Top 5 diabetic-retinopathy-detection open source projects

DIAGNOSIS OF DIABETIC RETINOPATHY FROM FUNDUS IMAGES USING SVM, KNN, and attention-based CNN models with GradCam score for interpretability,

exudates detection using hybrid approach (Image Morphology & Machine Learning)

Identifying retina images with diabetic retinopathy using convolutional neural networks.

Extended Retinopathy Detection Challenge with the Regression Activation Map for visual explaination

Diabetic Retinopathy is a very common eye disease in people having diabetes. This disease can lead to blindness if not taken care of in early stages, This project is a part of the whole process of identifying Diabetic Retinopathy in its early stages. In this project, we'll extract basic features which can help us in identifying Diabetic Retinopa…