Diabetic Retinopathy Detection Using Deep Learning | Python Final Year IEEE Project 2025-2026
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🎉 Detect Diabetic Retinopathy with AI: Hybrid Transfer Learning Approach
Diabetic Retinopathy Detection Using Deep Learning | Python Final Year IEEE Project 2025-2026
🚀 Project Overview:
Diabetic Retinopathy (DR) is a serious complication of diabetes that can lead to irreversible vision loss. Our project leverages advanced deep learning techniques using EfficientNet, MobileNet, and a hybrid of both to accurately detect DR from retinal images. We address challenges like class imbalance and inadequate image enhancement using advanced preprocessing techniques. The web-based application, developed using Flask and HTML, allows users to upload retinal images and receive a detailed diagnosis, treatment suggestions, and recommendations.
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