COVID-19 Detection from X-Ray Images
Dataset used - https://drive.google.com/uc?id=1coM7x3378f-Ou2l6Pg2wldaOI7Dntu1a
Dataset includes images of the following categories :
- Normal
- Pneumonia
- COVID
Model used Resnet50
Further work
- Stabilizing training
- Combining other datasets and adjusting data distribution
- Oversampling in case of unbalanced dataset
- Implementing cross validation for better result analysis
- Better feature extraction by combining models
- Creating an ensamble from some models