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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+training_history.png filter=lfs diff=lfs merge=lfs -text

class_mapping.json

@@ -0,0 +1,561 @@
+{
+  "class_to_idx": {
+    "acanthosis-nigricans": 0,
+    "acne": 1,
+    "acne-and-rosacea": 2,
+    "acral-lentiginous-melanoma": 3,
+    "acrodermatitis-enteropathica": 4,
+    "actinic-keratosis": 5,
+    "actinic-keratosis-basal-cell-carcinoma-and-other-malignant-lesions": 6,
+    "alopecia-areata": 7,
+    "alopecia-totalis": 8,
+    "androgenetic-alopecia": 9,
+    "aplasia-cutis": 10,
+    "arsenicosis": 11,
+    "atopic-dermatitis": 12,
+    "basal-cell-carcinoma": 13,
+    "becker-nevus": 14,
+    "behcets-disease": 15,
+    "benign-keratosis-like-lesions-bkl": 16,
+    "benign-tumors": 17,
+    "bowens": 18,
+    "bullous-disease": 19,
+    "calcinosis-cutis": 20,
+    "candidiasis": 21,
+    "cellulitis": 22,
+    "cellulitis-impetigo": 23,
+    "cellulitis-impetigo-and-other-bacterial-infections": 24,
+    "cheilitis": 25,
+    "chickenpox": 26,
+    "chromoblastomycosis": 27,
+    "cutaneous-larva-migrans": 28,
+    "dariers-disease": 29,
+    "dermatofibroma": 30,
+    "dermatomyositis": 31,
+    "discoid-lupus-erythematosus": 32,
+    "drug-eruptions": 33,
+    "dyshidrotic-eczema": 34,
+    "ecthyma": 35,
+    "eczema": 36,
+    "ehlers-danlos-syndrome": 37,
+    "enfeksiyonel": 38,
+    "epidermal-nevus": 39,
+    "epidermolysis-bullosa": 40,
+    "epidermolysis-bullosa-pruriginosa": 41,
+    "epidermolytic-hyperkeratosis": 42,
+    "erythema-annulare-centrifigum": 43,
+    "erythema-elevatum-diutinum": 44,
+    "erythema-multiforme": 45,
+    "erythema-nodosum": 46,
+    "exanthems-and-drug-eruptions": 47,
+    "factitial-dermatitis": 48,
+    "fixed-eruptions": 49,
+    "folliculitis": 50,
+    "fordyce-spots": 51,
+    "granuloma-annulare": 52,
+    "granulomatous-diseases": 53,
+    "hailey-hailey-disease": 54,
+    "hair-loss-alopecia": 55,
+    "hair-loss-photos-alopecia-and-other-hair-diseases": 56,
+    "halo-nevus": 57,
+    "hemangioma": 58,
+    "herpes": 59,
+    "herpes-hpv-and-other-stds": 60,
+    "herpes-simplex": 61,
+    "herpes-zoster": 62,
+    "hidradenitis": 63,
+    "hypertrophic-lichen-planus": 64,
+    "ichthyosis": 65,
+    "impetigo-contagiosa": 66,
+    "incontinentia-pigmenti": 67,
+    "infectious-erythema": 68,
+    "infestations-and-bites": 69,
+    "juvenile-xanthogranuloma": 70,
+    "kaposi-sarcoma": 71,
+    "keloid": 72,
+    "keratoderma": 73,
+    "keratosis-pilaris": 74,
+    "langerhans-cell-histiocytosis": 75,
+    "lentigo-maligna": 76,
+    "leprosy": 77,
+    "lichen-amyloidosis": 78,
+    "lichen-planus": 79,
+    "lichen-simplex": 80,
+    "light-diseases-and-disorders-of-pigmentation": 81,
+    "linear-scleroderma": 82,
+    "livedo-reticularis": 83,
+    "lupus": 84,
+    "lupus-and-other-connective-tissue-diseases": 85,
+    "lupus-vulgaris": 86,
+    "lymphangioma": 87,
+    "malignant-acanthosis-nigricans": 88,
+    "malignant-lesions": 89,
+    "malignant-melanoma": 90,
+    "measles": 91,
+    "melanoacanthoma": 92,
+    "melanocytic-nevi-nv": 93,
+    "melanoma": 94,
+    "melanoma-skin-cancer-nevi-and-moles": 95,
+    "milia": 96,
+    "moles": 97,
+    "molluscum-contagiosum": 98,
+    "monkeypox": 99,
+    "mucinosis": 100,
+    "mucous-cyst": 101,
+    "mycosis-fungoides": 102,
+    "nail-fungus": 103,
+    "nail-fungus-and-other-nail-disease": 104,
+    "necrobiosis-lipoidica": 105,
+    "neurodermatitis": 106,
+    "neurofibromatosis": 107,
+    "neurotic-excoriations": 108,
+    "neutrophilic-dermatoses": 109,
+    "nevus": 110,
+    "nevus-of-ota": 111,
+    "nevus-sebaceus": 112,
+    "nevus-spilus": 113,
+    "normal-skin": 114,
+    "oral-lichen-planus": 115,
+    "pagets": 116,
+    "papilomatosis-confluentes-and-reticulate": 117,
+    "pediculosis-capitis": 118,
+    "pemphigus-vulgaris": 119,
+    "perioral-dermatitis": 120,
+    "photodermatoses": 121,
+    "pilar-cyst": 122,
+    "pilomatricoma": 123,
+    "pityriasis-lichenoides-chronica": 124,
+    "pityriasis-rosea": 125,
+    "pityriasis-rubra-pilaris": 126,
+    "pityriasis-versicolor": 127,
+    "poison-ivy-photos-and-other-contact-dermatitis": 128,
+    "porokeratosis-actinic": 129,
+    "porphyria": 130,
+    "port-wine-stain": 131,
+    "prurigo-nodularis": 132,
+    "psoriasis": 133,
+    "psoriasis-pictures-lichen-planus-and-related-diseases": 134,
+    "pyogenic-granuloma": 135,
+    "rhinophyma": 136,
+    "ringworm": 137,
+    "rosacea": 138,
+    "sarcoidosis": 139,
+    "scabies": 140,
+    "scabies-lyme-disease-and-other-infestations-and-bites": 141,
+    "scleroderma": 142,
+    "scleromyxedema": 143,
+    "seborrheic-dermatitis": 144,
+    "seborrheic-keratoses": 145,
+    "seborrheic-keratoses-and-other-benign-tumors": 146,
+    "seborrheic-keratosis": 147,
+    "skin-allergy": 148,
+    "skin-cancer": 149,
+    "skin-warts": 150,
+    "solar-lentigo": 151,
+    "solitary-mastocytosis": 152,
+    "squamous-cell-carcinoma": 153,
+    "stasis-edema": 154,
+    "stevens-johnson-syndrome": 155,
+    "striae-distensae": 156,
+    "sun-damage": 157,
+    "syringoma": 158,
+    "systemic-disease": 159,
+    "systemic-lupus-erythematosus": 160,
+    "telangiectases": 161,
+    "tinea": 162,
+    "tinea-barbae": 163,
+    "tinea-corporis": 164,
+    "tinea-faciei": 165,
+    "tinea-nigra": 166,
+    "tinea-pedis": 167,
+    "tinea-ringworm-candidiasis-and-other-fungal-infections": 168,
+    "tinea-versicolor": 169,
+    "trichoepithelioma": 170,
+    "tuberculosis-verrucosa-cutis": 171,
+    "tuberous-sclerosis": 172,
+    "tungiasis": 173,
+    "urticaria-hives": 174,
+    "varicella": 175,
+    "vascular-tumors": 176,
+    "vasculitis": 177,
+    "verruca": 178,
+    "vitiligo": 179,
+    "warts": 180,
+    "warts-molluscum-and-other-viral-infections": 181,
+    "xanthomas": 182,
+    "xeroderma-pigmentosum": 183
+  },
+  "idx_to_class": {
+    "0": "acanthosis-nigricans",
+    "1": "acne",
+    "2": "acne-and-rosacea",
+    "3": "acral-lentiginous-melanoma",
+    "4": "acrodermatitis-enteropathica",
+    "5": "actinic-keratosis",
+    "6": "actinic-keratosis-basal-cell-carcinoma-and-other-malignant-lesions",
+    "7": "alopecia-areata",
+    "8": "alopecia-totalis",
+    "9": "androgenetic-alopecia",
+    "10": "aplasia-cutis",
+    "11": "arsenicosis",
+    "12": "atopic-dermatitis",
+    "13": "basal-cell-carcinoma",
+    "14": "becker-nevus",
+    "15": "behcets-disease",
+    "16": "benign-keratosis-like-lesions-bkl",
+    "17": "benign-tumors",
+    "18": "bowens",
+    "19": "bullous-disease",
+    "20": "calcinosis-cutis",
+    "21": "candidiasis",
+    "22": "cellulitis",
+    "23": "cellulitis-impetigo",
+    "24": "cellulitis-impetigo-and-other-bacterial-infections",
+    "25": "cheilitis",
+    "26": "chickenpox",
+    "27": "chromoblastomycosis",
+    "28": "cutaneous-larva-migrans",
+    "29": "dariers-disease",
+    "30": "dermatofibroma",
+    "31": "dermatomyositis",
+    "32": "discoid-lupus-erythematosus",
+    "33": "drug-eruptions",
+    "34": "dyshidrotic-eczema",
+    "35": "ecthyma",
+    "36": "eczema",
+    "37": "ehlers-danlos-syndrome",
+    "38": "enfeksiyonel",
+    "39": "epidermal-nevus",
+    "40": "epidermolysis-bullosa",
+    "41": "epidermolysis-bullosa-pruriginosa",
+    "42": "epidermolytic-hyperkeratosis",
+    "43": "erythema-annulare-centrifigum",
+    "44": "erythema-elevatum-diutinum",
+    "45": "erythema-multiforme",
+    "46": "erythema-nodosum",
+    "47": "exanthems-and-drug-eruptions",
+    "48": "factitial-dermatitis",
+    "49": "fixed-eruptions",
+    "50": "folliculitis",
+    "51": "fordyce-spots",
+    "52": "granuloma-annulare",
+    "53": "granulomatous-diseases",
+    "54": "hailey-hailey-disease",
+    "55": "hair-loss-alopecia",
+    "56": "hair-loss-photos-alopecia-and-other-hair-diseases",
+    "57": "halo-nevus",
+    "58": "hemangioma",
+    "59": "herpes",
+    "60": "herpes-hpv-and-other-stds",
+    "61": "herpes-simplex",
+    "62": "herpes-zoster",
+    "63": "hidradenitis",
+    "64": "hypertrophic-lichen-planus",
+    "65": "ichthyosis",
+    "66": "impetigo-contagiosa",
+    "67": "incontinentia-pigmenti",
+    "68": "infectious-erythema",
+    "69": "infestations-and-bites",
+    "70": "juvenile-xanthogranuloma",
+    "71": "kaposi-sarcoma",
+    "72": "keloid",
+    "73": "keratoderma",
+    "74": "keratosis-pilaris",
+    "75": "langerhans-cell-histiocytosis",
+    "76": "lentigo-maligna",
+    "77": "leprosy",
+    "78": "lichen-amyloidosis",
+    "79": "lichen-planus",
+    "80": "lichen-simplex",
+    "81": "light-diseases-and-disorders-of-pigmentation",
+    "82": "linear-scleroderma",
+    "83": "livedo-reticularis",
+    "84": "lupus",
+    "85": "lupus-and-other-connective-tissue-diseases",
+    "86": "lupus-vulgaris",
+    "87": "lymphangioma",
+    "88": "malignant-acanthosis-nigricans",
+    "89": "malignant-lesions",
+    "90": "malignant-melanoma",
+    "91": "measles",
+    "92": "melanoacanthoma",
+    "93": "melanocytic-nevi-nv",
+    "94": "melanoma",
+    "95": "melanoma-skin-cancer-nevi-and-moles",
+    "96": "milia",
+    "97": "moles",
+    "98": "molluscum-contagiosum",
+    "99": "monkeypox",
+    "100": "mucinosis",
+    "101": "mucous-cyst",
+    "102": "mycosis-fungoides",
+    "103": "nail-fungus",
+    "104": "nail-fungus-and-other-nail-disease",
+    "105": "necrobiosis-lipoidica",
+    "106": "neurodermatitis",
+    "107": "neurofibromatosis",
+    "108": "neurotic-excoriations",
+    "109": "neutrophilic-dermatoses",
+    "110": "nevus",
+    "111": "nevus-of-ota",
+    "112": "nevus-sebaceus",
+    "113": "nevus-spilus",
+    "114": "normal-skin",
+    "115": "oral-lichen-planus",
+    "116": "pagets",
+    "117": "papilomatosis-confluentes-and-reticulate",
+    "118": "pediculosis-capitis",
+    "119": "pemphigus-vulgaris",
+    "120": "perioral-dermatitis",
+    "121": "photodermatoses",
+    "122": "pilar-cyst",
+    "123": "pilomatricoma",
+    "124": "pityriasis-lichenoides-chronica",
+    "125": "pityriasis-rosea",
+    "126": "pityriasis-rubra-pilaris",
+    "127": "pityriasis-versicolor",
+    "128": "poison-ivy-photos-and-other-contact-dermatitis",
+    "129": "porokeratosis-actinic",
+    "130": "porphyria",
+    "131": "port-wine-stain",
+    "132": "prurigo-nodularis",
+    "133": "psoriasis",
+    "134": "psoriasis-pictures-lichen-planus-and-related-diseases",
+    "135": "pyogenic-granuloma",
+    "136": "rhinophyma",
+    "137": "ringworm",
+    "138": "rosacea",
+    "139": "sarcoidosis",
+    "140": "scabies",
+    "141": "scabies-lyme-disease-and-other-infestations-and-bites",
+    "142": "scleroderma",
+    "143": "scleromyxedema",
+    "144": "seborrheic-dermatitis",
+    "145": "seborrheic-keratoses",
+    "146": "seborrheic-keratoses-and-other-benign-tumors",
+    "147": "seborrheic-keratosis",
+    "148": "skin-allergy",
+    "149": "skin-cancer",
+    "150": "skin-warts",
+    "151": "solar-lentigo",
+    "152": "solitary-mastocytosis",
+    "153": "squamous-cell-carcinoma",
+    "154": "stasis-edema",
+    "155": "stevens-johnson-syndrome",
+    "156": "striae-distensae",
+    "157": "sun-damage",
+    "158": "syringoma",
+    "159": "systemic-disease",
+    "160": "systemic-lupus-erythematosus",
+    "161": "telangiectases",
+    "162": "tinea",
+    "163": "tinea-barbae",
+    "164": "tinea-corporis",
+    "165": "tinea-faciei",
+    "166": "tinea-nigra",
+    "167": "tinea-pedis",
+    "168": "tinea-ringworm-candidiasis-and-other-fungal-infections",
+    "169": "tinea-versicolor",
+    "170": "trichoepithelioma",
+    "171": "tuberculosis-verrucosa-cutis",
+    "172": "tuberous-sclerosis",
+    "173": "tungiasis",
+    "174": "urticaria-hives",
+    "175": "varicella",
+    "176": "vascular-tumors",
+    "177": "vasculitis",
+    "178": "verruca",
+    "179": "vitiligo",
+    "180": "warts",
+    "181": "warts-molluscum-and-other-viral-infections",
+    "182": "xanthomas",
+    "183": "xeroderma-pigmentosum"
+  },
+  "num_classes": 184,
+  "class_names": [
+    "acanthosis-nigricans",
+    "acne",
+    "acne-and-rosacea",
+    "acral-lentiginous-melanoma",
+    "acrodermatitis-enteropathica",
+    "actinic-keratosis",
+    "actinic-keratosis-basal-cell-carcinoma-and-other-malignant-lesions",
+    "alopecia-areata",
+    "alopecia-totalis",
+    "androgenetic-alopecia",
+    "aplasia-cutis",
+    "arsenicosis",
+    "atopic-dermatitis",
+    "basal-cell-carcinoma",
+    "becker-nevus",
+    "behcets-disease",
+    "benign-keratosis-like-lesions-bkl",
+    "benign-tumors",
+    "bowens",
+    "bullous-disease",
+    "calcinosis-cutis",
+    "candidiasis",
+    "cellulitis",
+    "cellulitis-impetigo",
+    "cellulitis-impetigo-and-other-bacterial-infections",
+    "cheilitis",
+    "chickenpox",
+    "chromoblastomycosis",
+    "cutaneous-larva-migrans",
+    "dariers-disease",
+    "dermatofibroma",
+    "dermatomyositis",
+    "discoid-lupus-erythematosus",
+    "drug-eruptions",
+    "dyshidrotic-eczema",
+    "ecthyma",
+    "eczema",
+    "ehlers-danlos-syndrome",
+    "enfeksiyonel",
+    "epidermal-nevus",
+    "epidermolysis-bullosa",
+    "epidermolysis-bullosa-pruriginosa",
+    "epidermolytic-hyperkeratosis",
+    "erythema-annulare-centrifigum",
+    "erythema-elevatum-diutinum",
+    "erythema-multiforme",
+    "erythema-nodosum",
+    "exanthems-and-drug-eruptions",
+    "factitial-dermatitis",
+    "fixed-eruptions",
+    "folliculitis",
+    "fordyce-spots",
+    "granuloma-annulare",
+    "granulomatous-diseases",
+    "hailey-hailey-disease",
+    "hair-loss-alopecia",
+    "hair-loss-photos-alopecia-and-other-hair-diseases",
+    "halo-nevus",
+    "hemangioma",
+    "herpes",
+    "herpes-hpv-and-other-stds",
+    "herpes-simplex",
+    "herpes-zoster",
+    "hidradenitis",
+    "hypertrophic-lichen-planus",
+    "ichthyosis",
+    "impetigo-contagiosa",
+    "incontinentia-pigmenti",
+    "infectious-erythema",
+    "infestations-and-bites",
+    "juvenile-xanthogranuloma",
+    "kaposi-sarcoma",
+    "keloid",
+    "keratoderma",
+    "keratosis-pilaris",
+    "langerhans-cell-histiocytosis",
+    "lentigo-maligna",
+    "leprosy",
+    "lichen-amyloidosis",
+    "lichen-planus",
+    "lichen-simplex",
+    "light-diseases-and-disorders-of-pigmentation",
+    "linear-scleroderma",
+    "livedo-reticularis",
+    "lupus",
+    "lupus-and-other-connective-tissue-diseases",
+    "lupus-vulgaris",
+    "lymphangioma",
+    "malignant-acanthosis-nigricans",
+    "malignant-lesions",
+    "malignant-melanoma",
+    "measles",
+    "melanoacanthoma",
+    "melanocytic-nevi-nv",
+    "melanoma",
+    "melanoma-skin-cancer-nevi-and-moles",
+    "milia",
+    "moles",
+    "molluscum-contagiosum",
+    "monkeypox",
+    "mucinosis",
+    "mucous-cyst",
+    "mycosis-fungoides",
+    "nail-fungus",
+    "nail-fungus-and-other-nail-disease",
+    "necrobiosis-lipoidica",
+    "neurodermatitis",
+    "neurofibromatosis",
+    "neurotic-excoriations",
+    "neutrophilic-dermatoses",
+    "nevus",
+    "nevus-of-ota",
+    "nevus-sebaceus",
+    "nevus-spilus",
+    "normal-skin",
+    "oral-lichen-planus",
+    "pagets",
+    "papilomatosis-confluentes-and-reticulate",
+    "pediculosis-capitis",
+    "pemphigus-vulgaris",
+    "perioral-dermatitis",
+    "photodermatoses",
+    "pilar-cyst",
+    "pilomatricoma",
+    "pityriasis-lichenoides-chronica",
+    "pityriasis-rosea",
+    "pityriasis-rubra-pilaris",
+    "pityriasis-versicolor",
+    "poison-ivy-photos-and-other-contact-dermatitis",
+    "porokeratosis-actinic",
+    "porphyria",
+    "port-wine-stain",
+    "prurigo-nodularis",
+    "psoriasis",
+    "psoriasis-pictures-lichen-planus-and-related-diseases",
+    "pyogenic-granuloma",
+    "rhinophyma",
+    "ringworm",
+    "rosacea",
+    "sarcoidosis",
+    "scabies",
+    "scabies-lyme-disease-and-other-infestations-and-bites",
+    "scleroderma",
+    "scleromyxedema",
+    "seborrheic-dermatitis",
+    "seborrheic-keratoses",
+    "seborrheic-keratoses-and-other-benign-tumors",
+    "seborrheic-keratosis",
+    "skin-allergy",
+    "skin-cancer",
+    "skin-warts",
+    "solar-lentigo",
+    "solitary-mastocytosis",
+    "squamous-cell-carcinoma",
+    "stasis-edema",
+    "stevens-johnson-syndrome",
+    "striae-distensae",
+    "sun-damage",
+    "syringoma",
+    "systemic-disease",
+    "systemic-lupus-erythematosus",
+    "telangiectases",
+    "tinea",
+    "tinea-barbae",
+    "tinea-corporis",
+    "tinea-faciei",
+    "tinea-nigra",
+    "tinea-pedis",
+    "tinea-ringworm-candidiasis-and-other-fungal-infections",
+    "tinea-versicolor",
+    "trichoepithelioma",
+    "tuberculosis-verrucosa-cutis",
+    "tuberous-sclerosis",
+    "tungiasis",
+    "urticaria-hives",
+    "varicella",
+    "vascular-tumors",
+    "vasculitis",
+    "verruca",
+    "vitiligo",
+    "warts",
+    "warts-molluscum-and-other-viral-infections",
+    "xanthomas",
+    "xeroderma-pigmentosum"
+  ]
+}

config.json

@@ -570,5 +570,9 @@
   "model_type": "image-classification",
   "torch_dtype": "float32",
   "transformers_version": "4.35.0",
-  "problem_type": "single_label_classification"
+  "problem_type": "single_label_classification",
+  "framework": "pytorch",
+  "pipeline_tag": "image-classification",
+  "license": "apache-2.0",
+  "base_model": "vit_b_16"
 }

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:acc264214bf6dd06ac8d9fc86545251c9ca989615b380e945753ca846b8c7c42
+oid sha256:f67481f3ba29f335f835d26e20f87596f3382228700c4e32164b9a6182161038
 size 343778400

preprocessor_config.json

@@ -18,5 +18,10 @@
     "height": 224,
     "width": 224
   },
-  "image_processor_type": "ImageProcessor"
+  "image_processor_type": "ImageProcessor",
+  "crop_size": {
+    "height": 224,
+    "width": 224
+  },
+  "do_center_crop": true
 }

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:42f2c8f87238a620b3a577815c747e36130261b27d10c31b463e20b2b9c35019
-size 523
+oid sha256:86297c0445e7750c7da5fafc2446256808b1cafe0a0033dfe373c0683f19c45f
+size 430