covid-19-detector using X-rays

This website demonstrates the concept of detecting covid-19 infection from the Posteroanterior(PA) X-rays. It uses Resnet-50 for Classification of the images. This should not be used for primary diagnostics as this is a Proof-of-Concept that chest x-rays can be used to detect the covid infection.

Dataset used : covid-chestxray-dataset

Steps to run:

1. Clone or download the repo and then cd to the folder.

git clone https://github.com/vinaysanga/covid-19-detector-using-x-rays.git
cd covid-19-detector-using-x-rays

2. Install the required packages using,

pip3 install -r requirements.txt

3. Download 'export.pkl' file by following instructions from '/models/instructions.txt'.
4. Run the project using

python3 app.py

4. Click to link shown in terminal to open it into your web browser.

Fin..