apollo by ApolloAuto

An open autonomous driving platform

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

1,111 +0

24,609 +32

9,602 +7

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.

592 +1

15,983 +21

4,465 +8

pcl by PointCloudLibrary

Point Cloud Library (PCL)

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

424 +0

9,581 +26

4,590 +2

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.

385 +1

7,002 +11

2,234 +1

carla by carla-simulator

Open-source simulator for autonomous driving research.

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

245 +1

10,687 +30

3,431 +7

Open3D by intel-isl

Open3D: A Modern Library for 3D Data Processing

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

197 +0

10,673 +27

2,217 +7

meshlab by cnr-isti-vclab

The open source mesh processing system

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

159 +0

4,496 +10

813 +2

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.

87 +0

1,565 +6

540 +1

LIO-SAM by TixiaoShan

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

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

80 +1

3,142 +4

1,191 +4

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.

79 +0

2,303 +4

1,112 +0

velodyne by ros-drivers

ROS support for Velodyne 3D LIDARs

created at April 3, 2013, 10:37 p.m.

46 +0

626 +0

638 +0

gazebo-classic by gazebosim

Gazebo classic. For the latest version, see https://github.com/gazebosim/gz-sim

created at April 19, 2020, 4:26 a.m.

36 +0

1,147 +2

475 +1

removert by gisbi-kim

Remove then revert (IROS 2020)

created at Aug. 27, 2020, 4:33 a.m.

18 +0

510 +1

104 +1

AVData by Ford

Autonomous Vehicle Seasonal Dataset

created at Jan. 13, 2020, 9:38 p.m.

18 +0

290 +0

68 +0

plane_seg by ori-drs

Plane Segmentation Utilites

created at Nov. 12, 2019, 11:25 a.m.

17 +0

155 +0

37 +0

patchwork by LimHyungTae

SOTA fast and robust ground segmentation using 3D point cloud (accepted in RA-L'21 w/ IROS'21)

created at June 17, 2021, 4:16 a.m.

13 +0

425 +3

71 +0

linefit_ground_segmentation by lorenwel

Ground Segmentation from Lidar Point Clouds

created at Oct. 24, 2016, 8:03 a.m.

13 +0

616 +2

145 +0

rangenet_lib by PRBonn

Inference module for RangeNet++ (milioto2019iros, chen2019iros)

created at Oct. 10, 2019, 2:17 p.m.

13 +0

297 +4

71 +0

urban_road_filter by jkk-research

Real-time LIDAR-based Urban Road and Sidewalk detection for Autonomous Vehicles 🚗

created at June 7, 2021, 7:42 a.m.

6 +0

274 +0

76 +0

patchwork-plusplus-ros by url-kaist

ROS & ROS2 Implementation of Patchwork++

created at July 26, 2022, 1:12 p.m.

6 +0

289 +2

65 +0