Binary and Multi-Label Ocular Disease Detection from Retinal Fundus Images Using Mobilenetv2 and Resnet50 with Grad-CAM Interpretability and Clinical Web Deployment
Ocular diseases such as diabetic retinopathy, glaucoma, cataract, age-related macular degeneration (AMD), and pathological myopia are principal causes of preventable blindness worldwide. Early automated diagnosis is imperative yet remains inaccessible in resource-limited settings. This paper presents a comprehensive de...