⚠️ Apologies 🙇♂️. Since there is a bug in Streamlit in deploying a PyTorch app to Heroku. I ditched streamlit to flask app and deployed. Find the repo here
- PyTorch (DL Model)
- OpenCV
- Streamlit (Front End)
😃 I am very grateful and thankful to the huge efforts by the Open-Source Community for collecting data in a repository. This project would be possible without those repositories.
- Cohen's COVID Chest X-ray Dataset
- Paul Mooney's Chest X-ray Dataset (Pneumonia)
I recommend you to get started with Deep Learning by going through the below notebooks.
- Model Training - a very detailed notebook on Kaggle which I wrote
- Inference
- Clone this repository
- Install the dependencies with
pip install -r requirements
while opening the terminal in the repo directory. - Run the app with
streamlit run app.py
❗Stay at home. Stay Safe. Live Long and Prosper🖖. May the Force be with you.