isCovid

By Amit Joshi

isCovid is a Deep Learning model which predicts COVID-19 based on chest X-ray.

How to Run:

1. Install necessary modules with sudo pip3 install -r requirements.txt command.
2. Go to src folder (if you want to change paths of files and folders, go to src/config.py).
3. Run python3 train.py to train and save the machine learning model.
4. To run this app from Streamlit. Run streamlit run streamlitapp.py.
5. Upload your X-ray Image or you can upload the sample images provided (data/val/) and then check the result.

Data

Covid-19 chest X-ray images can be downloaded from here and Normal chest X-ray images can be downloaded from here

Web App was made using Streamlit

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