A ROS2 package for ORB SLAM3 V1.0. Focus is on native integration with ROS2 ecosystem. This is the main/humble branch which only supports ROS 2 Humble. Switch over to jazzy branch to use with ROS 2 ...

Modular Python stereo visual SLAM pipeline for KITTI Odometry with ORB+RANSAC frontend, landmark mapping, GTSAM iSAM2 pose-graph optimization, loop closure, ATE/RPE evaluation, and Open3D ...

OpenCV 5 open-source computer vision library has recently been released with a brand-new DNN (Deep Neural Network) engine that provides better ONNX coverage and enables LLM/VLM support. The fifth ...

Largest OpenCV Update in Years: Version 5.0 Modernizes DNN Engine, Adds LLM/VLM Support, and Enhances Core, Hardware Acceleration, and 3D Stack. With OpenCV 5.0, a new major version of the widely used ...

OpenCV 5 是对SDK与支持库的重大现代化改造。它带来了全新的DNN引擎、更强的ONNX支持、硬件加速改进、更好的Python集成、新的数据类型、扩展的3D视觉能力、改进的文档以及为未来打造更简洁的架构。 OpenCV5的设计目标 让核心更快更小，提升语言支持，清理旧API ...

在自动驾驶、机器人、人机交互等实际应用场景中，单目标跟踪技术的需求日益多元——有时需要用边界框指定跟踪目标，有时需要靠自然语言描述锁定对象；面对复杂环境，仅靠RGB图像不够，还得结合深度、热成像甚至事件流等视频模态。但长期以来，跟踪器 ...