{ "_name_or_path": "facebook/dinov2-large", "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": "Rubble", "24": "Sand", "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, "Rubble": 23, "Sand": 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": "4.41.1", "use_swiglu_ffn": false }