GitHub topics: retinal-image-analysis
SuryaVamsi-P/Diabetic-Retinopathy-Detection-with-ResNet50
Built an end-to-end deep learning pipeline using ResNet-50 to classify retinal images into five stages of Diabetic Retinopathy. Applied transfer learning, image preprocessing, and AUC-based evaluation on the APTOS 2019 Kaggle dataset, achieving a 94% validation AUC—offering real-world potential in clinical diagnosis automation.
Language: Python - Size: 2.15 MB - Last synced at: 20 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
Retinal-Research/OTRE
Code for the paper "OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing"
Language: Python - Size: 39.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 1
justinengelmann/DART_retinal_fractal_dimension
Code for "robust and efficient computation of retinal fractal dimension through deep approximation"
Language: Jupyter Notebook - Size: 8.69 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0
