Transfer learning with class-weighted and focal loss function for automatic skin cancer classification

no code implementations • 13 Sep 2020 • Duyen N. T. Le, Hieu X. Le, Lua T. Ngo, Hoan T. Ngo

To aid dermatologists in skin cancer diagnosis, we developed a deep learning system that can effectively and automatically classify skin lesions into one of the seven classes: (1) Actinic Keratoses, (2) Basal Cell Carcinoma, (3) Benign Keratosis, (4) Dermatofibroma, (5) Melanocytic nevi, (6) Melanoma, (7) Vascular Skin Lesion.

General Classification Skin Cancer Classification +1