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22 stars written in C++
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Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

C++ 9,601 4,715 Updated May 15, 2024

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

C++ 8,131 2,791 Updated Jul 9, 2024

COLMAP - Structure-from-Motion and Multi-View Stereo

C++ 8,065 1,570 Updated Jan 10, 2025

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

C++ 6,833 2,604 Updated Jul 24, 2024

A Robust and Versatile Monocular Visual-Inertial State Estimator

C++ 5,145 2,117 Updated Aug 14, 2024

g2o: A General Framework for Graph Optimization

C++ 3,143 1,111 Updated Jan 20, 2025

Semi-direct Visual Odometry

C++ 2,119 861 Updated Aug 22, 2019

Detailed comments for ORB-SLAM3

C++ 1,334 453 Updated Dec 11, 2023

📷 📷 Stereo camera calibration using OpenCV and C++

C++ 621 239 Updated Jan 23, 2023

VINS-Mono代码注释以及公式推导

C++ 357 125 Updated Jan 27, 2019

Modular, open-source implementations of continuous-time simultaneous localization and mapping algorithms.

C++ 240 11 Updated Jul 22, 2024

Point-Plane SLAM Using Supposed Planes for Indoor Environments

C++ 124 27 Updated Aug 16, 2022

Particle filter-based localization in an occupancy grid map.

C++ 107 50 Updated Feb 13, 2019

[IROS 2021] Stereo Plane SLAM Based on Intersecting Lines

C++ 74 28 Updated Jan 24, 2022

[JFR 2024] This is the official implementation of MS-SLAM, a memory-efficient visual SLAM system removing redundant map points to save memory consumption.

C++ 66 6 Updated Sep 12, 2024

[CVPR 2023] Efficient Map Sparsification Based on 2D and 3D Discretized Grids

C++ 45 5 Updated Sep 23, 2023

Remove bad map points and keyframes to save memory.

C++ 23 3 Updated Dec 15, 2023

A community maintained fork of the inactive ORB_SLAM3 project

C++ 19 4 Updated Jul 27, 2024

Fixed some bugs of original ORB_SLAM3

C++ 9 Updated Dec 27, 2024

SLAM-Map-Compression-OR-Tools

C++ 5 1 Updated Sep 23, 2023
C++ 3 Updated Apr 29, 2019