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final_model/config.json
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{
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"_name_or_path": "google/vit-base-patch16-224-in21k",
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"architectures": [
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"ViTForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"encoder_stride": 16,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "Acne and Rosacea Photos",
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"1": "Actinic Keratosis Basal Cell Carcinoma and other Malignant Lesions",
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"2": "Atopic Dermatitis Photos",
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"3": "Bullous Disease Photos",
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"4": "Cellulitis Impetigo and other Bacterial Infections",
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"5": "Eczema Photos",
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"6": "Exanthems and Drug Eruptions",
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"7": "Hair Loss Photos Alopecia and other Hair Diseases",
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"8": "Herpes HPV and other STDs Photos",
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"9": "Light Diseases and Disorders of Pigmentation",
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"10": "Lupus and other Connective Tissue diseases",
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"11": "Melanoma Skin Cancer Nevi and Moles",
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"12": "Nail Fungus and other Nail Disease",
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"13": "Poison Ivy Photos and other Contact Dermatitis",
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"14": "Psoriasis pictures Lichen Planus and related diseases",
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"15": "Scabies Lyme Disease and other Infestations and Bites",
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"16": "Seborrheic Keratoses and other Benign Tumors",
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"17": "Systemic Disease",
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"18": "Tinea Ringworm Candidiasis and other Fungal Infections",
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"19": "Urticaria Hives",
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"20": "Vascular Tumors",
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"21": "Vasculitis Photos",
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"22": "Warts Molluscum and other Viral Infections"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"Acne and Rosacea Photos": 0,
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"Actinic Keratosis Basal Cell Carcinoma and other Malignant Lesions": 1,
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"Atopic Dermatitis Photos": 2,
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"Bullous Disease Photos": 3,
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"Cellulitis Impetigo and other Bacterial Infections": 4,
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"Eczema Photos": 5,
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"Exanthems and Drug Eruptions": 6,
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"Hair Loss Photos Alopecia and other Hair Diseases": 7,
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"Herpes HPV and other STDs Photos": 8,
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"Light Diseases and Disorders of Pigmentation": 9,
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"Lupus and other Connective Tissue diseases": 10,
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"Melanoma Skin Cancer Nevi and Moles": 11,
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"Nail Fungus and other Nail Disease": 12,
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"Poison Ivy Photos and other Contact Dermatitis": 13,
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"Psoriasis pictures Lichen Planus and related diseases": 14,
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"Scabies Lyme Disease and other Infestations and Bites": 15,
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"Seborrheic Keratoses and other Benign Tumors": 16,
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"Systemic Disease": 17,
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"Tinea Ringworm Candidiasis and other Fungal Infections": 18,
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"Urticaria Hives": 19,
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"Vascular Tumors": 20,
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"Vasculitis Photos": 21,
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"Warts Molluscum and other Viral Infections": 22
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"patch_size": 16,
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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.49.0"
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}
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final_model/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:5bd7406941b26fdd10fe339dc76fef172a5c4e0c44c7fcf0d3f03166b0af280a
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size 343288572
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final_model/preprocessor_config.json
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{
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"do_convert_rgb": null,
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.5,
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0.5,
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0.5
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],
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"image_processor_type": "ViTImageProcessor",
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"image_std": [
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0.5,
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0.5,
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0.5
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],
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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 224,
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"width": 224
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}
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}
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final_model/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:70e2b0c3c4325c6b720d446d2b3dca9bc2e02592e21ffb96e02802f504a0c9c5
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size 5713
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