ORB_SLAM2

SLAM system

A real-time SLAM system for cameras with loop detection and relocalization capabilities

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

GitHub

9k stars
372 watching
5k forks
Language: C++
last commit: 6 months ago
Linked from 3 awesome lists


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
uz-slamlab/orb_slam3 An open-source library that performs visual, visual-inertial and multi-map SLAM with various camera configurations. 6,619
alsora/ros2-orb_slam2 A ROS2 node wrapper around the ORB_SLAM2 SLAM library for monocular or stereo/rgbd visual odometry 139
appliedai-initiative/orb_slam_2_ros A ROS implementation of ORB-SLAM2 for real-time visual SLAM on monocular, stereo, and RGB-D cameras 618
raulmur/orb_slam A fast and accurate monocular SLAM system that computes camera trajectory and 3D scene reconstruction in real-time 1,524
tum-vision/lsd_slam Real-time monocular SLAM system that creates large-scale maps in real-time without explicit feature detection 2,619
rsasaki0109/li_slam_ros2 A ROS 2 package implementing a SLAM system using lidar and inertial measurements for simultaneous localization and mapping in various environments. 314
ros2/cartographer Provides real-time simultaneous localization and mapping in 2D and 3D across multiple platforms and sensor configurations. 78
felixendres/rgbdslam_v2 An RGB-D SLAM system for creating 3D point clouds or OctoMaps from camera data. 948
rsasaki0109/lidarslam_ros2 Package for 3D lidar slam using ndt/gicp registration and pose optimization in ROS2. 547
project-manas/slam_gmapping A ROS2 wrapper that enables 2D occupancy grid mapping from laser and pose data using SLAM algorithm 140
cartographer-project/cartographer Provides real-time simultaneous localization and mapping capabilities for various platforms and sensors. 7,166
floatlazer/semantic_slam A system for real-time 3D reconstruction and semantic mapping using a hand-held RGB-D camera and SLAM technology 647
koide3/hdl_graph_slam A real-time 3D SLAM package for GPS and LIDAR sensors using a graph-based approach with odometry estimation and loop detection. 2,013
hyye/lio-mapping This project provides an implementation of a tightly coupled 3D lidar and inertial odometry and mapping approach for simultaneous localization and mapping in robotics. 923
kenshohara/3d-resnets-pytorch PyTorch implementation of 3D ResNets for action recognition in video data 3,900