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

ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM

  • slam-algorithms

LIO-SAM: Tightly-coupled Lidar Inertial Odometry via Smoothing and Mapping

  • lidar-odometry
  • lidar-slam
  • loam-velodyne
  • lidar-inertial

pySLAM is a hybrid Python/C++ Visual SLAM pipeline supporting monocular, stereo, and RGB-D cameras. It provides a broad set of modern local and global feature extractors, multiple loop-closure strategies, a volumetric reconstruction module, integrated depth-prediction models, and semantic segmentation capabilities for enhanced scene understanding.

  • 3d-reconstruction
  • depth-prediction
  • feature-matching
  • global-features

An open source platform for visual-inertial navigation research.

  • visual-inertial-odometry
  • slam
  • msckf
  • sensor-calibration

:zap: The Mobile Robot Programming Toolkit (MRPT)

  • mrpt
  • c-plus-plus
  • mobile-robotics
  • slam

Laser Odometry and Mapping (Loam) is a realtime method for state estimation and mapping using a 3D lidar.

  • velodyne
  • ros
  • loam-velodyne
  • lidar