Deep Learning System
Excellent image processing algorithms to process natural data in their raw form, mining meaningful patterns and recognizing the intricate structures in high-dimensional data
Convolutional Neural Network
Uses CNNs to implicitly recognize meaningful characteristics of referable diabetic retinopathy (DR), possible glaucoma suspect (GS), and age-related macular degeneration (AMD) from the appearance in retinal images
Training and Validation
Training of the DLS allows the networks to gradually adapt their weighted parameters to model DR, GS and AMD conditions and validated using of nearly 500,000 retinal images to detect the said eye conditions
