/Skindocserver

The server for the SkinDoc app for Juspay Hackathon

Primary LanguagePythonMIT LicenseMIT

SkinDoc

Overview

An android application created to aid in assistance of diagnosing melanoma, in simple words, skin cancer. If one wants to proceed further, they can book an appointment using the app to the nearest diagnostician. We particpated in the Juspay HyperHack representing GDG-VIT and presented it there.

Details

This application takes picture of a lesion and passes it to an REST API written in Tornado, which makes prediction of the image as a benign or malignant cancer.

Python

  • tornado - a Python web framework and asynchronous networking library, invented to face C10K problem.
  • pytorch - A Deep Learning library, here used for Computer vision. We used ResNet50 architecture.
  • pymongo - Python driver for the NoSQL database.