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diabetic-retinopathy-prediction

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Ensemble deep-learning system with xAI (Grad-CAM) for automated diabetic retinopathy detection and staging using retinal fundus images.

  • Updated Nov 14, 2025
  • Jupyter Notebook

AI-powered diabetic retinopathy detection using ResNet-152 deep learning. Web app with Flask REST API, PyTorch, real-time retinal image classification, 5-stage severity detection. Medical imaging, computer vision, transfer learning, healthcare AI, ophthalmology screening tool.

  • Updated Dec 1, 2025
  • Python

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