sumit006/interactive_ML_demo

32-class skin disease classifier (MobileNetV2 transfer learning), including psoriasis, melanoma, basal cell carcinoma, lichen planus, tinea, leprosy variants, and more. Originated as a psoriasis-only companion demo to the CAD-PsorNet paper (Chakraborty et al., Scientific Reports 14(1):26557, 2024), later expanded to 32 classes.

Research/educational demonstration only -- NOT a medical diagnosis. Some covered conditions (melanoma, basal cell carcinoma, squamous cell carcinoma) are cancers. Always consult a dermatologist or physician for any real skin concern. Per-class reliability varies significantly (some classes score well above 90% F1, others below 35% on held-out data) -- never treat any single prediction as conclusive.

Full training code: https://github.com/Sumit-Nayek/Psoriasis-detection-using-transfer-learning