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tzutalin/awesome-visual-slam

A curated list of open-source vision-based SLAM and Visual Odometry projects, blogs, and research papers for developers working on computer vision and robotics.

2.4K
Archived
Computer Vision
Documentation
#computer-vision#robotics#slam

google-research-datasets/Objectron

A dataset of annotated 3D object videos for training computer vision and augmented reality models.

2.3K
Archived
Jupyter Notebook
Computer Vision
Datasets
PyTorch
#3d-vision#object-detection#point-cloud

MIT-SPARK/TEASER-plusplus

A fast and robust C++ library for 3D point cloud registration, useful for robotics and SLAM applications.

2.2K
Stable
C++
Computer Vision
API Frameworks
#3d-reconstruction#3d-registration#optimization

norlab-ulaval/libpointmatcher

An open-source C++ library for 2D and 3D mapping in robotics using Iterative Closest Point (ICP) algorithms.

1.8K
Stable
C++
API Frameworks
Databases
ROS
#robotics#lidar#point-clouds

erikwijmans/Pointnet2_PyTorch

PyTorch implementation of the PointNet2/PointNet++ architecture for processing point cloud data.

1.8K
Experimental
Python
Computer Vision
PyTorch
#point-cloud#pointnet2#pytorch

facebookresearch/votenet

A deep learning-based 3D object detection library for point cloud data, useful for robotics and autonomous systems.

1.7K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#3d-object-detection#point-cloud#deep-learning

ankitdhall/lidar_camera_calibration

ROS package for LiDAR-Camera Calibration using 3D-3D Point correspondences

1.7K
Stable
C++
Computer Vision
Robotics
ROS
#lidar#camera#calibration

charlesq34/frustum-pointnets

A Python library for 3D object detection from RGB-D data using deep learning.

1.7K
Archived
Python
Computer Vision
Python
#3d-object-detection#point-cloud#rgb-d

LiangliangNan/Easy3D

A lightweight C++ and Python library for processing and rendering 3D data, with tools for geometry, visualization, and more.

1.6K
Experimental
C++
Frontend Frameworks
Databases
#3d-modeling#computer-graphics#geometry-processing

koide3/fast_gicp

A fast, efficient open-source C++ library for point cloud registration using GICP algorithms.

1.6K
Experimental
C++
Computer Vision
CLI Tools
C++
#point-cloud#registration#scan-matching

fwilliams/point-cloud-utils

An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.

1.5K
Stable
C++
Computer Vision
Databases
Python
#point-cloud#3d-geometry#mesh-processing

daavoo/pyntcloud

A Python library for working with 3D point clouds.

1.5K
Active
Python
#3d-point-clouds#python-library#point-clouds

keijiro/Pcx

A Unity plugin for importing and rendering point cloud data, useful for 3D scanning and visualization.

1.5K
Archived
C#
Graphics
IDE Extensions
Unity
#3d-visualization#point-cloud#unity-plugin

mikeroyal/Photogrammetry-Guide

A comprehensive guide to the powerful photogrammetry technique used for 3D reconstruction, surveying, and more.

1.4K
Experimental
Python
API Frameworks
Geospatial Data
Python
#photogrammetry#3d-reconstruction#geospatial

yangyanli/PointCNN

PointCNN: A deep learning model for point cloud processing and feature extraction.

1.4K
Archived
Python
#point-cloud#convolutional-neural-networks#deep-learning

ahundt/awesome-robotics

A curated list of awesome robotics libraries and tools for developers interested in robotics and automation.

1.3K
Archived
Computer Vision
Robotics
#robotics#computer-vision#machine-learning

PRBonn/depth_clustering

Fast and robust clustering of point clouds generated with a Velodyne sensor, useful for robotics and autonomous driving applications.

1.3K
Archived
C++
Robotics
API Frameworks
#lidar#point-cloud#segmentation

patrick-llgc/Learning-Deep-Learning

A collection of paper reading notes on deep learning and machine learning topics.

1.2K
Active
Jupyter Notebook
Computer Vision
Tutorials & Courses
#deep-learning#machine-learning#computer-vision

szenergy/awesome-lidar

An awesome list of LIDAR hardware, software, datasets, and tools for autonomous driving and 3D applications.

1.2K
Active
Robotics
Databases
#lidar#3d#pointcloud

hku-mars/livox_camera_calib

Automatically calibrates high-resolution LiDAR and camera in targetless scenes.

1.2K
Archived
C++
C++
#calibration#point-cloud#LiDAR

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