DermAItoscope

Introduction

This is the repository for the DermAItoscope, a skin cancer classifying app, which runs on a Flask backend.

The model is trained on a EfficientNet and achieves approximately 92% of AUC on a balanced dataset. Further infomration about the computer vision model can be found here: https://www.kaggle.com/fanconic/skin-cancer-efficientnetb0

Replicate Backend

If you wish to replicate the backend service, you can clone this repository.

$ git clone https://github.com/fanconic/dermAI

Move into the source directory:

$ cd dermAI

The backend microservices can be started with the following command:

$ sudo docker-compose up

Demo GIF of DermAI 2.0

Currently working on version 2.0