#Lidar

Showing 47 of 47 repositories tagged #lidar, ranked by stars

HumanSignal
HumanSignal
awesome-data-labeling

A curated list of awesome data labeling tools

Score
91
β˜… 4.3k β‘‚ 477 +4/day
Ly0n
Ly0n
awesome-robotic-tooling

Tooling for professional robotic development in C++ and Python with a touch of ROS, autonomous driving and aerospace.

Score
67
β˜… 3.9k β‘‚ 545 +3/day
isl-org
isl-org
Open3D-ML

An extension of Open3D to address 3D Machine Learning tasks

Score
100
β˜… 2.3k β‘‚ 365 +5/day
Python
laboshinl
laboshinl
loam_velodyne

Laser Odometry and Mapping (Loam) is a realtime method for state estimation and mapping using a 3D lidar.

Score
86
β˜… 1.8k β‘‚ 958 β€”
C++
Vincentqyw
Vincentqyw
cv-arxiv-daily

πŸŽ“Automatically Update CV Papers Daily using Github Actions

Score
100
β˜… 1.5k β‘‚ 561 β€”
Python
MOLAorg
MOLAorg
mola

A Modular Optimization framework for Localization and mApping (MOLA)

Score
95
β˜… 954 β‘‚ 139 +1/day
C++
rsasaki0109
rsasaki0109
lidar_slam_ros2

ROS 2 LiDAR SLAM for pointcloud-map authoring, benchmarking, and Autoware-compatible map workflows.

Score
100
β˜… 827 β‘‚ 167 +2/day
Python
w111liang222
w111liang222
lidar-slam-detection

LSD (LiDAR SLAM & Detection) is an open source perception architecture for autonomous vehicle/robotic

Score
77
β˜… 755 β‘‚ 155 β€”
C++
PRBonn
PRBonn
LiDAR-MOS

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

Score
59
β˜… 686 β‘‚ 111 +2/day
Python
fangchangma
fangchangma
self-supervised-depth-completion

ICRA 2019 "Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera"

Score
68
β˜… 654 β‘‚ 135 β€”
Python
heremaps
heremaps
pptk

The Point Processing Toolkit (pptk) is a Python package for visualizing and processing 2-d/3-d point clouds.

Score
75
β˜… 634 β‘‚ 112 +1/day
C++
mit-han-lab
mit-han-lab
spvnas

[ECCV 2020] Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution

Score
50
β˜… 621 β‘‚ 113 +1/day
Python
sieuwe1
sieuwe1
Autonomous-Ai-drone-scripts

State of the art autonomous navigation scripts using Ai, Computer Vision, Lidar and GPS to control an arducopter based quad copter.

Score
73
β˜… 610 β‘‚ 163 +3/day
Python
TokyoYoshida
TokyoYoshida
ExampleOfiOSLiDAR

Example Of iOS ARKit LiDAR

Score
100
β˜… 550 β‘‚ 84 β€”
Swift
rsasaki0109
rsasaki0109
lidar_localization_ros2

3D LIDAR Localization using NDT/GICP and pointcloud map in ROS 2 (Not SLAM)

Score
83
β˜… 525 β‘‚ 116 +4/day
Python
wvangansbeke
wvangansbeke
Sparse-Depth-Completion

Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI) [MVA 2019]

Score
45
β˜… 509 β‘‚ 77 β€”
Python
davidcaron
davidcaron
pclpy

Python bindings for the Point Cloud Library (PCL)

Score
36
β˜… 453 β‘‚ 60 β€”
Python
Yarroudh
Yarroudh
segment-lidar

Python package for segmenting LiDAR data using Segment-Anything Model (SAM) from Meta AI.

Score
32
β˜… 365 β‘‚ 40 +3/day
Python
Haiyang-W
Haiyang-W
UniTR

[ICCV2023] Official Implementation of "UniTR: A Unified and Efficient Multi-Modal Transformer for Bird’s-Eye-View Representation"

Score
27
β˜… 355 β‘‚ 23 β€”
Python
luoxuhai
luoxuhai
NightVision

πŸ“± Night Vision - LiDAR Scanner, iOS application developed based on React Native | ε€œθ§†δ»ͺ - ζΏ€ε…‰ι›·θΎΎζ‰«ζζˆεƒοΌŒεŸΊδΊŽ React Native εΌ€ε‘ηš„ iOS 应用。App Store ζŽ’ε 27 πŸ”₯

Score
50
β˜… 316 β‘‚ 35 β€”
TypeScript
worldbench
worldbench
WorldLens

[CVPR 2026 Oral] WorldLens: Full-Spectrum Evaluations of Driving World Models in Real World

Score
100
β˜… 236 β‘‚ 19 +5/day
Python
worldbench
worldbench
LiDARCrafter

[AAAI 2026 Oral] LiDARCrafter: Dynamic 4D World Modeling from LiDAR Sequences

Score
50
β˜… 197 β‘‚ 13 +1/day
Python
ai4ce
ai4ce
Occ4cast

Occ4cast: LiDAR-based 4D Occupancy Completion and Forecasting

Score
23
β˜… 157 β‘‚ 13 β€”
Python
JdeRobot
JdeRobot
PerceptionMetrics

A toolkit designed to unify and streamline the evaluation of object detection and segmentation models across different sensor modalities, frameworks, and datasets.

Score
82
β˜… 111 β‘‚ 107 β€”
Python
csiro-robotics
csiro-robotics
Wild-Places

🏞️ [IEEE ICRA2023] The official repository for paper "Wild-Places: A Large-Scale Dataset for Lidar Place Recognition in Unstructured Natural Environments" To appear in 2023 IEEE International Conference on Robotics and Automation (ICRA)

Score
50
β˜… 100 β‘‚ 3 β€”
Python
Ilya-Fradlin
Ilya-Fradlin
Interactive4D

[ICRA 2025] Interactive4D: Interactive 4D LiDAR Segmentation

Score
33
β˜… 100 β‘‚ 7 β€”
Python
BerensRWU
BerensRWU
DenseMap

Creates a dense depth map from LiDAR point clouds.

Score
17
β˜… 100 β‘‚ 15 β€”
Python
GIScience
GIScience
helios

HELIOS - the Heidelberg LiDAR Operations Simulator - is a software package for interactive real-time simulation and visualisation of terrestrial, mobile and airborne laser scan surveys written in Java.

Score
50
β˜… 99 β‘‚ 40 +1/day
Java
l1997i
l1997i
LiM3D

πŸ”₯(CVPR 2023) Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation

Score
14
β˜… 97 β‘‚ 6 β€”
Python
AutoAILab
AutoAILab
FusionDepth

Official implementation for paper "Advancing Self-supervised Monocular Depth Learning with Sparse LiDAR"

Score
9
β˜… 95 β‘‚ 7 β€”
Python
tum-traffic-dataset
tum-traffic-dataset
tum-traffic-dataset-dev-kit

TUM Traffic Dataset Development Kit

Score
64
β˜… 91 β‘‚ 11 β€”
Python
strayrobots
strayrobots
3d-annotation-tool

A graphical user interface to annotate point clouds and 3D data.

Score
18
β˜… 90 β‘‚ 13 β€”
C++
VUKOZ-OEL
VUKOZ-OEL
3d-forest

Visualization, processing and analysis of Lidar point clouds, mainly focused on forest environment. New version of 3D Forest. Process files with terabytes of data. Edit new point attributes. Simple addition of new features by plugins.

Score
88
β˜… 90 β‘‚ 13 β€”
C++
BEAMRobotics
BEAMRobotics
beam_slam

Tightly coupled lidar-visual-inertial slam using the fuse framework

Score
5
β˜… 90 β‘‚ 7 β€”
C++
beatTheSystem42
beatTheSystem42
MetalWorldTextureScan

Scan the environment and create a textured mesh with ARKit

Score
0
β˜… 89 β‘‚ 18 β€”
Swift
ika-rwth-aachen
ika-rwth-aachen
MultiCorrupt

[IV2024] MultiCorrupt: A benchmark for robust multi-modal 3D object detection, evaluating LiDAR-Camera fusion models in autonomous driving. Includes diverse corruption types (e.g., misalignment, miscalibration, weather) and severity levels. Assess model performance under challenging conditions.

Score
55
β˜… 86 β‘‚ 7 β€”
Jupyter Notebook
csiro-robotics
csiro-robotics
WildScenes

[IJRR2024] The official repository for the WildScenes: A Benchmark for 2D and 3D Semantic Segmentation in Natural Environments

Score
0
β˜… 86 β‘‚ 8 β€”
Python
karttapullautin
karttapullautin
karttapullautin

Source code of the rust implementation of Karttapullautin

Score
0
β˜… 84 β‘‚ 14 β€”
Rust
chalmers-revere
chalmers-revere
opendlv

OpenDLV - A modern microservice-based software ecosystem powered by libcluon to make vehicles autonomous.

Score
0
β˜… 81 β‘‚ 16 β€”
CMake
MOGI-ROS
MOGI-ROS
Week-1-8-Cognitive-robotics

Machine learning based line following using TurtleBot3 with ROS2 Jazzy and Gazebo Harmonic

Score
0
β˜… 76 β‘‚ 9 +4/day
Python
egolens
egolens
egolens

Browser-based 3D perception explorer for Waymo, nuScenes, and Argoverse 2

Score
62
β˜… 72 β‘‚ 10 +1/day
TypeScript
mithi
mithi
fusion-ekf-python

An extended Kalman Filter implementation in Python for fusing lidar and radar sensor measurements

Score
38
β˜… 70 β‘‚ 29 β€”
Jupyter Notebook
rvp-group
rvp-group
vbr-devkit

Vision Benchmark in Rome Development Kit

Score
41
β˜… 65 β‘‚ 0 +1/day
Python
taroz
taroz
ge-drive-visualizer

Visualization of vehicle position and pose estimation in Google Earth

Score
0
β˜… 62 β‘‚ 4 +1/day
MATLAB
idsc-frazzoli
idsc-frazzoli
retina

interfaces and algorithms for event based cameras, lidars, and actuators

Score
25
β˜… 59 β‘‚ 26 β€”
MATLAB
kcg2015
kcg2015
lidar_ground_plane_and_obstacles_detections

Python and C++ examples that show shows how to process 3-D Lidar data by segmenting the ground plane and finding obstacles.

Score
12
β˜… 46 β‘‚ 17 β€”
Jupyter Notebook
worldbench
worldbench
U4D

[CVPR 2026 Highlight] U4D: Uncertainty-Aware 4D World Modeling from LiDAR Sequences

Score
0
β˜… 28 β‘‚ 1 +1/day
Python
Related Topics
#computer-vision#deep-learning#point-cloud#slam#autonomous-driving#mapping#3d#visualization#pytorch#lidar-point-cloud#python#robotics

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