Sharper Detection: Enhanced Techniques for Diabetic Retinopathy Grading

This paper demonstrates how applying techniques such as oversampling, data augmentation, K-fold cross-validation, learning rate scheduling, and early stopping can significantly improve performance for models such as ResNet18 and ResNet50.