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

1,592 +2

538 +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++

84 +0

1,628 +8

549 +2

GitHub
SensorsCalibration by PJLab-ADG

OpenCalib: A Multi-sensor Calibration Toolbox for Autonomous Driving

created at Dec. 9, 2021, 8:08 a.m.

C++

48 +0

2,412 +7

581 +4

GitHub
velodyne by ros-drivers

ROS support for Velodyne 3D LIDARs

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

C++

46 +0

657 +2

650 -2

GitHub
simulator by lgsvl

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

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

C#

84 +0

2,288 +2

780 -1

GitHub
meshlab by cnr-isti-vclab

The open source mesh processing system

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

C++

160 +0

4,805 +12

827 +1

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

250 +0

4,065 +6

945 +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++

78 +0

2,411 +5

1,123 +2

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

3,471 +6

1,269 +3

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

149 +1

8,811 +20

1,315 +1

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

7,169 +11

2,254 +2

GitHub
Open3D by intel-isl

Open3D: A Modern Library for 3D Data Processing

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

C++

198 -1

11,472 +33

2,307 +2

GitHub
pytorch_geometric by pyg-team

Graph Neural Network Library for PyTorch

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

Python

252 +0

21,387 +49

3,670 +12

GitHub
carla by carla-simulator

Open-source simulator for autonomous driving research.

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

C++

247 +0

11,385 +35

3,694 +13

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++

590 +0

16,471 +22

4,589 +5

GitHub
pcl by PointCloudLibrary

Point Cloud Library (PCL)

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

C++

426 +0

10,004 +23

4,616 +0

GitHub
apollo by ApolloAuto

An open autonomous driving platform

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

C++

1,103 -2

25,219 +19

9,716 +0

GitHub