COVID_xrays

This project is a Web tool for the screening of COVID-19 from chest x-ray images.

Inside this repo:

1- covid_xrays_model

This is a python library to classify chest x-ray images using a deep neural network (CNN). It's used for training and prediction.

2- covid_xrays

A Flask GUI app in a docker container ready for deployment. It allows the user to upload an x-ray image and then uses the library covid_xrays_model to predict the probability of having COVID-19.

3- Notebooks

Notebooks used for some exploratory analysis and experimentation. Only a playground for trying ideas.

4- Scripts

Include scripts to generate the training data from the publicly available COVIDx dataset.