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cifar100-resnet50

Image Classification
timm
PyTorch
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cifar100-resnet50
File size: 2,593 Bytes 
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{
  "architecture": "resnet50",
  "num_classes": 100,
  "num_features": 2048,
  "label_names": {
    "apple": 0,
    "aquarium_fish": 1,
    "baby": 2,
    "bear": 3,
    "beaver": 4,
    "bed": 5,
    "bee": 6,
    "beetle": 7,
    "bicycle": 8,
    "bottle": 9,
    "bowl": 10,
    "boy": 11,
    "bridge": 12,
    "bus": 13,
    "butterfly": 14,
    "camel": 15,
    "can": 16,
    "castle": 17,
    "caterpillar": 18,
    "cattle": 19,
    "chair": 20,
    "chimpanzee": 21,
    "clock": 22,
    "cloud": 23,
    "cockroach": 24,
    "couch": 25,
    "crab": 26,
    "crocodile": 27,
    "cup": 28,
    "dinosaur": 29,
    "dolphin": 30,
    "elephant": 31,
    "flatfish": 32,
    "forest": 33,
    "fox": 34,
    "girl": 35,
    "hamster": 36,
    "house": 37,
    "kangaroo": 38,
    "keyboard": 39,
    "lamp": 40,
    "lawn_mower": 41,
    "leopard": 42,
    "lion": 43,
    "lizard": 44,
    "lobster": 45,
    "man": 46,
    "maple_tree": 47,
    "motorcycle": 48,
    "mountain": 49,
    "mouse": 50,
    "mushroom": 51,
    "oak_tree": 52,
    "orange": 53,
    "orchid": 54,
    "otter": 55,
    "palm_tree": 56,
    "pear": 57,
    "pickup_truck": 58,
    "pine_tree": 59,
    "plain": 60,
    "plate": 61,
    "poppy": 62,
    "porcupine": 63,
    "possum": 64,
    "rabbit": 65,
    "raccoon": 66,
    "ray": 67,
    "road": 68,
    "rocket": 69,
    "rose": 70,
    "sea": 71,
    "seal": 72,
    "shark": 73,
    "shrew": 74,
    "skunk": 75,
    "skyscraper": 76,
    "snail": 77,
    "snake": 78,
    "spider": 79,
    "squirrel": 80,
    "streetcar": 81,
    "sunflower": 82,
    "sweet_pepper": 83,
    "table": 84,
    "tank": 85,
    "telephone": 86,
    "television": 87,
    "tiger": 88,
    "tractor": 89,
    "train": 90,
    "trout": 91,
    "tulip": 92,
    "turtle": 93,
    "wardrobe": 94,
    "whale": 95,
    "willow_tree": 96,
    "wolf": 97,
    "woman": 98,
    "worm": 99
  },
  "pretrained_cfg": {
    "tag": "a1_in1k",
    "custom_load": false,
    "input_size": [
      3,
      224,
      224
    ],
    "test_input_size": [
      3,
      288,
      288
    ],
    "fixed_input_size": false,
    "interpolation": "bicubic",
    "crop_pct": 0.95,
    "test_crop_pct": 1.0,
    "crop_mode": "center",
    "mean": [
      0.485,
      0.456,
      0.406
    ],
    "std": [
      0.229,
      0.224,
      0.225
    ],
    "num_classes": 1000,
    "pool_size": [
      7,
      7
    ],
    "first_conv": "conv1",
    "classifier": "fc",
    "origin_url": "https://github.com/huggingface/pytorch-image-models",
    "paper_ids": "arXiv:2110.00476"
  }
}