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{
"_name_or_path": "facebook/dinov2-large2024_04_07",
"apply_layernorm": true,
"architectures": [
"NewheadDinov2ForImageClassification"
],
"attention_probs_dropout_prob": 0.0,
"drop_path_rate": 0.0,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.0,
"hidden_size": 1024,
"id2label": {
"0": "Acropore_branched",
"1": "Acropore_digitised",
"2": "Acropore_sub_massive",
"3": "Acropore_tabular",
"4": "Algae_assembly",
"5": "Algae_drawn_up",
"6": "Algae_limestone",
"7": "Algae_sodding",
"8": "Atra/Leucospilota",
"9": "Bleached_coral",
"10": "Blurred",
"11": "Dead_coral",
"12": "Fish",
"13": "Homo_sapiens",
"14": "Human_object",
"15": "Living_coral",
"16": "Millepore",
"17": "No_acropore_encrusting",
"18": "No_acropore_foliaceous",
"19": "No_acropore_massive",
"20": "No_acropore_solitary",
"21": "No_acropore_sub_massive",
"22": "Rock",
"23": "Sand",
"24": "Scrap",
"25": "Sea_cucumber",
"26": "Sea_urchins",
"27": "Sponge",
"28": "Syringodium_isoetifolium",
"29": "Thalassodendron_ciliatum",
"30": "Useless"
},
"image_size": 518,
"initializer_range": 0.02,
"label2id": {
"Acropore_branched": 0,
"Acropore_digitised": 1,
"Acropore_sub_massive": 2,
"Acropore_tabular": 3,
"Algae_assembly": 4,
"Algae_drawn_up": 5,
"Algae_limestone": 6,
"Algae_sodding": 7,
"Atra/Leucospilota": 8,
"Bleached_coral": 9,
"Blurred": 10,
"Dead_coral": 11,
"Fish": 12,
"Homo_sapiens": 13,
"Human_object": 14,
"Living_coral": 15,
"Millepore": 16,
"No_acropore_encrusting": 17,
"No_acropore_foliaceous": 18,
"No_acropore_massive": 19,
"No_acropore_solitary": 20,
"No_acropore_sub_massive": 21,
"Rock": 22,
"Sand": 23,
"Scrap": 24,
"Sea_cucumber": 25,
"Sea_urchins": 26,
"Sponge": 27,
"Syringodium_isoetifolium": 28,
"Thalassodendron_ciliatum": 29,
"Useless": 30
},
"layer_norm_eps": 1e-06,
"layerscale_value": 1.0,
"mlp_ratio": 4,
"model_type": "dinov2",
"num_attention_heads": 16,
"num_channels": 3,
"num_hidden_layers": 24,
"out_features": [
"stage24"
],
"out_indices": [
24
],
"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",
"stage13",
"stage14",
"stage15",
"stage16",
"stage17",
"stage18",
"stage19",
"stage20",
"stage21",
"stage22",
"stage23",
"stage24"
],
"torch_dtype": "float32",
"transformers_version": "4.36.2",
"use_swiglu_ffn": false
}
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