OverlapNet

SLAM loop closer

A software framework that predicts the overlap and relative yaw angle of two 3D LiDAR scans to enable loop closing in SLAM systems

OverlapNet - Loop Closing for 3D LiDAR-based SLAM (chen2020rss)

GitHub

665 stars
26 watching
114 forks
Language: Python
last commit: over 1 year ago
Linked from 2 awesome lists

3d-lidarlidarloop-closingloop-closure-detectionslam

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
prbonn/lidar-mos This repository provides code and benchmarking tools for learning-based 3D LiDAR object segmentation using sequential data. 602
prbonn/kiss-icp A LiDAR odometry pipeline with a robust point-to-point ICP algorithm. 1,585
prbonn/semantic_suma Efficient LiDAR-based Semantic SLAM algorithm implementation 923
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
prbonn/rangenet_lib A C++ library for inference with LiDAR point clouds using the RangeNet++ algorithm and TensorRT 312
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
weihaotobe94/laserslam A SLAM system that processes lidar data to create a map of the environment and track the robot's movement 39
prbonn/depth_clustering A fast and robust algorithm to segment 3D point clouds generated by Velodyne sensors into objects. 1,205
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
rsasaki0109/lidarslam_ros2 Package for 3D lidar slam using ndt/gicp registration and pose optimization in ROS2. 547
gogojjh/m-loam A robust system for online extrinsic calibration and simultaneous localization and mapping of multi-LiDAR systems. 469
hkust-aerial-robotics/a-loam Implementation of SLAM algorithm using lidar data 2,135
project-manas/slam_gmapping A ROS2 wrapper that enables 2D occupancy grid mapping from laser and pose data using SLAM algorithm 140
edwardliuyc/staticmapping A full lidar slam system using LiDAR and GPS, capable of mapping static environments. 340
bichenwuucb/squeezeseg Implementation of SqueezeSeg, a deep neural network model for segmenting 3D LiDAR point clouds into road objects and other features 566