Retinal Lesions (Microaneurysms, Hard Exudates, Soft Exudates, Hemorrhages) Segmentation using Deep Learning Pipeline and Image Processing & Machine Learning Pipeline

The Mask RCNN's application in IDRiD(only for challenge 1)

Api to host Retfound

Neural network capable of segmenting images of the retina, highlighting its blood vessels, which allows the specialist to assess the current state of the eye and give appropriate recommendations to the patient.