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PointCloudLibrary/pcl

Point Cloud Library (PCL) is a powerful open-source library for 3D computer vision and point cloud processing.

10.9K
Active
C++
Computer Vision
#computer-vision#point-cloud#pointcloud

timzhang642/3D-Machine-Learning

A comprehensive repository of resources for 3D machine learning, including papers, datasets, and frameworks.

10.1K
Archived
Computer Vision
#3d-machine-learning#point-cloud#mesh

google/draco

Draco is a C++ library for compressing and decompressing 3D geometric meshes and point clouds.

7.2K
Active
C++
Compression
Animation & Motion
#3d-graphics#point-cloud#mesh

OpenDroneMap/ODM

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

5.9K
Stable
Python
Computer Vision
API Frameworks
Python
#aerial-imagery#drone#photogrammetry

CGAL/cgal

CGAL is a C++ library providing a wide range of advanced algorithms and data structures for computational geometry and geometric processing.

5.8K
Active
C++
API Frameworks
Databases
#algorithms#geometry#computational-geometry

cnr-isti-vclab/meshlab

An open-source mesh processing system for 3D modeling, reconstruction, and editing.

5.6K
Active
C++
Backend Frameworks
Databases
#3d-modeling#mesh-processing#point-cloud

open-mmlab/OpenPCDet

A toolbox for 3D object detection using LiDAR point clouds, focused on autonomous driving use cases.

5.5K
Stable
Python
Computer Vision
API Frameworks
PyTorch
#3d-detection#autonomous-driving#object-detection

charlesq34/pointnet

PointNet is a deep learning model for 3D classification and segmentation on point cloud data.

5.4K
Archived
Python
Computer Vision
API Frameworks
TensorFlow
#point-cloud#classification#segmentation

yanx27/Pointnet_Pointnet2_pytorch

PyTorch implementation of PointNet and PointNet++ for 3D point cloud classification and segmentation.

4.7K
Archived
Python
Computer Vision
Databases
PyTorch
#point-cloud#classification#segmentation

CloudCompare/CloudCompare

CloudCompare is a powerful 3D point cloud processing and visualization tool, primarily used for 3D data analysis.

4.4K
Active
C++
Backend Frameworks
Databases
#3d-point-cloud#visualization#data-analysis

cdcseacave/openMVS

openMVS is a C++ library for 3D reconstruction from multi-view stereo images.

3.9K
Active
C++
3D Reconstruction
Point Clouds
#3d-reconstruction#multi-view-stereo#point-cloud

Ly0n/awesome-robotic-tooling

A curated list of tools for professional robotic development in C++ and Python with ROS, autonomous driving, and aerospace.

3.7K
Archived
Robotics
CLI Tools
#robotics#autonomous-driving#aerospace

OpenDroneMap/WebODM

An open-source, user-friendly software for processing aerial imagery and creating 3D maps and point clouds.

3.7K
Active
Python
API Frameworks
Databases
Python
#drone#maps#photogrammetry

charlesq34/pointnet2

Deep learning library for point clouds in 3D space

3.6K
Archived
Python
React
#deep-learning#point-cloud#3d-shape

gkjohnson/three-mesh-bvh

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

3.2K
Active
JavaScript
Frontend Frameworks
API Frameworks
Three.js
#three-js#raycast#spatial-queries

zhulf0804/3D-PointCloud

A comprehensive collection of papers and datasets for 3D point cloud processing, useful for developers working on autonomous driving and computer vision.

2.9K
Archived
Python
Computer Vision
Datasets
Python
#point-cloud#autonomous-driving#classification

Pointcept/Pointcept

Pointcept is a codebase for point cloud perception research, featuring the latest works on 3D computer vision.

2.9K
Active
Python
Computer Vision
API Frameworks
PyTorch
#3d-vision#point-cloud#computer-vision

torch-points3d/torch-points3d

A PyTorch framework for deep learning on point clouds, with support for various point cloud-related tasks.

2.7K
Active
Python
Computer Vision
Databases
PyTorch
#point-cloud#segmentation#deep-learning

jlblancoc/nanoflann

A C++11 header-only library for Nearest Neighbor search with KD-trees

2.6K
Stable
C++
LLM Frameworks
React
#nearest-neighbor-search#kd-trees#c++11

CesiumGS/3d-tiles

Specification for streaming massive heterogeneous 3D geospatial datasets across the web.

2.4K
Active
Batchfile
Frontend Frameworks
Databases
#3d-models#geospatial#gis

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