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The HeLiPR Pointcloud Toolbox is a sophisticated software suite tailored for processing and analyzing the HeLiPR (Heterogeneous LiDAR Place Recognition) dataset.

C++ 33 1 Updated Aug 30, 2024

生活不易,靓仔叹气(做好笔记)

94 22 Updated Dec 8, 2024

A Consistent Frame-to-Frame Solid-State-LiDAR-Inertial State Estimator

C++ 173 25 Updated Jun 3, 2024

[IROS2024] A SLAM method combined with NDTMC and LIO-SAM.

C++ 85 12 Updated Jan 6, 2025

[IROS 2024] A 3D Global Descriptor For Loop Closure Detection. NDT-Map-Code.

C++ 151 8 Updated Jan 6, 2025

BotanicGarden: A high-quality dataset for robot navigation in unstructured natural environments

Jupyter Notebook 186 15 Updated Jun 2, 2024

Multi-modal multi-lidar dataset

C++ 216 21 Updated Feb 18, 2023

This reposiotry is the collection for public 3D LiDAR datasets

221 20 Updated Dec 23, 2024

Supplementary material to our submitted paper in the IEEE Robotics and Automation Letters (RAL)

Python 5 Updated Sep 25, 2023
C++ 395 48 Updated Oct 25, 2024

🦄️ 🎃 👻 Clash Premium 规则集(RULE-SET),兼容 ClashX Pro、Clash for Windows 等基于 Clash Premium 内核的客户端。

19,890 1,750 Updated Jan 20, 2025

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

C++ 3,609 1,300 Updated Dec 13, 2024

Code for simplified LIO-SAM

C++ 229 42 Updated Nov 13, 2023

[RA-L] BoW3D: Bag of Words for Real-Time Loop Closing in 3D LiDAR SLAM.

C++ 287 41 Updated May 5, 2023

Robust LiDAR SLAM with a versatile plug-and-play loop closing and pose-graph optimization.

C++ 485 99 Updated Jan 30, 2023

LIO-SAM-6AXIS with intensity image loop optimization

C++ 86 11 Updated Aug 14, 2022

ICRA 2021 - Robust Place Recognition using an Imaging Lidar

C++ 418 87 Updated Aug 5, 2024

Benchmarking and evaluation framework for place recognition methods, featuring SuperPoint+SuperGlue, LoGG3D-Net, Scan Context, DBoW2, MixVPR, STD

C++ 101 2 Updated Jun 12, 2024

[RAL 2023] A globally consistent LiDAR map optimization module

C++ 483 68 Updated May 6, 2024

An efficient and consistent bundle adjustment for lidar mapping

C++ 771 155 Updated Aug 19, 2024

C++ implementation of the M2DP algorithm.

C++ 12 Updated Jan 14, 2022

M2DP descriptor of a 3D point cloud

MATLAB 89 23 Updated Jan 22, 2019

MinkLoc3Dv2: Improving Point Cloud Based Place Recognition with Ranking-based Loss and Large Batch Training

Python 77 13 Updated Jan 31, 2024

A curated list of Place Recognition methods, datasets, and various algorithms for LiDAR

145 5 Updated Oct 2, 2024

[ICRA'23] Official code repo for "Contour Context: Abstract Structural Distribution for 3D LiDAR Loop Detection and Metric Pose Estimation"

C++ 186 25 Updated Mar 6, 2024

A SLAM implementation combining FAST-LIO2 with pose graph optimization and loop closing based on Quatro and Nano-GICP

C++ 242 14 Updated Oct 27, 2024

Asynchronous Multiple LiDAR-Inertial Odometry using Point-wise Inter-LiDAR Uncertainty Propagation

C++ 352 45 Updated Oct 24, 2024

[IEEE T-RO 2023] A modularized multi-robot SLAM system with elevation mapping and a costmap converter for easy navigation. Different odometry and loop closure algorithms can be easily integrated in…

C++ 304 21 Updated Jun 16, 2024
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