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unet-architecture

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Retina_Blood_Vessel_Segmentation

YoussefAboelwafa / Retina_Blood_Vessel_Segmentation

The project involves using a dataset of 100 high-resolution retinal fundus images for blood vessel segmentation to aid in early detection of retinal pathologies | Implemented U-Net architecture from scratch, known for its efficiency in semantic segmentation with limited data | The final model achieved 86% IoU score | PyTorch Lightning

computer-vision cnn image-segmentation unet-architecture

Updated Aug 2, 2025
Python

kzaleskaa / depth-estimation-with-compression

Development of a depth estimation model based on a UNET architecture - connection of Bi-directional Feature Pyramid Network (BIFPN) and EfficientNet.

quantization bifpn unet-architecture efficientnetb0 ffnet

Updated Oct 30, 2024
Python

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