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Related Objects of Interest: malignant , eczema , acne , melanoma , monkeypox , psoriasis , normal , lichen , benign lesion , precancerous
Top Benign Computer Vision Models
The models below have been fine-tuned for various benign detection tasks. You can try out each model in your browser, or test an edge deployment solution (i.e. to an NVIDIA Jetson). You can use the datasets associated with the models below as a starting point for building your own benign detection model.
At the bottom of this page, we have guides on how to count benigns in images and videos.
588 images 6 classes 1 model
4.9k images 18 classes 3 models
8.4k images 21 classes 1 model
Acne-and-Rosacea Atopic Dermatitis Bullous-Disease Cellulitis-Impetigo Exanthems-and-Drug-Eruptions Hair-Loss-Alopecia-and-other-Hair-Diseases Herpes-HPV-and-other-STDs Light-Diseases-and-Disorders-of-Pigmentation Lupus-and-other-Connective-Tissue-diseases Melanoma-Skin-Cancer-Nevi-and-Moles Monkeypox Others Poison-Ivy-and-other-Contact-Dermatitis Psoriasis-Lichen-Planus-and-related-diseases Scabies-Lyme-Disease-and-other-Infestations-and-Bites Seborrheic-Keratoses-and-other-Benign-Tumors Tinea Ringworm Candidiasis and other Fungal Infections Urticaria-Hives Vascular-Tumors Vasculitis
2k images 10 classes 1 model
Atopic-Dermatitis Basal-Cell-Carcinoma-(BCC) Benign-Keratosis-like-Lesions-(BKL) Eczema Melanocytic-Nevi-(NV) Melanoma Psoriasis-pictures-Lichen-Planus-and-related-diseases Seborrheic-Keratoses-and-other-Benign-Tumors Tinea-Ringworm-Candidiasis-and-other-Fungal-Infections Warts-Molluscum-and-other-Viral-Infections
104 images 10 classes 1 model
13k images 25 classes 1 model
Acne and Rosacea Photos Actinic Keratosis Basal Cell Carcinoma and other Malignant Lesions Atopic Dermatitis Photos Bullous Disease Photos Cellulitis Impetigo and other Bacterial Infections Eczema Photos Exanthems and Drug Eruptions Hair Loss Photos Alopecia and other Hair Diseases Herpes HPV and other STDs Photos Light Diseases and Disorders of Pigmentation Lupus and other Connective Tissue diseases Melanoma Skin Cancer Nevi and Moles Nail Fungus and other Nail Disease Normal Skin Poison Ivy Photos and other Contact Dermatitis Psoriasis pictures Lichen Dermatosis and related diseases Scabies Lyme Disease and other Infestations and Bites Seborrheic Keratoses and other Benign Tumors Systemic Disease Tinea Ringworm Candidiasis and other Fungal Infections
449 images 4 classes 1 model
1.5k images 3 classes 1 model
80 images 3 classes 1 model
137 images 26 classes 1 model
Афта/Aphtha Волосы/Hair Герпетический стоматит/Herpetic Stomatitis Губа/Lip Доброкачественное/Benign Зуб/Tooth Инфицированная язва/Infected ulcer Кожа/Skin Коронка-(металл)/Metal Crown Красная-кайма-губ/Vermillion border Красный плоский лишай/Lichen Ruben Planus Лейкоплакия/Leukoplakia Меланоз курильщика/Smoker Melanosis Металл/Metal Никотиновый стоматит/Nicotine Stomatitis Пластмассовый-протез/Plastic prosthesis Посторонний объект/Unrelated Object Предрак/Precancer Слизистая языка/Tongue Mucosa Слизистая-оболочка-рта/Oral mucosa
867 images 10 classes 1 model
5.2k images 5 classes 2 models
656 images 77 classes 3 models
abrasions-ulcerations-and-physical-injuries abscess acne-cystic acquired-digital-fibrokeratoma acral-melanotic-macule acrochordon actinic-keratosis angioleiomyoma angioma arteriovenous-hemangioma atypical-spindle-cell-nevus-of-reed basal-cell-carcinoma basal-cell-carcinoma-nodular basal-cell-carcinoma-superficial benign-keratosis blastic-plasmacytoid-dendritic-cell-neoplasm blue-nevus cellular-neurothekeoma chondroid-syringoma clear-cell-acanthoma
627 images 2 classes 4 models
9.9k images 4 classes 1 model
6.7k images 10 classes 2 models
1.6k images 11 classes 1 model
3.2k images 4 classes 1 model
5.9k images 18 classes 1 model
BENIGN-aneurysmalbonecyst BENIGN-aneurysmalbonecyst BENIGN-fibrousdysplasia BENIGN-chondroblastoma BENIGN-enchondroma BENIGN-fibrousdysplasia BENIGN-giantcelltumor BENIGN-hemangioma BENIGN-nonossifyingfibroma BENIGN-pagetsdisease BENIGN-unicameralbonecyst HEALTHY-bonecompact MALIGNANT-adamantinoma MALIGNANT-chondrosarcoma MALIGNANT-chordoma MALIGNANT-ewingsarcoma MALIGNANT-multiplemyeloma MALIGNANT-osteosarcoma Unlabeled