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dinov2-base-DIN0-3

Image Classification
Transformers
Safetensors
dinov2
Inference Endpoints
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dinov2-base-DIN0-3
File size: 2,884 Bytes 
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{
  "_name_or_path": "facebook/dinov2-base",
  "apply_layernorm": true,
  "architectures": [
    "Dinov2ForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "drop_path_rate": 0.0,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "id2label": {
    "0": "aardvark",
    "1": "bird",
    "2": "black-and-white colobus",
    "3": "blue duiker",
    "4": "blue monkey",
    "5": "buffalo",
    "6": "bushbuck",
    "7": "bushpig",
    "8": "cattle",
    "9": "chimpanzee",
    "10": "civet_genet",
    "11": "dog",
    "12": "elephant",
    "13": "galago_potto",
    "14": "goat",
    "15": "golden cat",
    "16": "gorilla",
    "17": "grey duiker",
    "18": "grey-cheeked mangabey",
    "19": "guineafowl",
    "20": "honey badger",
    "21": "hyrax",
    "22": "leopard",
    "23": "lhoest monkey",
    "24": "mandrill",
    "25": "mongoose",
    "26": "monkey",
    "27": "olive baboon",
    "28": "otter",
    "29": "pangolin",
    "30": "porcupine",
    "31": "red colobus",
    "32": "red duiker",
    "33": "red-capped mangabey",
    "34": "rodent",
    "35": "serval",
    "36": "side-striped jackal",
    "37": "spotted hyena",
    "38": "squirel",
    "39": "vervet monkey",
    "40": "water chevrotain"
  },
  "image_size": 518,
  "initializer_range": 0.02,
  "label2id": {
    "aardvark": 0,
    "bird": 1,
    "black-and-white colobus": 2,
    "blue duiker": 3,
    "blue monkey": 4,
    "buffalo": 5,
    "bushbuck": 6,
    "bushpig": 7,
    "cattle": 8,
    "chimpanzee": 9,
    "civet_genet": 10,
    "dog": 11,
    "elephant": 12,
    "galago_potto": 13,
    "goat": 14,
    "golden cat": 15,
    "gorilla": 16,
    "grey duiker": 17,
    "grey-cheeked mangabey": 18,
    "guineafowl": 19,
    "honey badger": 20,
    "hyrax": 21,
    "leopard": 22,
    "lhoest monkey": 23,
    "mandrill": 24,
    "mongoose": 25,
    "monkey": 26,
    "olive baboon": 27,
    "otter": 28,
    "pangolin": 29,
    "porcupine": 30,
    "red colobus": 31,
    "red duiker": 32,
    "red-capped mangabey": 33,
    "rodent": 34,
    "serval": 35,
    "side-striped jackal": 36,
    "spotted hyena": 37,
    "squirel": 38,
    "vervet monkey": 39,
    "water chevrotain": 40
  },
  "layer_norm_eps": 1e-06,
  "layerscale_value": 1.0,
  "mlp_ratio": 4,
  "model_type": "dinov2",
  "num_attention_heads": 12,
  "num_channels": 3,
  "num_hidden_layers": 12,
  "out_features": [
    "stage12"
  ],
  "out_indices": [
    12
  ],
  "patch_size": 14,
  "problem_type": "single_label_classification",
  "qkv_bias": true,
  "reshape_hidden_states": true,
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4",
    "stage5",
    "stage6",
    "stage7",
    "stage8",
    "stage9",
    "stage10",
    "stage11",
    "stage12"
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.40.2",
  "use_swiglu_ffn": false
}