\n", + " \"Bouviers des Flandres\": 233,\n", + " \"Rottweiler\": 234,\n", + " \"German shepherd\": 235,\n", + " \"German shepherd dog\": 235,\n", + " \"German police dog\": 235,\n", + " \"alsatian\": 235,\n", + " \"Doberman\": 236,\n", + " \"Doberman pinscher\": 236,\n", + " \"miniature pinscher\": 237,\n", + " \"Greater Swiss Mountain dog\": 238,\n", + " \"Bernese mountain dog\": 239,\n", + " \"Appenzeller\": 240,\n", + " \"EntleBucher\": 241,\n", + " \"boxer\": 242,\n", + " \"bull mastiff\": 243,\n", + " \"Tibetan mastiff\": 244,\n", + " \"French bulldog\": 245,\n", + " \"Great Dane\": 246,\n", + " \"Saint Bernard\": 247,\n", + " \"St Bernard\": 247,\n", + " \"Eskimo dog\": 248,\n", + " \"husky\": 248,\n", + " \"malamute\": 249,\n", + " \"malemute\": 249,\n", + " \"Alaskan malamute\": 249,\n", + " \"Siberian husky\": 250,\n", + " \"dalmatian\": 251,\n", + " \"coach dog\": 251,\n", + " \"carriage dog\": 251,\n", + " \"affenpinscher\": 252,\n", + " \"monkey pinscher\": 252,\n", + " \"monkey dog\": 252,\n", + " \"basenji\": 253,\n", + " \"pug\": 254,\n", + " \"pug-dog\": 254,\n", + " \"Leonberg\": 255,\n", + " \"Newfoundland\": 256,\n", + " \"Newfoundland dog\": 256,\n", + " \"Great Pyrenees\": 257,\n", + " \"Samoyed\": 258,\n", + " \"Samoyede\": 258,\n", + " \"Pomeranian\": 259,\n", + " \"chow\": 260,\n", + " \"chow chow\": 260,\n", + " \"keeshond\": 261,\n", + " \"Brabancon griffon\": 262,\n", + " \"Pembroke\": 263,\n", + " \"Pembroke Welsh corgi\": 263,\n", + " \"Cardigan\": 264,\n", + " \"Cardigan Welsh corgi\": 264,\n", + " \"toy poodle\": 265,\n", + " \"miniature poodle\": 266,\n", + " \"standard poodle\": 267,\n", + " \"Mexican hairless\": 268,\n", + " \"timber wolf\": 269,\n", + " \"grey wolf\": 269,\n", + " \"gray wolf\": 269,\n", + " \"Canis lupus\": 269,\n", + " \"white wolf\": 270,\n", + " \"Arctic wolf\": 270,\n", + " \"Canis lupus tundrarum\": 270,\n", + " \"red wolf\": 271,\n", + " \"maned wolf\": 271,\n", + " \"Canis rufus\": 271,\n", + " \"Canis niger\": 271,\n", + " \"coyote\": 272,\n", + " \"prairie wolf\": 272,\n", + " \"brush wolf\": 272,\n", + " \"Canis latrans\": 272,\n", + " \"dingo\": 273,\n", + " \"warrigal\": 273,\n", + " \"warragal\": 273,\n", + " \"Canis dingo\": 273,\n", + " \"dhole\": 274,\n", + " \"Cuon alpinus\": 274,\n", + " \"African hunting dog\": 275,\n", + " \"hyena dog\": 275,\n", + " \"Cape hunting dog\": 275,\n", + " \"Lycaon pictus\": 275,\n", + " \"hyena\": 276,\n", + " \"hyaena\": 276,\n", + " \"red fox\": 277,\n", + " \"Vulpes vulpes\": 277,\n", + " \"kit fox\": 278,\n", + " \"Vulpes macrotis\": 278,\n", + " \"Arctic fox\": 279,\n", + " \"white fox\": 279,\n", + " \"Alopex lagopus\": 279,\n", + " \"grey fox\": 280,\n", + " \"gray fox\": 280,\n", + " \"Urocyon cinereoargenteus\": 280,\n", + " \"tabby\": 281,\n", + " \"tabby cat\": 281,\n", + " \"tiger cat\": 282,\n", + " \"Persian cat\": 283,\n", + " \"Siamese cat\": 284,\n", + " \"Siamese\": 284,\n", + " \"Egyptian cat\": 285,\n", + " \"cougar\": 286,\n", + " \"puma\": 286,\n", + " \"catamount\": 287,\n", + " \"mountain lion\": 286,\n", + " \"painter\": 286,\n", + " \"panther\": 290,\n", + " \"Felis concolor\": 286,\n", + " \"lynx\": 287,\n", + " \"leopard\": 288,\n", + " \"Panthera pardus\": 288,\n", + " \"snow leopard\": 289,\n", + " \"ounce\": 289,\n", + " \"Panthera uncia\": 289,\n", + " \"jaguar\": 290,\n", + " \"Panthera onca\": 290,\n", + " \"Felis onca\": 290,\n", + " \"lion\": 291,\n", + " \"king of beasts\": 291,\n", + " \"Panthera leo\": 291,\n", + " \"tiger\": 292,\n", + " \"Panthera tigris\": 292,\n", + " \"cheetah\": 293,\n", + " \"chetah\": 293,\n", + " \"Acinonyx jubatus\": 293,\n", + " \"brown bear\": 294,\n", + " \"bruin\": 294,\n", + " \"Ursus arctos\": 294,\n", + " \"American black bear\": 295,\n", + " \"black bear\": 295,\n", + " \"Ursus americanus\": 295,\n", + " \"Euarctos americanus\": 295,\n", + " \"ice bear\": 296,\n", + " \"polar bear\": 296,\n", + " \"Ursus Maritimus\": 296,\n", + " \"Thalarctos maritimus\": 296,\n", + " \"sloth bear\": 297,\n", + " \"Melursus ursinus\": 297,\n", + " \"Ursus ursinus\": 297,\n", + " \"mongoose\": 298,\n", + " \"meerkat\": 299,\n", + " \"mierkat\": 299,\n", + " \"tiger beetle\": 300,\n", + " \"ladybug\": 301,\n", + " \"ladybeetle\": 301,\n", + " \"lady beetle\": 301,\n", + " \"ladybird\": 301,\n", + " \"ladybird beetle\": 301,\n", + " \"ground beetle\": 302,\n", + " \"carabid beetle\": 302,\n", + " \"long-horned beetle\": 303,\n", + " \"longicorn\": 303,\n", + " \"longicorn beetle\": 303,\n", + " \"leaf beetle\": 304,\n", + " \"chrysomelid\": 304,\n", + " \"dung beetle\": 305,\n", + " \"rhinoceros beetle\": 306,\n", + " \"weevil\": 307,\n", + " \"fly\": 308,\n", + " \"bee\": 309,\n", + " \"ant\": 310,\n", + " \"emmet\": 310,\n", + " \"pismire\": 310,\n", + " \"grasshopper\": 311,\n", + " \"hopper\": 311,\n", + " \"cricket\": 312,\n", + " \"walking stick\": 313,\n", + " \"walkingstick\": 313,\n", + " \"stick insect\": 313,\n", + " \"cockroach\": 314,\n", + " \"roach\": 314,\n", + " \"mantis\": 315,\n", + " \"mantid\": 315,\n", + " \"cicada\": 316,\n", + " \"cicala\": 316,\n", + " \"leafhopper\": 317,\n", + " \"lacewing\": 318,\n", + " \"lacewing fly\": 318,\n", + " \"dragonfly\": 319,\n", + " \"darning needle\": 319,\n", + " \"devil's darning needle\": 319,\n", + " \"sewing needle\": 319,\n", + " \"snake feeder\": 319,\n", + " \"snake doctor\": 319,\n", + " \"mosquito hawk\": 319,\n", + " \"skeeter hawk\": 319,\n", + " \"damselfly\": 320,\n", + " \"admiral\": 321,\n", + " \"ringlet\": 322,\n", + " \"ringlet butterfly\": 322,\n", + " \"monarch\": 323,\n", + " \"monarch butterfly\": 323,\n", + " \"milkweed butterfly\": 323,\n", + " \"Danaus plexippus\": 323,\n", + " \"cabbage butterfly\": 324,\n", + " \"sulphur butterfly\": 325,\n", + " \"sulfur butterfly\": 325,\n", + " \"lycaenid\": 326,\n", + " \"lycaenid butterfly\": 326,\n", + " \"starfish\": 327,\n", + " \"sea star\": 327,\n", + " \"sea urchin\": 328,\n", + " \"sea cucumber\": 329,\n", + " \"holothurian\": 329,\n", + " \"wood rabbit\": 330,\n", + " \"cottontail\": 330,\n", + " \"cottontail rabbit\": 330,\n", + " \"hare\": 331,\n", + " \"Angora\": 332,\n", + " \"Angora rabbit\": 332,\n", + " \"hamster\": 333,\n", + " \"porcupine\": 334,\n", + " \"hedgehog\": 334,\n", + " \"fox squirrel\": 335,\n", + " \"eastern fox squirrel\": 335,\n", + " \"Sciurus niger\": 335,\n", + " \"marmot\": 336,\n", + " \"beaver\": 337,\n", + " \"guinea pig\": 338,\n", + " \"Cavia cobaya\": 338,\n", + " \"sorrel\": 339,\n", + " \"zebra\": 340,\n", + " \"hog\": 341,\n", + " \"pig\": 341,\n", + " \"grunter\": 341,\n", + " \"squealer\": 341,\n", + " \"Sus scrofa\": 342,\n", + " \"wild boar\": 342,\n", + " \"boar\": 342,\n", + " \"warthog\": 343,\n", + " \"hippopotamus\": 344,\n", + " \"hippo\": 344,\n", + " \"river horse\": 344,\n", + " \"Hippopotamus amphibius\": 344,\n", + " \"ox\": 345,\n", + " \"water buffalo\": 346,\n", + " \"water ox\": 346,\n", + " \"Asiatic buffalo\": 346,\n", + " \"Bubalus bubalis\": 346,\n", + " \"bison\": 347,\n", + " \"ram\": 348,\n", + " \"tup\": 348,\n", + " \"bighorn\": 349,\n", + " \"bighorn sheep\": 349,\n", + " \"cimarron\": 349,\n", + " \"Rocky Mountain bighorn\": 349,\n", + " \"Rocky Mountain sheep\": 349,\n", + " \"Ovis canadensis\": 349,\n", + " \"ibex\": 350,\n", + " \"Capra ibex\": 350,\n", + " \"hartebeest\": 351,\n", + " \"impala\": 352,\n", + " \"Aepyceros melampus\": 352,\n", + " \"gazelle\": 353,\n", + " \"Arabian camel\": 354,\n", + " \"dromedary\": 354,\n", + " \"Camelus dromedarius\": 354,\n", + " \"llama\": 355,\n", + " \"weasel\": 356,\n", + " \"mink\": 357,\n", + " \"polecat\": 361,\n", + " \"fitch\": 358,\n", + " \"foulmart\": 358,\n", + " \"foumart\": 358,\n", + " \"Mustela putorius\": 358,\n", + " \"black-footed ferret\": 359,\n", + " \"ferret\": 359,\n", + " \"Mustela nigripes\": 359,\n", + " \"otter\": 360,\n", + " \"skunk\": 361,\n", + " \"wood pussy\": 361,\n", + " \"badger\": 362,\n", + " \"armadillo\": 363,\n", + " \"three-toed sloth\": 364,\n", + " \"ai\": 364,\n", + " \"Bradypus tridactylus\": 364,\n", + " \"orangutan\": 365,\n", + " \"orang\": 365,\n", + " \"orangutang\": 365,\n", + " \"Pongo pygmaeus\": 365,\n", + " \"gorilla\": 366,\n", + " \"Gorilla gorilla\": 366,\n", + " \"chimpanzee\": 367,\n", + " \"chimp\": 367,\n", + " \"Pan troglodytes\": 367,\n", + " \"gibbon\": 368,\n", + " \"Hylobates lar\": 368,\n", + " \"siamang\": 369,\n", + " \"Hylobates syndactylus\": 369,\n", + " \"Symphalangus syndactylus\": 369,\n", + " \"guenon\": 370,\n", + " \"guenon monkey\": 370,\n", + " \"patas\": 371,\n", + " \"hussar monkey\": 371,\n", + " \"Erythrocebus patas\": 371,\n", + " \"baboon\": 372,\n", + " \"macaque\": 373,\n", + " \"langur\": 374,\n", + " \"colobus\": 375,\n", + " \"colobus monkey\": 375,\n", + " \"proboscis monkey\": 376,\n", + " \"Nasalis larvatus\": 376,\n", + " \"marmoset\": 377,\n", + " \"capuchin\": 378,\n", + " \"ringtail\": 378,\n", + " \"Cebus capucinus\": 378,\n", + " \"howler monkey\": 379,\n", + " \"howler\": 379,\n", + " \"titi\": 380,\n", + " \"titi monkey\": 380,\n", + " \"spider monkey\": 381,\n", + " \"Ateles geoffroyi\": 381,\n", + " \"squirrel monkey\": 382,\n", + " \"Saimiri sciureus\": 382,\n", + " \"Madagascar cat\": 383,\n", + " \"ring-tailed lemur\": 383,\n", + " \"Lemur catta\": 383,\n", + " \"indri\": 384,\n", + " \"indris\": 384,\n", + " \"Indri indri\": 384,\n", + " \"Indri brevicaudatus\": 384,\n", + " \"Indian elephant\": 385,\n", + " \"Elephas maximus\": 385,\n", + " \"African elephant\": 386,\n", + " \"Loxodonta africana\": 386,\n", + " \"lesser panda\": 387,\n", + " \"red panda\": 387,\n", + " \"panda\": 388,\n", + " \"bear cat\": 387,\n", + " \"cat bear\": 387,\n", + " \"Ailurus fulgens\": 387,\n", + " \"giant panda\": 388,\n", + " \"panda bear\": 388,\n", + " \"coon bear\": 388,\n", + " \"Ailuropoda melanoleuca\": 388,\n", + " \"barracouta\": 389,\n", + " \"snoek\": 389,\n", + " \"eel\": 390,\n", + " \"coho\": 391,\n", + " \"cohoe\": 391,\n", + " \"coho salmon\": 391,\n", + " \"blue jack\": 391,\n", + " \"silver salmon\": 391,\n", + " \"Oncorhynchus kisutch\": 391,\n", + " \"rock beauty\": 392,\n", + " \"Holocanthus tricolor\": 392,\n", + " \"anemone fish\": 393,\n", + " \"sturgeon\": 394,\n", + " \"gar\": 395,\n", + " \"garfish\": 395,\n", + " \"garpike\": 395,\n", + " \"billfish\": 395,\n", + " \"Lepisosteus osseus\": 395,\n", + " \"lionfish\": 396,\n", + " \"puffer\": 397,\n", + " \"pufferfish\": 397,\n", + " \"blowfish\": 397,\n", + " \"globefish\": 397,\n", + " \"abacus\": 398,\n", + " \"abaya\": 399,\n", + " \"academic gown\": 400,\n", + " \"academic robe\": 400,\n", + " \"judge's robe\": 400,\n", + " \"accordion\": 401,\n", + " \"piano accordion\": 401,\n", + " \"squeeze box\": 401,\n", + " \"acoustic guitar\": 402,\n", + " \"aircraft carrier\": 403,\n", + " \"carrier\": 403,\n", + " \"flattop\": 403,\n", + " \"attack aircraft carrier\": 403,\n", + " \"airliner\": 404,\n", + " \"airship\": 405,\n", + " \"dirigible\": 405,\n", + " \"altar\": 406,\n", + " \"ambulance\": 407,\n", + " \"amphibian\": 408,\n", + " \"amphibious vehicle\": 408,\n", + " \"analog clock\": 409,\n", + " \"apiary\": 410,\n", + " \"bee house\": 410,\n", + " \"apron\": 411,\n", + " \"ashcan\": 412,\n", + " \"trash can\": 412,\n", + " \"garbage can\": 412,\n", + " \"wastebin\": 412,\n", + " \"ash bin\": 412,\n", + " \"ash-bin\": 412,\n", + " \"ashbin\": 412,\n", + " \"dustbin\": 412,\n", + " \"trash barrel\": 412,\n", + " \"trash bin\": 412,\n", + " \"assault rifle\": 413,\n", + " \"assault gun\": 413,\n", + " \"backpack\": 414,\n", + " \"back pack\": 414,\n", + " \"knapsack\": 414,\n", + " \"packsack\": 414,\n", + " \"rucksack\": 414,\n", + " \"haversack\": 414,\n", + " \"bakery\": 415,\n", + " \"bakeshop\": 415,\n", + " \"bakehouse\": 415,\n", + " \"balance beam\": 416,\n", + " \"beam\": 416,\n", + " \"balloon\": 417,\n", + " \"ballpoint\": 418,\n", + " \"ballpoint pen\": 418,\n", + " \"ballpen\": 418,\n", + " \"Biro\": 418,\n", + " \"Band Aid\": 419,\n", + " \"banjo\": 420,\n", + " \"bannister\": 421,\n", + " \"banister\": 421,\n", + " \"balustrade\": 421,\n", + " \"balusters\": 421,\n", + " \"handrail\": 421,\n", + " \"barbell\": 422,\n", + " \"barber chair\": 423,\n", + " \"barbershop\": 424,\n", + " \"barn\": 425,\n", + " \"barometer\": 426,\n", + " \"barrel\": 427,\n", + " \"cask\": 427,\n", + " \"barrow\": 428,\n", + " \"garden cart\": 428,\n", + " \"lawn cart\": 428,\n", + " \"wheelbarrow\": 428,\n", + " \"baseball\": 429,\n", + " \"basketball\": 430,\n", + " \"bassinet\": 431,\n", + " \"bassoon\": 432,\n", + " \"bathing cap\": 433,\n", + " \"swimming cap\": 433,\n", + " \"bath towel\": 434,\n", + " \"bathtub\": 435,\n", + " \"bathing tub\": 435,\n", + " \"bath\": 435,\n", + " \"tub\": 876,\n", + " \"beach wagon\": 436,\n", + " \"station wagon\": 436,\n", + " \"wagon\": 734,\n", + " \"estate car\": 436,\n", + " \"beach waggon\": 436,\n", + " \"station waggon\": 436,\n", + " \"waggon\": 436,\n", + " \"beacon\": 437,\n", + " \"lighthouse\": 437,\n", + " \"beacon light\": 437,\n", + " \"pharos\": 437,\n", + " \"beaker\": 438,\n", + " \"bearskin\": 439,\n", + " \"busby\": 439,\n", + " \"shako\": 439,\n", + " \"beer bottle\": 440,\n", + " \"beer glass\": 441,\n", + " \"bell cote\": 442,\n", + " \"bell cot\": 442,\n", + " \"bib\": 443,\n", + " \"bicycle-built-for-two\": 444,\n", + " \"tandem bicycle\": 444,\n", + " \"tandem\": 444,\n", + " \"bikini\": 445,\n", + " \"two-piece\": 445,\n", + " \"binder\": 446,\n", + " \"ring-binder\": 446,\n", + " \"binoculars\": 447,\n", + " \"field glasses\": 447,\n", + " \"opera glasses\": 447,\n", + " \"birdhouse\": 448,\n", + " \"boathouse\": 449,\n", + " \"bobsled\": 450,\n", + " \"bobsleigh\": 450,\n", + " \"bob\": 450,\n", + " \"bolo tie\": 451,\n", + " \"bolo\": 451,\n", + " \"bola tie\": 451,\n", + " \"bola\": 451,\n", + " \"bonnet\": 452,\n", + " \"poke bonnet\": 452,\n", + " \"bookcase\": 453,\n", + " \"bookshop\": 454,\n", + " \"bookstore\": 454,\n", + " \"bookstall\": 454,\n", + " \"bottlecap\": 455,\n", + " \"bow\": 456,\n", + " \"bow tie\": 457,\n", + " \"bow-tie\": 457,\n", + " \"bowtie\": 457,\n", + " \"brass\": 458,\n", + " \"memorial tablet\": 458,\n", + " \"plaque\": 458,\n", + " \"brassiere\": 459,\n", + " \"bra\": 459,\n", + " \"bandeau\": 459,\n", + " \"breakwater\": 460,\n", + " \"groin\": 460,\n", + " \"groyne\": 460,\n", + " \"mole\": 460,\n", + " \"bulwark\": 460,\n", + " \"seawall\": 460,\n", + " \"jetty\": 460,\n", + " \"breastplate\": 461,\n", + " \"aegis\": 461,\n", + " \"egis\": 461,\n", + " \"broom\": 462,\n", + " \"bucket\": 463,\n", + " \"pail\": 463,\n", + " \"buckle\": 464,\n", + " \"bulletproof vest\": 465,\n", + " \"bullet train\": 466,\n", + " \"bullet\": 466,\n", + " \"butcher shop\": 467,\n", + " \"meat market\": 467,\n", + " \"cab\": 468,\n", + " \"hack\": 468,\n", + " \"taxi\": 468,\n", + " \"taxicab\": 468,\n", + " \"caldron\": 469,\n", + " \"cauldron\": 469,\n", + " \"candle\": 470,\n", + " \"taper\": 470,\n", + " \"wax light\": 470,\n", + " \"cannon\": 471,\n", + " \"canoe\": 472,\n", + " \"can opener\": 473,\n", + " \"tin opener\": 473,\n", + " \"cardigan\": 474,\n", + " \"car mirror\": 475,\n", + " \"carousel\": 476,\n", + " \"carrousel\": 476,\n", + " \"merry-go-round\": 476,\n", + " \"roundabout\": 476,\n", + " \"whirligig\": 476,\n", + " \"carpenter's kit\": 477,\n", + " \"tool kit\": 477,\n", + " \"carton\": 478,\n", + " \"car wheel\": 479,\n", + " \"cash machine\": 480,\n", + " \"cash dispenser\": 480,\n", + " \"automated teller machine\": 480,\n", + " \"automatic teller machine\": 480,\n", + " \"automated teller\": 480,\n", + " \"automatic teller\": 480,\n", + " \"ATM\": 480,\n", + " \"cassette\": 481,\n", + " \"cassette player\": 482,\n", + " \"castle\": 483,\n", + " \"catamaran\": 484,\n", + " \"CD player\": 485,\n", + " \"cello\": 486,\n", + " \"violoncello\": 486,\n", + " \"cellular telephone\": 487,\n", + " \"cellular phone\": 487,\n", + " \"cellphone\": 487,\n", + " \"cell\": 487,\n", + " \"mobile phone\": 487,\n", + " \"chain\": 488,\n", + " \"chainlink fence\": 489,\n", + " \"chain mail\": 490,\n", + " \"ring mail\": 490,\n", + " \"mail\": 490,\n", + " \"chain armor\": 490,\n", + " \"chain armour\": 490,\n", + " \"ring armor\": 490,\n", + " \"ring armour\": 490,\n", + " \"chain saw\": 491,\n", + " \"chainsaw\": 491,\n", + " \"chest\": 492,\n", + " \"chiffonier\": 493,\n", + " \"commode\": 493,\n", + " \"chime\": 494,\n", + " \"bell\": 494,\n", + " \"gong\": 577,\n", + " \"china cabinet\": 495,\n", + " \"china closet\": 495,\n", + " \"Christmas stocking\": 496,\n", + " \"church\": 497,\n", + " \"church building\": 497,\n", + " \"cinema\": 498,\n", + " \"movie theater\": 498,\n", + " \"movie theatre\": 498,\n", + " \"movie house\": 498,\n", + " \"picture palace\": 498,\n", + " \"cleaver\": 499,\n", + " \"meat cleaver\": 499,\n", + " \"chopper\": 499,\n", + " \"cliff dwelling\": 500,\n", + " \"cloak\": 501,\n", + " \"clog\": 502,\n", + " \"geta\": 502,\n", + " \"patten\": 502,\n", + " \"sabot\": 502,\n", + " \"cocktail shaker\": 503,\n", + " \"coffee mug\": 504,\n", + " \"coffeepot\": 505,\n", + " \"coil\": 506,\n", + " \"spiral\": 506,\n", + " \"volute\": 506,\n", + " \"whorl\": 506,\n", + " \"helix\": 506,\n", + " \"combination lock\": 507,\n", + " \"computer keyboard\": 508,\n", + " \"keypad\": 508,\n", + " \"confectionery\": 509,\n", + " \"confectionary\": 509,\n", + " \"candy store\": 509,\n", + " \"container ship\": 510,\n", + " \"containership\": 510,\n", + " \"container vessel\": 510,\n", + " \"convertible\": 511,\n", + " \"corkscrew\": 512,\n", + " \"bottle screw\": 512,\n", + " \"cornet\": 513,\n", + " \"horn\": 566,\n", + " \"trumpet\": 513,\n", + " \"trump\": 513,\n", + " \"cowboy boot\": 514,\n", + " \"cowboy hat\": 515,\n", + " \"ten-gallon hat\": 515,\n", + " \"cradle\": 516,\n", + " \"crash helmet\": 518,\n", + " \"crate\": 519,\n", + " \"crib\": 520,\n", + " \"cot\": 520,\n", + " \"Crock Pot\": 521,\n", + " \"croquet ball\": 522,\n", + " \"crutch\": 523,\n", + " \"cuirass\": 524,\n", + " \"dam\": 525,\n", + " \"dike\": 525,\n", + " \"dyke\": 525,\n", + " \"desk\": 526,\n", + " \"desktop computer\": 527,\n", + " \"dial telephone\": 528,\n", + " \"dial phone\": 528,\n", + " \"diaper\": 529,\n", + " \"nappy\": 529,\n", + " \"napkin\": 529,\n", + " \"digital clock\": 530,\n", + " \"digital watch\": 531,\n", + " \"dining table\": 532,\n", + " \"board\": 532,\n", + " \"dishrag\": 533,\n", + " \"dishcloth\": 533,\n", + " \"dishwasher\": 534,\n", + " \"dish washer\": 534,\n", + " \"dishwashing machine\": 534,\n", + " \"disk brake\": 535,\n", + " \"disc brake\": 535,\n", + " \"dock\": 536,\n", + " \"dockage\": 536,\n", + " \"docking facility\": 536,\n", + " \"dogsled\": 537,\n", + " \"dog sled\": 537,\n", + " \"dog sleigh\": 537,\n", + " \"dome\": 538,\n", + " \"doormat\": 539,\n", + " \"welcome mat\": 539,\n", + " \"drilling platform\": 540,\n", + " \"offshore rig\": 540,\n", + " \"drum\": 541,\n", + " \"membranophone\": 541,\n", + " \"tympan\": 541,\n", + " \"drumstick\": 542,\n", + " \"dumbbell\": 543,\n", + " \"Dutch oven\": 544,\n", + " \"electric fan\": 545,\n", + " \"blower\": 545,\n", + " \"electric guitar\": 546,\n", + " \"electric locomotive\": 547,\n", + " \"entertainment center\": 548,\n", + " \"envelope\": 549,\n", + " \"espresso maker\": 550,\n", + " \"face powder\": 551,\n", + " \"feather boa\": 552,\n", + " \"boa\": 552,\n", + " \"file\": 553,\n", + " \"file cabinet\": 553,\n", + " \"filing cabinet\": 553,\n", + " \"fireboat\": 554,\n", + " \"fire engine\": 555,\n", + " \"fire truck\": 555,\n", + " \"fire screen\": 556,\n", + " \"fireguard\": 556,\n", + " \"flagpole\": 557,\n", + " \"flagstaff\": 557,\n", + " \"flute\": 558,\n", + " \"transverse flute\": 558,\n", + " \"folding chair\": 559,\n", + " \"football helmet\": 560,\n", + " \"forklift\": 561,\n", + " \"fountain\": 562,\n", + " \"fountain pen\": 563,\n", + " \"four-poster\": 564,\n", + " \"freight car\": 565,\n", + " \"French horn\": 566,\n", + " \"frying pan\": 567,\n", + " \"frypan\": 567,\n", + " \"skillet\": 567,\n", + " \"fur coat\": 568,\n", + " \"garbage truck\": 569,\n", + " \"dustcart\": 569,\n", + " \"gasmask\": 570,\n", + " \"respirator\": 570,\n", + " \"gas helmet\": 570,\n", + " \"gas pump\": 571,\n", + " \"gasoline pump\": 571,\n", + " \"petrol pump\": 571,\n", + " \"island dispenser\": 571,\n", + " \"goblet\": 572,\n", + " \"go-kart\": 573,\n", + " \"golf ball\": 574,\n", + " \"golfcart\": 575,\n", + " \"golf cart\": 575,\n", + " \"gondola\": 576,\n", + " \"tam-tam\": 577,\n", + " \"gown\": 578,\n", + " \"grand piano\": 579,\n", + " \"grand\": 579,\n", + " \"greenhouse\": 580,\n", + " \"nursery\": 580,\n", + " \"glasshouse\": 580,\n", + " \"grille\": 581,\n", + " \"radiator grille\": 581,\n", + " \"grocery store\": 582,\n", + " \"grocery\": 582,\n", + " \"food market\": 582,\n", + " \"market\": 582,\n", + " \"guillotine\": 583,\n", + " \"hair slide\": 584,\n", + " \"hair spray\": 585,\n", + " \"half track\": 586,\n", + " \"hammer\": 587,\n", + " \"hamper\": 588,\n", + " \"hand blower\": 589,\n", + " \"blow dryer\": 589,\n", + " \"blow drier\": 589,\n", + " \"hair dryer\": 589,\n", + " \"hair drier\": 589,\n", + " \"hand-held computer\": 590,\n", + " \"hand-held microcomputer\": 590,\n", + " \"handkerchief\": 591,\n", + " \"hankie\": 591,\n", + " \"hanky\": 591,\n", + " \"hankey\": 591,\n", + " \"hard disc\": 592,\n", + " \"hard disk\": 592,\n", + " \"fixed disk\": 592,\n", + " \"harmonica\": 593,\n", + " \"mouth organ\": 593,\n", + " \"harp\": 594,\n", + " \"mouth harp\": 593,\n", + " \"harvester\": 595,\n", + " \"reaper\": 595,\n", + " \"hatchet\": 596,\n", + " \"holster\": 597,\n", + " \"home theater\": 598,\n", + " \"home theatre\": 598,\n", + " \"honeycomb\": 599,\n", + " \"hook\": 600,\n", + " \"claw\": 600,\n", + " \"hoopskirt\": 601,\n", + " \"crinoline\": 601,\n", + " \"horizontal bar\": 602,\n", + " \"high bar\": 602,\n", + " \"horse cart\": 603,\n", + " \"horse-cart\": 603,\n", + " \"hourglass\": 604,\n", + " \"iPod\": 605,\n", + " \"iron\": 606,\n", + " \"smoothing iron\": 606,\n", + " \"jack-o'-lantern\": 607,\n", + " \"jean\": 608,\n", + " \"blue jean\": 608,\n", + " \"denim\": 608,\n", + " \"jeep\": 609,\n", + " \"landrover\": 609,\n", + " \"jersey\": 610,\n", + " \"T-shirt\": 610,\n", + " \"tee shirt\": 610,\n", + " \"jigsaw puzzle\": 611,\n", + " \"jinrikisha\": 612,\n", + " \"ricksha\": 612,\n", + " \"rickshaw\": 612,\n", + " \"joystick\": 613,\n", + " \"kimono\": 614,\n", + " \"knee pad\": 615,\n", + " \"knot\": 616,\n", + " \"lab coat\": 617,\n", + " \"laboratory coat\": 617,\n", + " \"ladle\": 618,\n", + " \"lampshade\": 619,\n", + " \"lamp shade\": 619,\n", + " \"laptop\": 620,\n", + " \"laptop computer\": 620,\n", + " \"lawn mower\": 621,\n", + " \"mower\": 621,\n", + " \"lens cap\": 622,\n", + " \"lens cover\": 622,\n", + " \"letter opener\": 623,\n", + " \"paper knife\": 623,\n", + " \"paperknife\": 623,\n", + " \"library\": 624,\n", + " \"lifeboat\": 625,\n", + " \"lighter\": 626,\n", + " \"light\": 626,\n", + " \"igniter\": 626,\n", + " \"ignitor\": 626,\n", + " \"limousine\": 627,\n", + " \"limo\": 627,\n", + " \"liner\": 628,\n", + " \"ocean liner\": 628,\n", + " \"lipstick\": 629,\n", + " \"lip rouge\": 629,\n", + " \"Loafer\": 630,\n", + " \"lotion\": 631,\n", + " \"loudspeaker\": 632,\n", + " \"speaker\": 632,\n", + " \"speaker unit\": 632,\n", + " \"loudspeaker system\": 632,\n", + " \"speaker system\": 632,\n", + " \"loupe\": 633,\n", + " \"jeweler's loupe\": 633,\n", + " \"lumbermill\": 634,\n", + " \"sawmill\": 634,\n", + " \"magnetic compass\": 635,\n", + " \"mailbag\": 636,\n", + " \"postbag\": 636,\n", + " \"mailbox\": 637,\n", + " \"letter box\": 637,\n", + " \"maillot\": 639,\n", + " \"tank suit\": 639,\n", + " \"manhole cover\": 640,\n", + " \"maraca\": 641,\n", + " \"marimba\": 642,\n", + " \"xylophone\": 642,\n", + " \"mask\": 643,\n", + " \"matchstick\": 644,\n", + " \"maypole\": 645,\n", + " \"maze\": 646,\n", + " \"labyrinth\": 646,\n", + " \"measuring cup\": 647,\n", + " \"medicine chest\": 648,\n", + " \"medicine cabinet\": 648,\n", + " \"megalith\": 649,\n", + " \"megalithic structure\": 649,\n", + " \"microphone\": 650,\n", + " \"mike\": 650,\n", + " \"microwave\": 651,\n", + " \"microwave oven\": 651,\n", + " \"military uniform\": 652,\n", + " \"milk can\": 653,\n", + " \"minibus\": 654,\n", + " \"miniskirt\": 655,\n", + " \"mini\": 655,\n", + " \"minivan\": 656,\n", + " \"missile\": 744,\n", + " \"mitten\": 658,\n", + " \"mixing bowl\": 659,\n", + " \"mobile home\": 660,\n", + " \"manufactured home\": 660,\n", + " \"Model T\": 661,\n", + " \"modem\": 662,\n", + " \"monastery\": 663,\n", + " \"monitor\": 664,\n", + " \"moped\": 665,\n", + " \"mortar\": 666,\n", + " \"mortarboard\": 667,\n", + " \"mosque\": 668,\n", + " \"mosquito net\": 669,\n", + " \"motor scooter\": 670,\n", + " \"scooter\": 670,\n", + " \"mountain bike\": 671,\n", + " \"all-terrain bike\": 671,\n", + " \"off-roader\": 671,\n", + " \"mountain tent\": 672,\n", + " \"mouse\": 673,\n", + " \"computer mouse\": 673,\n", + " \"mousetrap\": 674,\n", + " \"moving van\": 675,\n", + " \"muzzle\": 676,\n", + " \"nail\": 677,\n", + " \"neck brace\": 678,\n", + " \"necklace\": 679,\n", + " \"nipple\": 680,\n", + " \"notebook\": 681,\n", + " \"notebook computer\": 681,\n", + " \"obelisk\": 682,\n", + " \"oboe\": 683,\n", + " \"hautboy\": 683,\n", + " \"hautbois\": 683,\n", + " \"ocarina\": 684,\n", + " \"sweet potato\": 684,\n", + " \"odometer\": 685,\n", + " \"hodometer\": 685,\n", + " \"mileometer\": 685,\n", + " \"milometer\": 685,\n", + " \"oil filter\": 686,\n", + " \"organ\": 687,\n", + " \"pipe organ\": 687,\n", + " \"oscilloscope\": 688,\n", + " \"scope\": 688,\n", + " \"cathode-ray oscilloscope\": 688,\n", + " \"CRO\": 688,\n", + " \"overskirt\": 689,\n", + " \"oxcart\": 690,\n", + " \"oxygen mask\": 691,\n", + " \"packet\": 692,\n", + " \"paddle\": 693,\n", + " \"boat paddle\": 693,\n", + " \"paddlewheel\": 694,\n", + " \"paddle wheel\": 694,\n", + " \"padlock\": 695,\n", + " \"paintbrush\": 696,\n", + " \"pajama\": 697,\n", + " \"pyjama\": 697,\n", + " \"pj's\": 697,\n", + " \"jammies\": 697,\n", + " \"palace\": 698,\n", + " \"panpipe\": 699,\n", + " \"pandean pipe\": 699,\n", + " \"syrinx\": 699,\n", + " \"paper towel\": 700,\n", + " \"parachute\": 701,\n", + " \"chute\": 701,\n", + " \"parallel bars\": 702,\n", + " \"bars\": 702,\n", + " \"park bench\": 703,\n", + " \"parking meter\": 704,\n", + " \"passenger car\": 705,\n", + " \"coach\": 705,\n", + " \"carriage\": 705,\n", + " \"patio\": 706,\n", + " \"terrace\": 706,\n", + " \"pay-phone\": 707,\n", + " \"pay-station\": 707,\n", + " \"pedestal\": 708,\n", + " \"plinth\": 708,\n", + " \"footstall\": 708,\n", + " \"pencil box\": 709,\n", + " \"pencil case\": 709,\n", + " \"pencil sharpener\": 710,\n", + " \"perfume\": 711,\n", + " \"essence\": 711,\n", + " \"Petri dish\": 712,\n", + " \"photocopier\": 713,\n", + " \"pick\": 714,\n", + " \"plectrum\": 714,\n", + " \"plectron\": 714,\n", + " \"pickelhaube\": 715,\n", + " \"picket fence\": 716,\n", + " \"paling\": 716,\n", + " \"pickup\": 717,\n", + " \"pickup truck\": 717,\n", + " \"pier\": 718,\n", + " \"piggy bank\": 719,\n", + " \"penny bank\": 719,\n", + " \"pill bottle\": 720,\n", + " \"pillow\": 721,\n", + " \"ping-pong ball\": 722,\n", + " \"pinwheel\": 723,\n", + " \"pirate\": 724,\n", + " \"pirate ship\": 724,\n", + " \"pitcher\": 725,\n", + " \"ewer\": 725,\n", + " \"plane\": 726,\n", + " \"carpenter's plane\": 726,\n", + " \"woodworking plane\": 726,\n", + " \"planetarium\": 727,\n", + " \"plastic bag\": 728,\n", + " \"plate rack\": 729,\n", + " \"plow\": 730,\n", + " \"plough\": 730,\n", + " \"plunger\": 731,\n", + " \"plumber's helper\": 731,\n", + " \"Polaroid camera\": 732,\n", + " \"Polaroid Land camera\": 732,\n", + " \"pole\": 733,\n", + " \"police van\": 734,\n", + " \"police wagon\": 734,\n", + " \"paddy wagon\": 734,\n", + " \"patrol wagon\": 734,\n", + " \"black Maria\": 734,\n", + " \"poncho\": 735,\n", + " \"pool table\": 736,\n", + " \"billiard table\": 736,\n", + " \"snooker table\": 736,\n", + " \"pop bottle\": 737,\n", + " \"soda bottle\": 737,\n", + " \"pot\": 738,\n", + " \"flowerpot\": 738,\n", + " \"potter's wheel\": 739,\n", + " \"power drill\": 740,\n", + " \"prayer rug\": 741,\n", + " \"prayer mat\": 741,\n", + " \"printer\": 742,\n", + " \"prison\": 743,\n", + " \"prison house\": 743,\n", + " \"projectile\": 744,\n", + " \"projector\": 745,\n", + " \"puck\": 746,\n", + " \"hockey puck\": 746,\n", + " \"punching bag\": 747,\n", + " \"punch bag\": 747,\n", + " \"punching ball\": 747,\n", + " \"punchball\": 747,\n", + " \"purse\": 748,\n", + " \"quill\": 749,\n", + " \"quill pen\": 749,\n", + " \"quilt\": 750,\n", + " \"comforter\": 750,\n", + " \"comfort\": 750,\n", + " \"puff\": 750,\n", + " \"racer\": 751,\n", + " \"race car\": 751,\n", + " \"racing car\": 751,\n", + " \"racket\": 752,\n", + " \"racquet\": 752,\n", + " \"radiator\": 753,\n", + " \"radio\": 754,\n", + " \"wireless\": 754,\n", + " \"radio telescope\": 755,\n", + " \"radio reflector\": 755,\n", + " \"rain barrel\": 756,\n", + " \"recreational vehicle\": 757,\n", + " \"RV\": 757,\n", + " \"R.V.\": 757,\n", + " \"reel\": 758,\n", + " \"reflex camera\": 759,\n", + " \"refrigerator\": 760,\n", + " \"icebox\": 760,\n", + " \"remote control\": 761,\n", + " \"remote\": 761,\n", + " \"restaurant\": 762,\n", + " \"eating house\": 762,\n", + " \"eating place\": 762,\n", + " \"eatery\": 762,\n", + " \"revolver\": 763,\n", + " \"six-gun\": 763,\n", + " \"six-shooter\": 763,\n", + " \"rifle\": 764,\n", + " \"rocking chair\": 765,\n", + " \"rocker\": 765,\n", + " \"rotisserie\": 766,\n", + " \"rubber eraser\": 767,\n", + " \"rubber\": 767,\n", + " \"pencil eraser\": 767,\n", + " \"rugby ball\": 768,\n", + " \"rule\": 769,\n", + " \"ruler\": 769,\n", + " \"running shoe\": 770,\n", + " \"safe\": 771,\n", + " \"safety pin\": 772,\n", + " \"saltshaker\": 773,\n", + " \"salt shaker\": 773,\n", + " \"sandal\": 774,\n", + " \"sarong\": 775,\n", + " \"sax\": 776,\n", + " \"saxophone\": 776,\n", + " \"scabbard\": 777,\n", + " \"scale\": 778,\n", + " \"weighing machine\": 778,\n", + " \"school bus\": 779,\n", + " \"schooner\": 780,\n", + " \"scoreboard\": 781,\n", + " \"screen\": 782,\n", + " \"CRT screen\": 782,\n", + " \"screw\": 783,\n", + " \"screwdriver\": 784,\n", + " \"seat belt\": 785,\n", + " \"seatbelt\": 785,\n", + " \"sewing machine\": 786,\n", + " \"shield\": 787,\n", + " \"buckler\": 787,\n", + " \"shoe shop\": 788,\n", + " \"shoe-shop\": 788,\n", + " \"shoe store\": 788,\n", + " \"shoji\": 789,\n", + " \"shopping basket\": 790,\n", + " \"shopping cart\": 791,\n", + " \"shovel\": 792,\n", + " \"shower cap\": 793,\n", + " \"shower curtain\": 794,\n", + " \"ski\": 795,\n", + " \"ski mask\": 796,\n", + " \"sleeping bag\": 797,\n", + " \"slide rule\": 798,\n", + " \"slipstick\": 798,\n", + " \"sliding door\": 799,\n", + " \"slot\": 800,\n", + " \"one-armed bandit\": 800,\n", + " \"snorkel\": 801,\n", + " \"snowmobile\": 802,\n", + " \"snowplow\": 803,\n", + " \"snowplough\": 803,\n", + " \"soap dispenser\": 804,\n", + " \"soccer ball\": 805,\n", + " \"sock\": 806,\n", + " \"solar dish\": 807,\n", + " \"solar collector\": 807,\n", + " \"solar furnace\": 807,\n", + " \"sombrero\": 808,\n", + " \"soup bowl\": 809,\n", + " \"space bar\": 810,\n", + " \"space heater\": 811,\n", + " \"space shuttle\": 812,\n", + " \"spatula\": 813,\n", + " \"speedboat\": 814,\n", + " \"spider web\": 815,\n", + " \"spider's web\": 815,\n", + " \"spindle\": 816,\n", + " \"sports car\": 817,\n", + " \"sport car\": 817,\n", + " \"spotlight\": 818,\n", + " \"spot\": 818,\n", + " \"stage\": 819,\n", + " \"steam locomotive\": 820,\n", + " \"steel arch bridge\": 821,\n", + " \"steel drum\": 822,\n", + " \"stethoscope\": 823,\n", + " \"stole\": 824,\n", + " \"stone wall\": 825,\n", + " \"stopwatch\": 826,\n", + " \"stop watch\": 826,\n", + " \"stove\": 827,\n", + " \"strainer\": 828,\n", + " \"streetcar\": 829,\n", + " \"tram\": 829,\n", + " \"tramcar\": 829,\n", + " \"trolley\": 829,\n", + " \"trolley car\": 829,\n", + " \"stretcher\": 830,\n", + " \"studio couch\": 831,\n", + " \"day bed\": 831,\n", + " \"stupa\": 832,\n", + " \"tope\": 832,\n", + " \"submarine\": 833,\n", + " \"pigboat\": 833,\n", + " \"sub\": 833,\n", + " \"U-boat\": 833,\n", + " \"suit\": 834,\n", + " \"suit of clothes\": 834,\n", + " \"sundial\": 835,\n", + " \"sunglass\": 836,\n", + " \"sunglasses\": 837,\n", + " \"dark glasses\": 837,\n", + " \"shades\": 837,\n", + " \"sunscreen\": 838,\n", + " \"sunblock\": 838,\n", + " \"sun blocker\": 838,\n", + " \"suspension bridge\": 839,\n", + " \"swab\": 840,\n", + " \"swob\": 840,\n", + " \"mop\": 840,\n", + " \"sweatshirt\": 841,\n", + " \"swimming trunks\": 842,\n", + " \"bathing trunks\": 842,\n", + " \"swing\": 843,\n", + " \"switch\": 844,\n", + " \"electric switch\": 844,\n", + " \"electrical switch\": 844,\n", + " \"syringe\": 845,\n", + " \"table lamp\": 846,\n", + " \"tank\": 847,\n", + " \"army tank\": 847,\n", + " \"armored combat vehicle\": 847,\n", + " \"armoured combat vehicle\": 847,\n", + " \"tape player\": 848,\n", + " \"teapot\": 849,\n", + " \"teddy\": 850,\n", + " \"teddy bear\": 850,\n", + " \"television\": 851,\n", + " \"television system\": 851,\n", + " \"tennis ball\": 852,\n", + " \"thatch\": 853,\n", + " \"thatched roof\": 853,\n", + " \"theater curtain\": 854,\n", + " \"theatre curtain\": 854,\n", + " \"thimble\": 855,\n", + " \"thresher\": 856,\n", + " \"thrasher\": 856,\n", + " \"threshing machine\": 856,\n", + " \"throne\": 857,\n", + " \"tile roof\": 858,\n", + " \"toaster\": 859,\n", + " \"tobacco shop\": 860,\n", + " \"tobacconist shop\": 860,\n", + " \"tobacconist\": 860,\n", + " \"toilet seat\": 861,\n", + " \"torch\": 862,\n", + " \"totem pole\": 863,\n", + " \"tow truck\": 864,\n", + " \"tow car\": 864,\n", + " \"wrecker\": 864,\n", + " \"toyshop\": 865,\n", + " \"tractor\": 866,\n", + " \"trailer truck\": 867,\n", + " \"tractor trailer\": 867,\n", + " \"trucking rig\": 867,\n", + " \"rig\": 867,\n", + " \"articulated lorry\": 867,\n", + " \"semi\": 867,\n", + " \"tray\": 868,\n", + " \"trench coat\": 869,\n", + " \"tricycle\": 870,\n", + " \"trike\": 870,\n", + " \"velocipede\": 870,\n", + " \"trimaran\": 871,\n", + " \"tripod\": 872,\n", + " \"triumphal arch\": 873,\n", + " \"trolleybus\": 874,\n", + " \"trolley coach\": 874,\n", + " \"trackless trolley\": 874,\n", + " \"trombone\": 875,\n", + " \"vat\": 876,\n", + " \"turnstile\": 877,\n", + " \"typewriter keyboard\": 878,\n", + " \"umbrella\": 879,\n", + " \"unicycle\": 880,\n", + " \"monocycle\": 880,\n", + " \"upright\": 881,\n", + " \"upright piano\": 881,\n", + " \"vacuum\": 882,\n", + " \"vacuum cleaner\": 882,\n", + " \"vase\": 883,\n", + " \"vault\": 884,\n", + " \"velvet\": 885,\n", + " \"vending machine\": 886,\n", + " \"vestment\": 887,\n", + " \"viaduct\": 888,\n", + " \"violin\": 889,\n", + " \"fiddle\": 889,\n", + " \"volleyball\": 890,\n", + " \"waffle iron\": 891,\n", + " \"wall clock\": 892,\n", + " \"wallet\": 893,\n", + " \"billfold\": 893,\n", + " \"notecase\": 893,\n", + " \"pocketbook\": 893,\n", + " \"wardrobe\": 894,\n", + " \"closet\": 894,\n", + " \"press\": 894,\n", + " \"warplane\": 895,\n", + " \"military plane\": 895,\n", + " \"washbasin\": 896,\n", + " \"handbasin\": 896,\n", + " \"washbowl\": 896,\n", + " \"lavabo\": 896,\n", + " \"wash-hand basin\": 896,\n", + " \"washer\": 897,\n", + " \"automatic washer\": 897,\n", + " \"washing machine\": 897,\n", + " \"water bottle\": 898,\n", + " \"water jug\": 899,\n", + " \"water tower\": 900,\n", + " \"whiskey jug\": 901,\n", + " \"whistle\": 902,\n", + " \"wig\": 903,\n", + " \"window screen\": 904,\n", + " \"window shade\": 905,\n", + " \"Windsor tie\": 906,\n", + " \"wine bottle\": 907,\n", + " \"wing\": 908,\n", + " \"wok\": 909,\n", + " \"wooden spoon\": 910,\n", + " \"wool\": 911,\n", + " \"woolen\": 911,\n", + " \"woollen\": 911,\n", + " \"worm fence\": 912,\n", + " \"snake fence\": 912,\n", + " \"snake-rail fence\": 912,\n", + " \"Virginia fence\": 912,\n", + " \"wreck\": 913,\n", + " \"yawl\": 914,\n", + " \"yurt\": 915,\n", + " \"web site\": 916,\n", + " \"website\": 916,\n", + " \"internet site\": 916,\n", + " \"site\": 916,\n", + " \"comic book\": 917,\n", + " \"crossword puzzle\": 918,\n", + " \"crossword\": 918,\n", + " \"street sign\": 919,\n", + " \"traffic light\": 920,\n", + " \"traffic signal\": 920,\n", + " \"stoplight\": 920,\n", + " \"book jacket\": 921,\n", + " \"dust cover\": 921,\n", + " \"dust jacket\": 921,\n", + " \"dust wrapper\": 921,\n", + " \"menu\": 922,\n", + " \"plate\": 923,\n", + " \"guacamole\": 924,\n", + " \"consomme\": 925,\n", + " \"hot pot\": 926,\n", + " \"hotpot\": 926,\n", + " \"trifle\": 927,\n", + " \"ice cream\": 928,\n", + " \"icecream\": 928,\n", + " \"ice lolly\": 929,\n", + " \"lolly\": 929,\n", + " \"lollipop\": 929,\n", + " \"popsicle\": 929,\n", + " \"French loaf\": 930,\n", + " \"bagel\": 931,\n", + " \"beigel\": 931,\n", + " \"pretzel\": 932,\n", + " \"cheeseburger\": 933,\n", + " \"hotdog\": 934,\n", + " \"hot dog\": 934,\n", + " \"red hot\": 934,\n", + " \"mashed potato\": 935,\n", + " \"head cabbage\": 936,\n", + " \"broccoli\": 937,\n", + " \"cauliflower\": 938,\n", + " \"zucchini\": 939,\n", + " \"courgette\": 939,\n", + " \"spaghetti squash\": 940,\n", + " \"acorn squash\": 941,\n", + " \"butternut squash\": 942,\n", + " \"cucumber\": 943,\n", + " \"cuke\": 943,\n", + " \"artichoke\": 944,\n", + " \"globe artichoke\": 944,\n", + " \"bell pepper\": 945,\n", + " \"cardoon\": 946,\n", + " \"mushroom\": 947,\n", + " \"Granny Smith\": 948,\n", + " \"strawberry\": 949,\n", + " \"orange\": 950,\n", + " \"lemon\": 951,\n", + " \"fig\": 952,\n", + " \"pineapple\": 953,\n", + " \"ananas\": 953,\n", + " \"banana\": 954,\n", + " \"jackfruit\": 955,\n", + " \"jak\": 955,\n", + " \"jack\": 955,\n", + " \"custard apple\": 956,\n", + " \"pomegranate\": 957,\n", + " \"hay\": 958,\n", + " \"carbonara\": 959,\n", + " \"chocolate sauce\": 960,\n", + " \"chocolate syrup\": 960,\n", + " \"dough\": 961,\n", + " \"meat loaf\": 962,\n", + " \"meatloaf\": 962,\n", + " \"pizza\": 963,\n", + " \"pizza pie\": 963,\n", + " \"potpie\": 964,\n", + " \"burrito\": 965,\n", + " \"red wine\": 966,\n", + " \"espresso\": 967,\n", + " \"cup\": 968,\n", + " \"eggnog\": 969,\n", + " \"alp\": 970,\n", + " \"bubble\": 971,\n", + " \"cliff\": 972,\n", + " \"drop\": 972,\n", + " \"drop-off\": 972,\n", + " \"coral reef\": 973,\n", + " \"geyser\": 974,\n", + " \"lakeside\": 975,\n", + " \"lakeshore\": 975,\n", + " \"promontory\": 976,\n", + " \"headland\": 976,\n", + " \"head\": 976,\n", + " \"foreland\": 976,\n", + " \"sandbar\": 977,\n", + " \"sand bar\": 977,\n", + " \"seashore\": 978,\n", + " \"coast\": 978,\n", + " \"seacoast\": 978,\n", + " \"sea-coast\": 978,\n", + " \"valley\": 979,\n", + " \"vale\": 979,\n", + " \"volcano\": 980,\n", + " \"ballplayer\": 981,\n", + " \"baseball player\": 981,\n", + " \"groom\": 982,\n", + " \"bridegroom\": 982,\n", + " \"scuba diver\": 983,\n", + " \"rapeseed\": 984,\n", + " \"daisy\": 985,\n", + " \"yellow lady's slipper\": 986,\n", + " \"yellow lady-slipper\": 986,\n", + " \"Cypripedium calceolus\": 986,\n", + " \"Cypripedium parviflorum\": 986,\n", + " \"corn\": 987,\n", + " \"acorn\": 988,\n", + " \"hip\": 989,\n", + " \"rose hip\": 989,\n", + " \"rosehip\": 989,\n", + " \"buckeye\": 990,\n", + " \"horse chestnut\": 990,\n", + " \"conker\": 990,\n", + " \"coral fungus\": 991,\n", + " \"agaric\": 992,\n", + " \"gyromitra\": 993,\n", + " \"stinkhorn\": 994,\n", + " \"carrion fungus\": 994,\n", + " \"earthstar\": 995,\n", + " \"hen-of-the-woods\": 996,\n", + " \"hen of the woods\": 996,\n", + " \"Polyporus frondosus\": 996,\n", + " \"Grifola frondosa\": 996,\n", + " \"bolete\": 997,\n", + " \"ear\": 998,\n", + " \"spike\": 998,\n", + " \"capitulum\": 998,\n", + " \"toilet tissue\": 999,\n", + " \"toilet paper\": 999,\n", + " \"bathroom tissue\": 999\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "3f9b9ff5", + "metadata": {}, + "outputs": [], + "source": [ + "def text_to_imagenet_class(prompt, default_class=978):\n", + " \"\"\"Convert text prompt to ImageNet class ID\"\"\"\n", + " prompt_lower = prompt.lower()\n", + " \n", + " # Find the best matching class\n", + " for keyword, class_id in TEXT_TO_CLASS_MAP.items():\n", + " if keyword in prompt_lower:\n", + " return class_id\n", + " \n", + " return default_class # Default to seashore" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "173ee001", + "metadata": {}, + "outputs": [], + "source": [ + "def generate_images_from_text(prompts, cfg=4.0, top_k=900, top_p=0.95, seed=42):\n", + " \"\"\"Generate images from text prompts by mapping to ImageNet classes\"\"\"\n", + " \n", + " if isinstance(prompts, str):\n", + " prompts = [prompts]\n", + " \n", + " torch.manual_seed(seed)\n", + " B = len(prompts)\n", + " \n", + " # Convert text prompts to class IDs\n", + " class_ids = []\n", + " for prompt in prompts:\n", + " class_id = text_to_imagenet_class(prompt)\n", + " class_ids.append(class_id)\n", + " print(f\"Prompt: '{prompt}' -> ImageNet class: {class_id}\")\n", + " \n", + " class_ids = torch.tensor(class_ids, dtype=torch.long, device=device)\n", + " \n", + " # Generate images using VAR\n", + " print(\"Generating images...\")\n", + " with torch.no_grad():\n", + " generated_images = var.autoregressive_infer_cfg(\n", + " B=B,\n", + " label_B=class_ids,\n", + " cfg=cfg,\n", + " top_k=top_k,\n", + " top_p=top_p,\n", + " g_seed=seed,\n", + " more_smooth=True\n", + " )\n", + " \n", + " return generated_images" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "64eba504", + "metadata": {}, + "outputs": [], + "source": [ + "# Test generation\n", + "test_prompts = [\n", + " \"A smiling dog\",\n", + " \"A white flower\"\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "e20fc167", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Starting image generation...\n", + "Prompt: 'A smiling dog' -> ImageNet class: 207\n", + "Prompt: 'A white flower' -> ImageNet class: 985\n", + "Generating images...\n", + "Generation complete! Images saved to 'results/generated_images.png'\n" + ] + }, + { + "data": { + "image/jpeg": 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", 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", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "try:\n", + " print(\"Starting image generation...\")\n", + " generated_images = generate_images_from_text(\n", + " prompts=test_prompts,\n", + " cfg=5.0,\n", + " seed=42\n", + " )\n", + " \n", + " # Create and save image grid\n", + " grid = torchvision.utils.make_grid(generated_images, nrow=3, padding=10, normalize=True)\n", + " pil_image = torchvision.transforms.ToPILImage()(grid)\n", + " \n", + " # Save results\n", + " os.makedirs(\"results\", exist_ok=True)\n", + " pil_image.save(\"results/generated_images.png\")\n", + " \n", + " print(\"Generation complete! Images saved to 'results/generated_images.png'\")\n", + " \n", + " # Display if in notebook environment\n", + " try:\n", + " from IPython.display import display\n", + " display(pil_image)\n", + " except:\n", + " pil_image.show()\n", + " \n", + "except Exception as e:\n", + " print(f\"Generation error: {e}\")\n", + " import traceback\n", + " traceback.print_exc()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "varenv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.0" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}