{ "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": "AIDS", "1": "Acanthosis Nigricans", "2": "Acne", "3": "Acne Keloidalis Nuchae", "4": "Actinic Cheilitis", "5": "Actinic Keratosis", "6": "Alopecia Areata", "7": "Amyloidosis", "8": "Angular Cheilitis", "9": "Atopic Dermatitis", "10": "Basal Cell Carcinoma", "11": "Bowen's disease", "12": "Bullous Pemphigoid", "13": "Candidiasis", "14": "Cellulitis", "15": "Chondrodermatitis Nodularis", "16": "Cutaneous T-cell lymphoma", "17": "Dermatitis", "18": "Dermatitis herpetiformis", "19": "Dermatofibroma", "20": "Drug-induced photosensitivity and Eruptions", "21": "Dyshidrosis Eczema", "22": "Eczema", "23": "Eczema Herpetiformis", "24": "Epidermolysis Bullosa", "25": "Fifth Disease", "26": "Flat Warts", "27": "Folliculitis", "28": "Furuncle", "29": "Genital Warts", "30": "Grover's disease", "31": "Hailey\u2013Hailey disease", "32": "Hand-Foot-and-Mouth Disease", "33": "Herpes Simplex 1 or 2", "34": "Herpes Zoster", "35": "Hidradenitis suppurativa", "36": "Ichthyosis", "37": "Impetigo", "38": "Kawasaki Syndrome", "39": "Keratoacanthom", "40": "Keratosis Follicularis", "41": "Larva Migrans", "42": "Lentigo", "43": "Lentigo Maligna", "44": "Leprosy Borderline", "45": "Leprosy Lepromatous", "46": "Leprosy Tuberculoid", "47": "Lichen Planus", "48": "Lichen Sclerosus", "49": "Lichen simplex chronicus", "50": "Lupus Erythematosus Chronicus Discoides", "51": "Melanoma", "52": "Molluscum contagiosum", "53": "Necrobiosis Lipoidica", "54": "Neurofibromatosis 1", "55": "Nevus", "56": "Nevus Sebaceous", "57": "Nummular Eczema", "58": "Onychomycosis", "59": "Papilomatosis Confluentes And Reticulate", "60": "Paronychia", "61": "Pediculosis Capitis", "62": "Perioral Dermatitis", "63": "Phototoxic Reaction", "64": "Pityriasis Rosea", "65": "Porokeratosis", "66": "Porokeratosis Actinic", "67": "Psoriasis", "68": "Rosacea", "69": "Scarlet fever", "70": "Scleroderma", "71": "Sebaceous Hyperplasia", "72": "Seborrheic Dermatitis", "73": "Seborrheic Keratosis", "74": "Squamous Cell Carcinoma", "75": "Stasis Dermatitis", "76": "Tinea Capitis", "77": "Tinea Corporis", "78": "Tinea Cruris", "79": "Tinea Faciei", "80": "Tinea Incognita", "81": "Tinea Manuum", "82": "Tinea Nigra", "83": "Tinea Pedis", "84": "Tinea Versicolor", "85": "Tuberous Sclerosis", "86": "Tungiasis", "87": "Varicella", "88": "Vasculitis", "89": "Vitiligo", "90": "pigmented benign keratosis" }, "image_size": 518, "initializer_range": 0.02, "label2id": { "AIDS": 0, "Acanthosis Nigricans": 1, "Acne": 2, "Acne Keloidalis Nuchae": 3, "Actinic Cheilitis": 4, "Actinic Keratosis": 5, "Alopecia Areata": 6, "Amyloidosis": 7, "Angular Cheilitis": 8, "Atopic Dermatitis": 9, "Basal Cell Carcinoma": 10, "Bowen's disease": 11, "Bullous Pemphigoid": 12, "Candidiasis": 13, "Cellulitis": 14, 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Lipoidica": 53, "Neurofibromatosis 1": 54, "Nevus": 55, "Nevus Sebaceous": 56, "Nummular Eczema": 57, "Onychomycosis": 58, "Papilomatosis Confluentes And Reticulate": 59, "Paronychia": 60, "Pediculosis Capitis": 61, "Perioral Dermatitis": 62, "Phototoxic Reaction": 63, "Pityriasis Rosea": 64, "Porokeratosis": 65, "Porokeratosis Actinic": 66, "Psoriasis": 67, "Rosacea": 68, "Scarlet fever": 69, "Scleroderma": 70, "Sebaceous Hyperplasia": 71, "Seborrheic Dermatitis": 72, "Seborrheic Keratosis": 73, "Squamous Cell Carcinoma": 74, "Stasis Dermatitis": 75, "Tinea Capitis": 76, "Tinea Corporis": 77, "Tinea Cruris": 78, "Tinea Faciei": 79, "Tinea Incognita": 80, "Tinea Manuum": 81, "Tinea Nigra": 82, "Tinea Pedis": 83, "Tinea Versicolor": 84, "Tuberous Sclerosis": 85, "Tungiasis": 86, "Varicella": 87, "Vasculitis": 88, "Vitiligo": 89, "pigmented benign keratosis": 90 }, "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": "4.50.3", "use_mask_token": true, "use_swiglu_ffn": false }