Bessouat40 / nginx-reactjs-fastapi-pneumonia-detection

Pneumonia Detection Software with Database

Webapp : Pneumonia Detection

This is a software to detect pneumonia from a chest X-ray. You can treat several patients at the same time and then you can store results in a PostGreSQL database. You have access to this database and you can search someone with is name.

USAGE

This software is easy to use.

First clone the repo :

git clone https://github.com/Bessouat40/nginx-reactjs-fastapi-pneumonia-detection.git

Then rename env file :

cp .env.example .env

And now you can run the app :

• First, up database : docker-compose build db && docker-compose up db and wait until database is ready

• Then up entire software : make start

You can see your PneumonIA running at http://localhost:3000/.

AI Model

It's a fine tunned VGG16. https://github.com/Bessouat40/unsupervised-image-anomaly-detection