Point Cloud Library (PCL)
- pcl
- c-plus-plus
- cpp
- pointcloud
Repository Index
47,133 repositories indexed
1–18 of 18 · Most stars
A resource repository for 3D machine learning
- 3d-reconstruction
- papers
- neural-networks
- 3d
OpenMMLab's next-generation platform for general 3D object detection.
- pytorch
- 3d-object-detection
- object-detection
- point-cloud
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
- point-cloud
- 3d-detection
- autonomous-driving
- pv-rcnn
A collection of GICP-based fast point cloud registration algorithms
- point-cloud
- pcl
- gicp
- icp
World's first general purpose 3D object detection codebse.
- nuscenes
- 3d-object-detection
- point-cloud
- object-detection
A curated list of awesome links and software libraries that are useful for robots.
PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)
- pointcloud
- convolutional-neural-networks
- deep-neural-networks
- machine-learning
Super Fast and Accurate 3D Object Detection based on 3D LiDAR Point Clouds (The PyTorch implementation)
- 3d-object-detection
- lidar-point-cloud
- bevmap
- center
Robotics with GPU computing
A Modular Optimization framework for Localization and mApping (MOLA)
- slam
- lidar
- lidar-point-cloud
- localization
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs
- point-cloud
- partition
- semantic-segmentation
- pytorch
Light-weight camera LiDAR calibration package for ROS using OpenCV and PCL (PnP + LM optimization)
- ros-kinetic
- camera-calibration
- lidar-camera-calibration
- point-cloud
Implementation of SqueezeSeg, convolutional neural networks for LiDAR point clout segmentation
- lidar-point-cloud
- autonomous-vehicles
- deep-neural-networks
A list of resources about deep learning solutions on 3D shape processing
- 3d-models
- 3d-reconstruction
- 3d-representation
- point-cloud
DH3D: Deep Hierarchical 3D Descriptors for Robust Large-Scale 6DOF Relocalization
- point-cloud
- deep-learning
- relocalization
- feature-learning
A graphical user interface to annotate point clouds and 3D data.
- point-cloud
- lidar
- computer-vision
- cpp
Pixano Elements - Re-usable web components dedicated to data annotation tasks.
- computer-vision
- annotation-tool
- deep-learning
- web-components