DR Detection with Deep Learning
5-class diabetic retinopathy severity grading from retinal images.
- Problem
- Manual DR grading is slow and subjective, risking missed early-stage diagnoses.
- Approach
- Trained and compared a custom CNN, ResNet50, and MobileNetV2 (transfer learning) on the APTOS 2019 dataset, deployed as an ensemble.
- Result
- Shipped as an interactive Gradio demo on Hugging Face Spaces.