🐛 Describe the bug Using any torch.compile after PyTorch 2.8.0 (and 2.9 nightlies) results in Segmentation fault with Intel ARC A770 / XPU Provided code and more complex torch.compile works fine with ...

Road Segmentation with U-Net and PyTorch This repository contains a PyTorch implementation of a U-Net based model for semantic segmentation of roads from high-resolution aerial imagery. The project ...

To address these challenges, we propose Vessel-SAM2, a retinal vessel segmentation network based on Segment Anything 2 (SAM2), capable of performing end-to-end segmentation at an ultra-high resolution ...

Segmenting retinal blood vessels is critical for the early detection of retinal abnormalities. While significant progress has been achieved in vessel segmentation through deep learning techniques, ...

Therefore, the automatic and accurate segmentation of retinal microvasculature is crucial for early diagnosis and monitoring of disease progression in various ophthalmological and cardiovascular ...