We would like to thank Lightning-Hydra-Template for providing a modifiable framework for running multiple experiments while tracking the hyperparameters.
pip install -r requirements.txt
Data available at: https://zenodo.org/records/5793241
Run data_preprocessing/separate_out_data.py, data_preprocessing/separate_train_test_val.py, data_preprocessing/crop_transform_pad_img.py python scripts to preprocess the data
Run : python src/train.py experiment=glaucoma_eyepacs_airogs
Used focal loss, only trained on 7k non-glaucomic train images, remaining glaucoma train images
Training :
Validation :
Training upto 29 epoch, using early stopping patience : 10
Test Results :
