| { | |
| "_name_or_path": "facebook/dinov2-base", | |
| "_out_features": [ | |
| "stage12" | |
| ], | |
| "_out_indices": [ | |
| 12 | |
| ], | |
| "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": "Basal Cell Carcinoma", | |
| "1": "Darier_s Disease", | |
| "2": "Epidermolysis Bullosa Pruriginosa", | |
| "3": "Hailey-Hailey Disease", | |
| "4": "Herpes Simplex", | |
| "5": "Impetigo", | |
| "6": "Larva Migrans", | |
| "7": "Leprosy Borderline", | |
| "8": "Leprosy Lepromatous", | |
| "9": "Leprosy Tuberculoid", | |
| "10": "Lichen Planus", | |
| "11": "Lupus Erythematosus Chronicus Discoides", | |
| "12": "Melanoma", | |
| "13": "Molluscum Contagiosum", | |
| "14": "Mycosis Fungoides", | |
| "15": "Neurofibromatosis", | |
| "16": "Papilomatosis Confluentes And Reticulate", | |
| "17": "Pediculosis Capitis", | |
| "18": "Pityriasis Rosea", | |
| "19": "Porokeratosis Actinic", | |
| "20": "Psoriasis", | |
| "21": "Tinea Corporis", | |
| "22": "Tinea Nigra", | |
| "23": "Tungiasis", | |
| "24": "actinic keratosis", | |
| "25": "dermatofibroma", | |
| "26": "nevus", | |
| "27": "pigmented benign keratosis", | |
| "28": "seborrheic keratosis", | |
| "29": "squamous cell carcinoma", | |
| "30": "vascular lesion" | |
| }, | |
| "image_size": 518, | |
| "initializer_range": 0.02, | |
| "label2id": { | |
| "Basal Cell Carcinoma": 0, | |
| "Darier_s Disease": 1, | |
| "Epidermolysis Bullosa Pruriginosa": 2, | |
| "Hailey-Hailey Disease": 3, | |
| "Herpes Simplex": 4, | |
| "Impetigo": 5, | |
| "Larva Migrans": 6, | |
| "Leprosy Borderline": 7, | |
| "Leprosy Lepromatous": 8, | |
| "Leprosy Tuberculoid": 9, | |
| "Lichen Planus": 10, | |
| "Lupus Erythematosus Chronicus Discoides": 11, | |
| "Melanoma": 12, | |
| "Molluscum Contagiosum": 13, | |
| "Mycosis Fungoides": 14, | |
| "Neurofibromatosis": 15, | |
| "Papilomatosis Confluentes And Reticulate": 16, | |
| "Pediculosis Capitis": 17, | |
| "Pityriasis Rosea": 18, | |
| "Porokeratosis Actinic": 19, | |
| "Psoriasis": 20, | |
| "Tinea Corporis": 21, | |
| "Tinea Nigra": 22, | |
| "Tungiasis": 23, | |
| "actinic keratosis": 24, | |
| "dermatofibroma": 25, | |
| "nevus": 26, | |
| "pigmented benign keratosis": 27, | |
| "seborrheic keratosis": 28, | |
| "squamous cell carcinoma": 29, | |
| "vascular lesion": 30 | |
| }, | |
| "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, | |
| "patch_size": 14, | |
| "problem_type": "single_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": "4.33.2", | |
| "use_swiglu_ffn": false | |
| } | |