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《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Python 74,444 12,028 Updated Jul 30, 2024

Deep Learning Book Chinese Translation

TeX 37,067 9,188 Updated Dec 3, 2019

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

Python 4,624 993 Updated Apr 24, 2024

An optimization-based multi-sensor state estimator

C++ 4,253 1,535 Updated May 23, 2024

Release for Improved Denoising Diffusion Probabilistic Models

Python 3,755 531 Updated Jul 18, 2024

GTSAM is a library of C++ classes that implement smoothing and mapping (SAM) in robotics and vision, using factor graphs and Bayes networks as the underlying computing paradigm rather than sparse m…

Jupyter Notebook 3,225 888 Updated Dec 17, 2025

An open source platform for visual-inertial navigation research.

C++ 2,640 771 Updated Nov 30, 2025

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

Python 2,334 637 Updated Mar 23, 2023

A ROS package tool to analyze the IMU performance.

C++ 1,649 498 Updated Feb 11, 2022

This repository is used for automatic calibration between high resolution LiDAR and camera in targetless scenes.

C++ 1,188 241 Updated Aug 21, 2024

This is a unofficial fork of OpenVSLAM (https://github.com/xdspacelab/openvslam)

C++ 1,115 446 Updated Sep 23, 2025
C++ 1,075 184 Updated Feb 19, 2025

M2DGR: a Multi-modal and Multi-scenario Dataset for Ground Robots(RA-L2021 & ICRA2022)

1,075 129 Updated Jul 14, 2025

[IEEE RA-L & ICRA'22] A lightweight and computationally-efficient frontend LiDAR odometry solution with consistent and accurate localization.

C++ 1,004 215 Updated Jun 8, 2024

A simple method for finding the extrinsic calibration between a 3D lidar and a 6-dof pose sensor

C++ 989 276 Updated Mar 11, 2025

support deepsort and bytetrack MOT(Multi-object tracking) using yolov5 with C++

C++ 962 220 Updated Jul 14, 2023

Interactive Map Correction for 3D Graph SLAM

C++ 922 264 Updated Aug 4, 2024

Patchwork++: Fast and robust ground segmentation method for 3D LiDAR scans. @ IROS'22

C++ 887 132 Updated May 1, 2025

误差状态卡尔曼ESKF滤波器融合GPS和IMU,实现更高精度的定位

C++ 856 184 Updated Jan 16, 2024

emoji list; emoji表情列表

843 209 Updated Sep 16, 2020

A real-time multifunctional Lidar SLAM package.

C++ 810 84 Updated Jun 3, 2025

A simplified implementation of FAST_LIO (with Chinese note)

C++ 720 112 Updated Jul 14, 2023

ImMesh: An Immediate LiDAR Localization and Meshing Framework

C++ 710 62 Updated Jan 25, 2024

LiDAR SLAM = FAST-LIO + Scan Context

C++ 696 80 Updated Dec 28, 2022

(LMNet) Moving Object Segmentation in 3D LiDAR Data: A Learning-based Approach Exploiting Sequential Data (RAL/IROS 2021)

Python 667 110 Updated Dec 21, 2022

[RA-L 2022] An efficient and probabilistic adaptive voxel mapping method for LiDAR odometry

C++ 660 96 Updated May 30, 2023

Display internet satellite imagery in RViz

C++ 643 261 Updated Nov 13, 2025

Postgraduate Thesis: fast_lio_sam + dynamic removal (T-GRS 2024) + multi-session mapping (ICRA 2022 Kim) + object-level update + online relocalization (ICRA 2025) + real-world application (MD-LVIO)

C++ 609 81 Updated Aug 9, 2025
C++ 591 72 Updated Jun 1, 2025
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