An Approach Using Transfer Learning to Disclose Diabetic Retinopathy in Early Stage

Abstract

India, the diabetes capital of the world with a diabetic population which is predicted to hit 69.9 million by 2025. Too much sugar in our blood can cause the block in tiny blood vessels of retina and our retina gets weaken. Early detection of Diabetic Retinopathy (DR) is the suitable method to protect our vision. This paper aims to refer some methods and recent works through transfer learning to detect Diabetic Retinopathy in its early stage using fundus images of patients.