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Image Classification
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File size: 5,033 Bytes
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{
  "_name_or_path": "google/vit-base-patch16-224",
  "architectures": [
    "ViTForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "encoder_stride": 16,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "id2label": {
    "0": "Faces",
    "1": "Faces_easy",
    "10": "beaver",
    "100": "yin_yang",
    "11": "binocular",
    "12": "bonsai",
    "13": "brain",
    "14": "brontosaurus",
    "15": "buddha",
    "16": "butterfly",
    "17": "camera",
    "18": "cannon",
    "19": "car_side",
    "2": "Leopards",
    "20": "ceiling_fan",
    "21": "cellphone",
    "22": "chair",
    "23": "chandelier",
    "24": "cougar_body",
    "25": "cougar_face",
    "26": "crab",
    "27": "crayfish",
    "28": "crocodile",
    "29": "crocodile_head",
    "3": "Motorbikes",
    "30": "cup",
    "31": "dalmatian",
    "32": "dollar_bill",
    "33": "dolphin",
    "34": "dragonfly",
    "35": "electric_guitar",
    "36": "elephant",
    "37": "emu",
    "38": "euphonium",
    "39": "ewer",
    "4": "accordion",
    "40": "ferry",
    "41": "flamingo",
    "42": "flamingo_head",
    "43": "garfield",
    "44": "gerenuk",
    "45": "gramophone",
    "46": "grand_piano",
    "47": "hawksbill",
    "48": "headphone",
    "49": "hedgehog",
    "5": "airplanes",
    "50": "helicopter",
    "51": "ibis",
    "52": "inline_skate",
    "53": "joshua_tree",
    "54": "kangaroo",
    "55": "ketch",
    "56": "lamp",
    "57": "laptop",
    "58": "llama",
    "59": "lobster",
    "6": "anchor",
    "60": "lotus",
    "61": "mandolin",
    "62": "mayfly",
    "63": "menorah",
    "64": "metronome",
    "65": "minaret",
    "66": "nautilus",
    "67": "octopus",
    "68": "okapi",
    "69": "pagoda",
    "7": "ant",
    "70": "panda",
    "71": "pigeon",
    "72": "pizza",
    "73": "platypus",
    "74": "pyramid",
    "75": "revolver",
    "76": "rhino",
    "77": "rooster",
    "78": "saxophone",
    "79": "schooner",
    "8": "barrel",
    "80": "scissors",
    "81": "scorpion",
    "82": "sea_horse",
    "83": "snoopy",
    "84": "soccer_ball",
    "85": "stapler",
    "86": "starfish",
    "87": "stegosaurus",
    "88": "stop_sign",
    "89": "strawberry",
    "9": "bass",
    "90": "sunflower",
    "91": "tick",
    "92": "trilobite",
    "93": "umbrella",
    "94": "watch",
    "95": "water_lilly",
    "96": "wheelchair",
    "97": "wild_cat",
    "98": "windsor_chair",
    "99": "wrench"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "Faces": "0",
    "Faces_easy": "1",
    "Leopards": "2",
    "Motorbikes": "3",
    "accordion": "4",
    "airplanes": "5",
    "anchor": "6",
    "ant": "7",
    "barrel": "8",
    "bass": "9",
    "beaver": "10",
    "binocular": "11",
    "bonsai": "12",
    "brain": "13",
    "brontosaurus": "14",
    "buddha": "15",
    "butterfly": "16",
    "camera": "17",
    "cannon": "18",
    "car_side": "19",
    "ceiling_fan": "20",
    "cellphone": "21",
    "chair": "22",
    "chandelier": "23",
    "cougar_body": "24",
    "cougar_face": "25",
    "crab": "26",
    "crayfish": "27",
    "crocodile": "28",
    "crocodile_head": "29",
    "cup": "30",
    "dalmatian": "31",
    "dollar_bill": "32",
    "dolphin": "33",
    "dragonfly": "34",
    "electric_guitar": "35",
    "elephant": "36",
    "emu": "37",
    "euphonium": "38",
    "ewer": "39",
    "ferry": "40",
    "flamingo": "41",
    "flamingo_head": "42",
    "garfield": "43",
    "gerenuk": "44",
    "gramophone": "45",
    "grand_piano": "46",
    "hawksbill": "47",
    "headphone": "48",
    "hedgehog": "49",
    "helicopter": "50",
    "ibis": "51",
    "inline_skate": "52",
    "joshua_tree": "53",
    "kangaroo": "54",
    "ketch": "55",
    "lamp": "56",
    "laptop": "57",
    "llama": "58",
    "lobster": "59",
    "lotus": "60",
    "mandolin": "61",
    "mayfly": "62",
    "menorah": "63",
    "metronome": "64",
    "minaret": "65",
    "nautilus": "66",
    "octopus": "67",
    "okapi": "68",
    "pagoda": "69",
    "panda": "70",
    "pigeon": "71",
    "pizza": "72",
    "platypus": "73",
    "pyramid": "74",
    "revolver": "75",
    "rhino": "76",
    "rooster": "77",
    "saxophone": "78",
    "schooner": "79",
    "scissors": "80",
    "scorpion": "81",
    "sea_horse": "82",
    "snoopy": "83",
    "soccer_ball": "84",
    "stapler": "85",
    "starfish": "86",
    "stegosaurus": "87",
    "stop_sign": "88",
    "strawberry": "89",
    "sunflower": "90",
    "tick": "91",
    "trilobite": "92",
    "umbrella": "93",
    "watch": "94",
    "water_lilly": "95",
    "wheelchair": "96",
    "wild_cat": "97",
    "windsor_chair": "98",
    "wrench": "99",
    "yin_yang": "100"
  },
  "layer_norm_eps": 1e-12,
  "model_type": "vit",
  "num_attention_heads": 12,
  "num_channels": 3,
  "num_hidden_layers": 12,
  "patch_size": 16,
  "problem_type": "single_label_classification",
  "qkv_bias": true,
  "torch_dtype": "float32",
  "transformers_version": "4.35.0"
}