pointcloudset by virtual-vehicle

Efficient analysis of large datasets of point clouds recorded over time

created at June 8, 2021, 11:24 a.m.

4 +0

42 +0

6 -1

opcseg by peiyunh

Learning to Optimally Segment Point Clouds, RAL/ICRA 2020

created at Feb. 13, 2020, 9:47 p.m.

6 +0

22 +0

10 +0

simpleICP by pglira

Implementations of a rather simple version of the Iterative Closest Point algorithm in various languages.

created at May 19, 2020, 8:01 a.m.

7 +0

264 +2

57 +0

wysiwyg by peiyunh

WYSIWYG: Exploiting Visibility for 3D Object Detection, CVPR 2020 (Oral)

created at Dec. 16, 2019, 12:59 a.m.

11 +0

112 +0

16 +0

Urban_PointCloud_Processing by Amsterdam-AI-Team

Repository for automatic classification and labeling of Urban PointClouds using data fusion and region growing techniques.

created at June 11, 2021, 12:20 p.m.

11 +0

160 +2

28 +1

PolarSeg by edwardzhou130

Implementation for PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation (CVPR 2020)

created at Dec. 20, 2019, 8:54 p.m.

14 +0

363 +0

79 +0

LiDAR-MOS by PRBonn

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

created at June 20, 2021, 7:53 a.m.

14 +0

549 +2

103 +0

pyboreas by utiasASRL

Devkit for the Boreas autonomous driving dataset.

created at June 10, 2021, 6:12 p.m.

24 +0

85 +1

9 +0

OverlapNet by PRBonn

OverlapNet - Loop Closing for 3D LiDAR-based SLAM (chen2020rss)

created at May 12, 2020, 11:37 a.m.

27 +0

634 +0

114 +0

RandLA-Net by QingyongHu

🔥RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)

created at Nov. 25, 2019, 7:51 p.m.

30 +0

1,252 +2

316 +0

pyvista by pyvista

3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)

created at May 31, 2017, 6:01 p.m.

36 +0

2,403 +9

439 +3

kiss-icp by PRBonn

A LiDAR odometry pipeline that just works

created at Sept. 13, 2022, 1:15 p.m.

42 +1

1,397 +17

277 +1

Blender-Addon-Photogrammetry-Importer by SBCV

Addon to import different photogrammetry formats into Blender

created at Aug. 5, 2017, 4:35 p.m.

42 +0

860 +3

76 +0

bpy by uhlik

blender python scripts

created at June 12, 2014, 4:11 a.m.

43 +0

932 +3

102 +0

pyntcloud by daavoo

pyntcloud is a Python library for working with 3D point clouds.

created at Oct. 3, 2016, 4:16 p.m.

43 +0

1,378 +2

221 +0

frustum-pointnets by charlesq34

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

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

46 +0

1,564 +1

535 +0

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.

148 +0

8,384 +24

1,264 +4

pytorch_geometric by pyg-team

Graph Neural Network Library for PyTorch

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

255 +0

20,333 +49

3,544 +7