Retinal-vessel-segmentation 是一个基于 UNet 的视网膜血管分割项目，采用了 DRIVE 数据集进行训练和测试。项目使用 PyTorch 框架实现，提供了从数据准备到模型训练和测试的完整流程。通过运行本项目，可以获得视网膜血管的分割结果图。 测试结果图（原图、原始掩码 ...

The repo is the official implement of "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement". The repo is also the official training code of "VisionReasoner: Unified Visual ...

Abstract: In this paper, we introduce a deep encoder-decoder network, named SalsaNet, for efficient semantic segmentation of 3D LiDAR point clouds. SalsaNet segments the road, i.e. drivable free-space ...

Abstract: How to effectively identify vehicles in synthetic aperture radar (SAR) images is a challenging problem in the SAR image understanding community. Compared with the bounding-box-based ...

Eileen Falkenberg-Hull leads the Autos team at Newsweek. She has written extensively about the auto industry for U.S. News & World Report, CarGurus, Trucks.com, AutomotiveMap, and American City ...