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Point cloud

14 repositories found

WebODM

WebODM

WebODM
Python AI analysis

WebODM is a user-friendly, commercial-grade application for processing aerial drone imagery into georeferenced maps, point clouds, elevation models,...

Production ready Beginner friendly Niche use case
drone maps photogrammetry
4k
1.2k
42
14/wk
active
7/10 Agriculture
CloudCompare

CloudCompare

CloudCompare
C++ AI analysis

CloudCompare is a specialized 3D point cloud and triangular mesh processing software designed for comparing point clouds (e.g., from laser scanners)...

Production ready Niche use case
point-cloud
4.6k
1.2k
290
15/wk
active
7/10 Science
OpenDroneMap

OpenDroneMap

ODM
Python AI analysis

ODM is a command-line toolkit that converts aerial drone imagery into georeferenced maps, point clouds, 3D textured models, and digital elevation...

Production ready Niche use case
aerial-imagery drone photogrammetry
6.2k
1.3k
115
18/wk
active
8/10 Agriculture
stereolabs

stereolabs

zed-sdk
C++ AI analysis

The ZED SDK is a cross-platform C++ library for stereo vision and depth-perception hardware (ZED cameras), enabling real-time 3D reconstruction,...

Production ready Niche use case
computer-vision depth-camera depth-estimation
1.2k
507
6
3/wk
recent
8/10 AI & ML
gkjohnson

gkjohnson

three-mesh-bvh
JavaScript AI analysis

three-mesh-bvh is a Bounding Volume Hierarchy implementation optimized for three.js that dramatically accelerates raycasting and spatial queries...

Production ready Single maintainer Niche use case
acceleration bounds bounds-hierarchy
3.4k
328
82
7/wk
active
8/10 Gaming
google

google

draco
C++ AI analysis

Draco is a specialized C++ library for compressing and decompressing 3D geometric meshes and point clouds, maintained by Google. It is specifically...

Production ready Niche use case
compression mesh point-cloud
7.4k
1.1k
172
14/wk
recent
8/10 Media
CGAL

CGAL

cgal
C++ AI analysis

CGAL is a comprehensive C++ library providing efficient, reliable algorithms for computational geometry, serving researchers, engineers, and...

Production ready Niche use case
algorithms arrange boolean-operations
6k
1.6k
676
11/wk
active
8/10 Science
cdcseacave

cdcseacave

openMVS
C++ AI analysis

OpenMVS is a specialized C++ library for the final stage of photogrammetry pipelines: converting sparse point clouds and camera poses into dense,...

Production ready Niche use case
dense-point-cloud dense-reconstruction mesh
4k
979
387
7/wk
recent
8/10 Science
neka-nat

neka-nat

cupoch
C++ AI analysis

Cupoch is a GPU-accelerated 3D data processing library for robotics applications, implementing algorithms for point cloud registration, collision...

Production ready Single maintainer Niche use case
collision-detection cuda distance-transform
1.1k
118
24
1/wk
recent
7/10 IoT
Pointcept

Pointcept

Pointcept
Python AI analysis

Pointcept is a research-focused codebase for point cloud perception, implementing state-of-the-art models like Utonia, Concerto, Sonata, and Point...

Niche use case
point-cloud pytorch
3.1k
394
359
active
8/10 AI & ML
open-mmlab

open-mmlab

OpenPCDet
Python AI analysis

OpenPCDet is a toolbox for LiDAR-based 3D object detection in autonomous driving, providing implementations of multiple state-of-the-art algorithms...

Production ready Niche use case
autonomous-driving object-detection point-cloud
5.6k
1.5k
32
8/wk
slow
8/10 AI & ML
cnr-isti-vclab

cnr-isti-vclab

meshlab
C++ AI analysis

MeshLab is an open-source, cross-platform system for processing and editing unstructured 3D triangular meshes, built on the VCGlib library. It serves...

Production ready Niche use case
mesh mesh-editing mesh-generation
5.8k
905
197
5/wk
slow
8/10 Science
PointCloudLibrary

PointCloudLibrary

pcl
C++ AI analysis

Point Cloud Library (PCL) is a mature, established C++ library for working with 3D point cloud data, offering algorithms for filtering, feature...

Production ready Niche use case
c-plus-plus computer-vision cpp
11k
4.7k
582
8/wk
slow
7/10 Science
url-kaist

url-kaist

patchwork-plusplus
C++ AI analysis

Patchwork++ is a fast and robust ground segmentation algorithm for 3D LiDAR point clouds, published at IROS'22. It is specifically designed for...

Production ready Niche use case
detection ground ground-detection
1k
150
2
slow
8/10 AI & ML