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Point cloud

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A point cloud is a set of data points in space. The points represent a 3D shape or object. Each point has its set of X, Y and Z coordinates.

Here are 2,932 public repositories matching this topic...

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All 2,932 Python 1,444 C++ 529 Jupyter Notebook 168 JavaScript 110 TypeScript 81 HTML 66 C# 63 Rust 49 MATLAB 37 C 31
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editor

pascalorg / editor

Star 25.5k

Open-source 3D architecture software for AECO, scan-to-BIM. Agent-friendly, browser-first, MCP, CLI.

cli threejs mcp point-cloud cad bim openbim ifc 3d-scanning 3d webgpu interior-design ai-agents aec floor-plan local-first building-design mcp-server agent-skills scan-to-bim
  • Updated Nov 11, 2026
  • TypeScript

PointCloudLibrary / pcl

Star 11.2k

Point Cloud Library (PCL)

c-plus-plus computer-vision cpp point-cloud pcl pointcloud
  • Updated Nov 4, 2026
  • C++

CVHub520 / X-AnyLabeling

Sponsor
Star 11k

X-AnyLabeling: A lightweight, efficient, and unified cross-platform desktop application for annotating text, image, video, point cloud and multimodal data, combining versatile built-in tools with state-of-the-art AI models and flexible multi-format export.

machine-learning ocr ai computer-vision deep-learning point-cloud sam yolo image-classification object-detection pose-estimation paddlepaddle instance-segmentation image-matting image-labeling-tool onnxruntime image-annotation-tool rotated-object-detection vision-language-model groundingdino
  • Updated Nov 8, 2026
  • Python

timzhang642 / 3D-Machine-Learning

Star 10.2k

A resource repository for 3D machine learning

machine-learning voxel point-cloud primitives mesh neural-networks papers constructive-solid-geometries 3d 3d-reconstruction
  • Updated Jul 4, 2024

google / draco

Star 7.6k

Draco is a library for compressing and decompressing 3D geometric meshes and point clouds. It is intended to improve the storage and transmission of 3D graphics.

compression point-cloud mesh 3d-graphics
  • Updated Nov 11, 2026
  • C++

OpenDroneMap / ODM

Star 6.6k

A command line toolkit to generate maps, point clouds, 3D models and DEMs from drone, balloon or kite images. 📷

drone structure-from-motion point-cloud uas aerial-imagery photogrammetry
  • Updated Nov 11, 2026
  • Python

open-mmlab / mmdetection3d

Star 6.6k

OpenMMLab's next-generation platform for general 3D object detection.

point-cloud pytorch object-detection 3d-object-detection
  • Updated Jul 10, 2024
  • Python
cgal

CGAL / cgal

Star 6.1k

The public CGAL repository, see the README below

c-plus-plus library algorithms cpp geometry triangulation cgal point-cloud polygon computational-geometry voronoi-diagram geometry-processing meshes boolean-operations template-library mesh-processing arrange
  • Updated Nov 5, 2026
  • C++

cnr-isti-vclab / meshlab

Star 5.9k

The open source mesh processing system

point-cloud mesh mesh-generation 3d-printing 3d-scanning 3d 3d-reconstruction 3d-models mesh-processing mesh-editing mesh-simplification triangle-mesh
  • Updated Nov 2, 2026
  • C++

open-mmlab / OpenPCDet

Star 5.8k

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

point-cloud pytorch object-detection autonomous-driving 3d-detection pv-rcnn
  • Updated Oct 8, 2025
  • Python

charlesq34 / pointnet

Star 5.5k

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

neural-network tensorflow point-cloud classification segmentation geometry-processing
  • Updated Nov 30, 2023
  • Python

yanx27 / Pointnet_Pointnet2_pytorch

Star 5k

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

visualization point-cloud pytorch classification segmentation shapenet modelnet pointcloud pointnet pointnet2 s3dis
  • Updated Apr 24, 2024
  • Python

CloudCompare / CloudCompare

Star 4.9k

CloudCompare main repository

point-cloud 3d-point-clouds
  • Updated Nov 9, 2026
  • C++
WebODM

WebODM / WebODM

Star 4.3k

User-friendly, commercial-grade software for processing aerial imagery. ✈️ Download it for free!

uav drone maps point-cloud photogrammetry
  • Updated Nov 9, 2026
  • Python
openMVS

cdcseacave / openMVS

Sponsor
Star 4.2k

open Structure-fom-Motion and Multi-View Stereo reconstruction library

structure-from-motion texture point-cloud mesh refinement stereo multi-view-stereo surface 3d-reconstruction stereo-vision stereo-matching stereo-reconstruction-library spherical-camera sgm dense-reconstruction openmvs dense-point-cloud semi-global-matching video-tracking patch-match
  • Updated Nov 12, 2026
  • C++

Ly0n / awesome-robotic-tooling

Sponsor
Star 3.9k

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

python machine-learning awesome robot cplusplus cpp robotics mapping aerospace point-cloud artificial-intelligence ros lidar self-driving-car awesome-list automotive slam autonomous-driving robotic ros2
  • Updated Nov 20, 2023

charlesq34 / pointnet2

Star 3.7k

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

deep-learning point-cloud classification segmentation 3d-shape
  • Updated Aug 26, 2022
  • Python
three-mesh-bvh

gkjohnson / three-mesh-bvh

Star 3.6k

A BVH implementation to speed up raycasting and enable spatial queries against three.js meshes.

threejs tree performance acceleration geometry graphics distance webvr point-cloud raycast mesh intersection raytracing bvh bounds pathtracing three-js pointcloud bounds-hierarchy three-mesh-bvh
  • Updated Nov 12, 2026
  • JavaScript

Pointcept / Pointcept

Star 3.3k

Pointcept: Perceive the world with sparse points, a codebase for point cloud perception research. Latest works: Utonia (ICML'26), Concerto (NeurIPS'25), Sonata (CVPR'25 Highlight), PTv3 (CVPR'24 Oral)

point-cloud pytorch 3d-vision
  • Updated Nov 3, 2026
  • Python

zhulf0804 / 3D-PointCloud

Star 2.9k

Papers and Datasets about Point Cloud.

completion detection point-cloud registration classification generation segmentation papers datasets autonomous-driving monocular
  • Updated Aug 30, 2024
  • Python
Followers
160 followers
Website
github.com/topics/point-cloud
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3d lidar mesh
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