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:

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

Final results and Diagnosis can be viewed on our website