| { | |
| "_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 | |
| } | |