Skin Cancer ML Classification

Deep-learning-based Skin Cancer classification

Questhacks 3rd Place November 2019

Diagnosis 7 types of Skin Cancers

• Elanocytic nevi
• Dermatofibroma
• Benign keratosis-like lesions
• Basal cell carcinoma
• Actinic keratoses
• Vascular lesions
• Dermatofibroma

Dataset

Trained with Torch Model HAM10000 Dataset Dataset Link

Usage

To set up:

1. git clone https://github.com/Topdoc-Medicine/Skin-Cancer-ML.git
2. cd Skin-Cancer-ML
3. python CNN.py

Final results and Diagnosis can be viewed on our website