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dino-base-2023_10_31-demo-v5

Image Classification
Transformers
PyTorch
dinov2
Generated from Trainer
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dino-base-2023_10_31-demo-v5
File size: 2,121 Bytes 
0935855
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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": "Acropore_branched",
    "1": "Acropore_digitised",
    "2": "Acropore_tabular",
    "3": "Algae_assembly",
    "4": "Algae_limestone",
    "5": "Algae_sodding",
    "6": "Dead_coral",
    "7": "Fish",
    "8": "Human_object",
    "9": "Living_coral",
    "10": "Millepore",
    "11": "No_acropore_encrusting",
    "12": "No_acropore_massive",
    "13": "No_acropore_sub_massive",
    "14": "Rock",
    "15": "Sand",
    "16": "Scrap",
    "17": "Sea_cucumber",
    "18": "Syringodium_isoetifolium",
    "19": "Thalassodendron_ciliatum",
    "20": "Useless"
  },
  "image_size": 518,
  "initializer_range": 0.02,
  "label2id": {
    "Acropore_branched": 0,
    "Acropore_digitised": 1,
    "Acropore_tabular": 2,
    "Algae_assembly": 3,
    "Algae_limestone": 4,
    "Algae_sodding": 5,
    "Dead_coral": 6,
    "Fish": 7,
    "Human_object": 8,
    "Living_coral": 9,
    "Millepore": 10,
    "No_acropore_encrusting": 11,
    "No_acropore_massive": 12,
    "No_acropore_sub_massive": 13,
    "Rock": 14,
    "Sand": 15,
    "Scrap": 16,
    "Sea_cucumber": 17,
    "Syringodium_isoetifolium": 18,
    "Thalassodendron_ciliatum": 19,
    "Useless": 20
  },
  "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": "multi_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": "4.34.1",
  "use_swiglu_ffn": false
}