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{
"_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": "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,
"out_features": [
"stage12"
],
"out_indices": [
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": "4.46.2",
"use_swiglu_ffn": false
}
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