apollo by ApolloAuto

An open autonomous driving platform

created at July 4, 2017, 7:03 p.m.

C++

1,111 +1

24,555 +23

9,588 +3

GitHub
AirSim by Microsoft

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

created at Feb. 14, 2017, 12:52 a.m.

C++

591 +0

15,945 +17

4,450 +9

GitHub
pcl by PointCloudLibrary

Point Cloud Library (PCL)

created at Feb. 12, 2013, 4:40 p.m.

C++

426 +0

9,538 +25

4,587 +8

GitHub
cartographer by cartographer-project

Cartographer is a system that provides real-time simultaneous localization and mapping (SLAM) in 2D and 3D across multiple platforms and sensor configurations.

created at Aug. 2, 2016, 6:55 a.m.

C++

384 +0

6,985 +7

2,228 +3

GitHub
pytorch_geometric by pyg-team

Graph Neural Network Library for PyTorch

created at Oct. 6, 2017, 4:03 p.m.

Python

255 +0

20,333 +49

3,544 +7

GitHub
awesome-point-cloud-analysis by Yochengliu

A list of papers and datasets about point cloud analysis (processing)

created at April 24, 2019, 5:16 p.m.

Unknown languages

248 +0

3,964 +2

940 +0

GitHub
carla by carla-simulator

Open-source simulator for autonomous driving research.

created at Oct. 24, 2017, 9:06 a.m.

C++

243 +1

10,625 +30

3,414 +6

GitHub
Open3D by intel-isl

Open3D: A Modern Library for 3D Data Processing

created at Dec. 2, 2016, 4:40 p.m.

C++

197 +1

10,614 +36

2,207 +2

GitHub
meshlab by cnr-isti-vclab

The open source mesh processing system

created at Nov. 7, 2016, 12:03 a.m.

C++

160 +0

4,471 +12

811 +2

GitHub
pytorch3d by facebookresearch

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

created at Oct. 25, 2019, 2:23 a.m.

Python

148 +0

8,384 +24

1,264 +4

GitHub
awesome-robotics-libraries by jslee02

sunglasses A curated list of robotics libraries and software

created at April 16, 2016, 8:44 p.m.

Unknown languages

125 +0

2,137 +5

418 +0

GitHub
libpointmatcher by norlab-ulaval

An Iterative Closest Point (ICP) library for 2D and 3D mapping in Robotics

created at Jan. 18, 2011, 10 a.m.

C++

87 +0

1,553 +3

538 -1

GitHub
simulator by lgsvl

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

created at July 2, 2018, 10:07 p.m.

C#

85 +0

2,215 +3

764 +0

GitHub
LeGO-LOAM by RobustFieldAutonomyLab

LeGO-LOAM: Lightweight and Ground-Optimized Lidar Odometry and Mapping on Variable Terrain

created at July 5, 2018, 2:46 p.m.

C++

79 +0

2,295 +5

1,112 +1

GitHub
LIO-SAM by TixiaoShan

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

created at July 1, 2020, 3:44 a.m.

C++

79 +0

3,121 +13

1,187 +5

GitHub
awesome-slam-datasets by youngguncho

A curated list of awesome datasets for SLAM

created at May 13, 2018, 4:54 p.m.

Unknown languages

62 -1

1,615 +0

329 +1

GitHub
semantic-segmentation-editor by Hitachi-Automotive-And-Industry-Lab

Web labeling tool for bitmap images and point clouds

created at July 25, 2018, 7:44 a.m.

JavaScript

59 +0

1,732 +3

430 +1

GitHub
Pcx by keijiro

Point cloud importer & renderer for Unity

created at Oct. 24, 2017, 4:12 p.m.

C#

54 +0

1,311 +4

193 +2

GitHub
AWSIM by tier4

Open source simulator for self-driving vehicles

created at Oct. 14, 2022, 12:48 a.m.

C#

53 +0

455 +6

85 +3

GitHub
frustum-pointnets by charlesq34

Frustum PointNets for 3D Object Detection from RGB-D Data

created at April 5, 2018, 4:56 p.m.

Python

46 +0

1,564 +1

535 +0

GitHub