Diabetic retinopathy is one of the most common complications of diabetes. It can develop in people with both type 1 and type 2 diabetes, and usually affects both eyes. People with retinopathy have damaged blood vessels in their retina - the light-sensitive layer at the back of the eyes.
Data set for DR can be collected from kaggle https://www.kaggle.com/c/diabetic-retinopathy-detection/data . Data can be Augmented using the Augmentation code. Model is generated in keras (.h5) using training code Diabetic retinopathy.ipynb. Transfer learning can be performed using the pretrained model attached. Model can be tested using the prediction code.