{ "_name_or_path": "facebook/dinov2-large2024_01_16", "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_limestone", "6": "Algae_sodding", "7": "Dead_coral", "8": "Fish", "9": "Human_object", "10": "Living_coral", "11": "Millepore", "12": "No_acropore_branched", "13": "No_acropore_encrusting", "14": "No_acropore_foliaceous", "15": "No_acropore_massive", "16": "No_acropore_solitary", "17": "No_acropore_sub_massive", "18": "Rock", "19": "Sand", "20": "Scrap", "21": "Sea_cucumber", "22": "Sea_urchins", "23": "Sponge", "24": "Syringodium_isoetifolium", "25": "Thalassodendron_ciliatum", "26": "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_limestone": 5, "Algae_sodding": 6, "Dead_coral": 7, "Fish": 8, "Human_object": 9, "Living_coral": 10, "Millepore": 11, "No_acropore_branched": 12, "No_acropore_encrusting": 13, "No_acropore_foliaceous": 14, "No_acropore_massive": 15, "No_acropore_solitary": 16, "No_acropore_sub_massive": 17, "Rock": 18, "Sand": 19, "Scrap": 20, "Sea_cucumber": 21, "Sea_urchins": 22, "Sponge": 23, "Syringodium_isoetifolium": 24, "Thalassodendron_ciliatum": 25, "Useless": 26 }, "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 }