|
{ |
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"_name_or_path": "google/vit-base-patch16-224-in21k", |
|
"architectures": [ |
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"ViTForImageClassification" |
|
], |
|
"attention_probs_dropout_prob": 0.0, |
|
"encoder_stride": 16, |
|
"hidden_act": "gelu", |
|
"hidden_dropout_prob": 0.0, |
|
"hidden_size": 768, |
|
"id2label": { |
|
"0": "Acne and Rosacea Photos", |
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"1": "Actinic Keratosis Basal Cell Carcinoma and other Malignant Lesions", |
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"10": "Lupus and other Connective Tissue diseases", |
|
"11": "Nail Fungus and other Nail Disease", |
|
"12": "Poison Ivy Photos and other Contact Dermatitis", |
|
"13": "Psoriasis pictures Lichen Planus and related diseases", |
|
"14": "Scabies Lyme Disease and other Infestations and Bites", |
|
"15": "Seborrheic Keratoses and other Benign Tumors", |
|
"16": "Systemic Disease", |
|
"17": "Tinea Ringworm Candidiasis and other Fungal Infections", |
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"18": "Urticaria Hives", |
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"19": "Vasculitis Photos", |
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"2": "Atopic Dermatitis Photos", |
|
"20": "Warts Molluscum and other Viral Infections", |
|
"3": "Bullous Disease Photos", |
|
"4": "Cellulitis Impetigo and other Bacterial Infections", |
|
"5": "Eczema Photos", |
|
"6": "Exanthems and Drug Eruptions", |
|
"7": "Hair Loss Photos Alopecia and other Hair Diseases", |
|
"8": "Herpes HPV and other STDs Photos", |
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"9": "Light Diseases and Disorders of Pigmentation" |
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}, |
|
"image_size": 224, |
|
"initializer_range": 0.02, |
|
"intermediate_size": 3072, |
|
"label2id": { |
|
"Acne and Rosacea Photos": "0", |
|
"Actinic Keratosis Basal Cell Carcinoma and other Malignant Lesions": "1", |
|
"Atopic Dermatitis Photos": "2", |
|
"Bullous Disease Photos": "3", |
|
"Cellulitis Impetigo and other Bacterial Infections": "4", |
|
"Eczema Photos": "5", |
|
"Exanthems and Drug Eruptions": "6", |
|
"Hair Loss Photos Alopecia and other Hair Diseases": "7", |
|
"Herpes HPV and other STDs Photos": "8", |
|
"Light Diseases and Disorders of Pigmentation": "9", |
|
"Lupus and other Connective Tissue diseases": "10", |
|
"Nail Fungus and other Nail Disease": "11", |
|
"Poison Ivy Photos and other Contact Dermatitis": "12", |
|
"Psoriasis pictures Lichen Planus and related diseases": "13", |
|
"Scabies Lyme Disease and other Infestations and Bites": "14", |
|
"Seborrheic Keratoses and other Benign Tumors": "15", |
|
"Systemic Disease": "16", |
|
"Tinea Ringworm Candidiasis and other Fungal Infections": "17", |
|
"Urticaria Hives": "18", |
|
"Vasculitis Photos": "19", |
|
"Warts Molluscum and other Viral Infections": "20" |
|
}, |
|
"layer_norm_eps": 1e-12, |
|
"model_type": "vit", |
|
"num_attention_heads": 12, |
|
"num_channels": 3, |
|
"num_hidden_layers": 12, |
|
"patch_size": 16, |
|
"problem_type": "single_label_classification", |
|
"qkv_bias": true, |
|
"torch_dtype": "float32", |
|
"transformers_version": "4.30.2" |
|
} |
|
|