Simple Flask app which accepts Chest X-Ray images from the user and identifies whether the patient is COVID+, has Pneumonia (or Lung Opacity due to non-COVID lung infection), or is Normal.
Currently, the app makes use of the ResNet50 model API from Keras which has been trained from scratch using the COVID-19 Radiography Database from Kaggle.
This app has been deployed on Heroku.
- Improve the looks of the webpage; it is really barebones at the moment.
- Try and test out different models to achieve better accuracy.