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dinov2-base-MEG-2

Image Classification
Transformers
Safetensors
dinov2
Inference Endpoints
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dinov2-base-MEG-2
File size: 2,536 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": "buffalo",
    "5": "bushbuck",
    "6": "bushpig",
    "7": "cattle",
    "8": "chimpanzee",
    "9": "civet_genet",
    "10": "dog_jackal",
    "11": "elephant",
    "12": "galago_potto",
    "13": "goat",
    "14": "golden cat",
    "15": "gorilla",
    "16": "guineafowl",
    "17": "honey badger",
    "18": "leopard",
    "19": "mandrill",
    "20": "mongoose",
    "21": "monkey",
    "22": "olive baboon",
    "23": "pangolin",
    "24": "porcupine",
    "25": "red colobus_red-capped mangabey",
    "26": "red duiker",
    "27": "rodent",
    "28": "serval",
    "29": "spotted hyena",
    "30": "squirel",
    "31": "water chevrotain",
    "32": "yellow-backed duiker"
  },
  "image_size": 518,
  "initializer_range": 0.02,
  "label2id": {
    "aardvark": 0,
    "bird": 1,
    "black-and-white colobus": 2,
    "blue duiker": 3,
    "buffalo": 4,
    "bushbuck": 5,
    "bushpig": 6,
    "cattle": 7,
    "chimpanzee": 8,
    "civet_genet": 9,
    "dog_jackal": 10,
    "elephant": 11,
    "galago_potto": 12,
    "goat": 13,
    "golden cat": 14,
    "gorilla": 15,
    "guineafowl": 16,
    "honey badger": 17,
    "leopard": 18,
    "mandrill": 19,
    "mongoose": 20,
    "monkey": 21,
    "olive baboon": 22,
    "pangolin": 23,
    "porcupine": 24,
    "red colobus_red-capped mangabey": 25,
    "red duiker": 26,
    "rodent": 27,
    "serval": 28,
    "spotted hyena": 29,
    "squirel": 30,
    "water chevrotain": 31,
    "yellow-backed duiker": 32
  },
  "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
}