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Projects in Awesome Lists tagged with point-cloud

A curated list of projects in awesome lists tagged with point-cloud .

https://github.com/google/draco

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.

3d-graphics compression mesh point-cloud

Last synced: 16 Dec 2024

https://google.github.io/draco/

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.

3d-graphics compression mesh point-cloud

Last synced: 21 Nov 2024

https://github.com/open-mmlab/mmdetection3d

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

3d-object-detection object-detection point-cloud pytorch

Last synced: 16 Dec 2024

https://github.com/opendronemap/odm

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

aerial-imagery drone photogrammetry point-cloud structure-from-motion uas

Last synced: 17 Dec 2024

https://github.com/OpenDroneMap/ODM

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

aerial-imagery drone photogrammetry point-cloud structure-from-motion uas

Last synced: 05 Nov 2024

https://github.com/charlesq34/pointnet

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

classification geometry-processing neural-network point-cloud segmentation tensorflow

Last synced: 19 Dec 2024

https://github.com/open-mmlab/openpcdet

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

3d-detection autonomous-driving object-detection point-cloud pv-rcnn pytorch

Last synced: 17 Dec 2024

https://github.com/open-mmlab/OpenPCDet

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

3d-detection autonomous-driving object-detection point-cloud pv-rcnn pytorch

Last synced: 28 Oct 2024

https://github.com/yanx27/pointnet_pointnet2_pytorch

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

classification modelnet point-cloud pointcloud pointnet pointnet2 pytorch s3dis segmentation shapenet visualization

Last synced: 19 Dec 2024

https://github.com/yanx27/Pointnet_Pointnet2_pytorch

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

classification modelnet point-cloud pointcloud pointnet pointnet2 pytorch s3dis segmentation shapenet visualization

Last synced: 28 Oct 2024

https://github.com/cloudcompare/cloudcompare

CloudCompare main repository

3d-point-clouds point-cloud

Last synced: 17 Dec 2024

https://github.com/CloudCompare/CloudCompare

CloudCompare main repository

3d-point-clouds point-cloud

Last synced: 26 Oct 2024

https://github.com/charlesq34/pointnet2

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

3d-shape classification deep-learning point-cloud segmentation

Last synced: 28 Oct 2024

https://github.com/opendronemap/webodm

User-friendly, commercial-grade software for processing aerial imagery. 🛩

drone maps photogrammetry point-cloud uav

Last synced: 17 Dec 2024

https://github.com/OpenDroneMap/WebODM

User-friendly, commercial-grade software for processing aerial imagery. 🛩

drone maps photogrammetry point-cloud uav

Last synced: 27 Oct 2024

https://github.com/torch-points3d/torch-points3d

Pytorch framework for doing deep learning on point clouds.

deep-learning kpconv minkowskiengine point-cloud pointnet pytorch s3dis scannet segmentation

Last synced: 19 Dec 2024

https://github.com/cesiumgs/3d-tiles

Specification for streaming massive heterogeneous 3D geospatial datasets :earth_americas:

3d-models 3d-tiles geospatial gis gltf ogc photogrammetry point-cloud spatial-data specification terrain vector-data

Last synced: 03 Dec 2024

https://github.com/CesiumGS/3d-tiles

Specification for streaming massive heterogeneous 3D geospatial datasets :earth_americas:

3d-models 3d-tiles geospatial gis gltf ogc photogrammetry point-cloud spatial-data specification terrain vector-data

Last synced: 14 Nov 2024

https://github.com/buaacyw/meshanything

From anything to mesh like human artists. Official impl. of "MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers"

3d auto-regressive-model generative-ai generative-model large-language-models mesh mesh-generation point-cloud transformers

Last synced: 19 Dec 2024

https://github.com/buaacyw/MeshAnything

From anything to mesh like human artists. Official impl. of "MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers"

3d auto-regressive-model generative-ai generative-model large-language-models mesh mesh-generation point-cloud transformers

Last synced: 14 Nov 2024

https://github.com/traveller59/spconv

Spatial Sparse Convolution Library

point-cloud

Last synced: 17 Dec 2024

https://github.com/pointcept/pointcept

Pointcept: a codebase for point cloud perception research. Latest works: PTv3 (CVPR'24 Oral), PPT (CVPR'24), OA-CNNs (CVPR'24), MSC (CVPR'23)

3d-vision point-cloud pytorch

Last synced: 19 Dec 2024

https://github.com/facebookresearch/votenet

Deep Hough Voting for 3D Object Detection in Point Clouds

3d deep-learning object-detection point-cloud robotics voting

Last synced: 25 Sep 2024

https://github.com/charlesq34/frustum-pointnets

Frustum PointNets for 3D Object Detection from RGB-D Data

3d deep-learning object-detection point-cloud robotics

Last synced: 21 Dec 2024

https://github.com/ankitdhall/lidar_camera_calibration

ROS package to find a rigid-body transformation between a LiDAR and a camera for "LiDAR-Camera Calibration using 3D-3D Point correspondences"

3d-points aruco-markers calibration camera camera-calibration camera-frame data-fusion hesai lidar lidar-camera-calibration lidar-frame point-cloud point-clouds ros ros-kinetic ros-melodic stereo-cameras velodyne

Last synced: 21 Dec 2024

https://github.com/erikwijmans/pointnet2_pytorch

PyTorch implementation of Pointnet2/Pointnet++

hydra point-cloud pointnet2 pytorch pytorch-lightning

Last synced: 21 Dec 2024

https://github.com/v2ai/det3d

World's first general purpose 3D object detection codebse.

3d-object-detection autonomous-driving deep-learning kitti nuscenes object-detection point-cloud pytorch

Last synced: 21 Dec 2024

https://github.com/erikwijmans/Pointnet2_PyTorch

PyTorch implementation of Pointnet2/Pointnet++

hydra point-cloud pointnet2 pytorch pytorch-lightning

Last synced: 28 Oct 2024

https://github.com/V2AI/Det3D

World's first general purpose 3D object detection codebse.

3d-object-detection autonomous-driving deep-learning kitti nuscenes object-detection point-cloud pytorch

Last synced: 28 Oct 2024

https://github.com/keijiro/pcx

Point cloud importer & renderer for Unity

3d-scan graphics point-cloud shader unity unity3d

Last synced: 20 Dec 2024

https://github.com/keijiro/Pcx

Point cloud importer & renderer for Unity

3d-scan graphics point-cloud shader unity unity3d

Last synced: 14 Nov 2024

https://github.com/koide3/fast_gicp

A collection of GICP-based fast point cloud registration algorithms

cpp cuda gicp gpu icp multithreading pcl point-cloud python registration scan-matching vgicp

Last synced: 19 Dec 2024

https://github.com/prbonn/depth_clustering

:taxi: Fast and robust clustering of point clouds generated with a Velodyne sensor.

catkin clustering depth depth-clustering depth-image fast lidar pcl point-cloud range range-image real-time robotics ros segmentation velodyne velodyne-sensor

Last synced: 15 Dec 2024

https://github.com/mikeroyal/photogrammetry-guide

Photogrammetry Guide. Photogrammetry is widely used for Aerial surveying, Agriculture, Architecture, 3D Games, Robotics, Archaeology, Construction, Emergency management, and Medical.

3d-reconstruction camera cesium drones geometry geospatial gis image-processing lidar map multiview-stereo photogrammetry point-cloud pointcloud rendering sfm slam spatial-data structure-from-motion unreal-engine

Last synced: 15 Dec 2024

https://github.com/PRBonn/depth_clustering

:taxi: Fast and robust clustering of point clouds generated with a Velodyne sensor.

catkin clustering depth depth-clustering depth-image fast lidar pcl point-cloud range range-image real-time robotics ros segmentation velodyne velodyne-sensor

Last synced: 27 Oct 2024

https://github.com/mikeroyal/Photogrammetry-Guide

Photogrammetry Guide. Photogrammetry is widely used for Aerial surveying, Agriculture, Architecture, 3D Games, Robotics, Archaeology, Construction, Emergency management, and Medical.

3d-reconstruction camera cesium drones geometry geospatial gis image-processing lidar map multiview-stereo photogrammetry point-cloud pointcloud rendering sfm slam spatial-data structure-from-motion unreal-engine

Last synced: 06 Nov 2024

https://github.com/Pointcept/Pointcept

Pointcept: a codebase for point cloud perception research. Latest works: PTv3 (CVPR'24 Oral), PPT (CVPR'24), OA-CNNs (CVPR'24), MSC (CVPR'23)

3d-vision point-cloud pytorch

Last synced: 28 Oct 2024

https://github.com/hku-mars/livox_camera_calib

This repository is used for automatic calibration between high resolution LiDAR and camera in targetless scenes.

calibration point-cloud

Last synced: 16 Dec 2024

https://github.com/koide3/interactive_slam

Interactive Map Correction for 3D Graph SLAM

gui hdl-graph-slam lidar point-cloud ros slam velodyne

Last synced: 20 Dec 2024

https://github.com/andyzeng/3dmatch-toolbox

3DMatch - a 3D ConvNet-based local geometric descriptor for aligning 3D meshes and point clouds.

3d 3d-deep-learning 3dmatch artificial-intelligence computer-vision deep-learning geometry-processing point-cloud rgbd vision

Last synced: 17 Dec 2024

https://github.com/xinge008/Cylinder3D

Rank 1st in the leaderboard of SemanticKITTI semantic segmentation (both single-scan and multi-scan) (Nov. 2020) (CVPR2021 Oral)

cvpr2021 lidar-point-cloud lidar-segmentation nuscenes panoptic-segmentation point-cloud semantic-segmentation semantickitti

Last synced: 28 Oct 2024

https://github.com/koide3/ndt_omp

Multi-threaded and SSE friendly NDT algorithm

matching multithreading ndt ndt-algorithm pcl point-cloud registration ros scan-matching

Last synced: 20 Dec 2024

https://github.com/xtreme1-io/xtreme1

Xtreme1 is an all-in-one data labeling and annotation platform for multimodal data training and supports 3D LiDAR point cloud, image, and LLM.

3d-annotation annotation annotation-tool computer-vision image-annotation image-classification image-labelling-tool labeling-tool multimodal point-cloud rlhf

Last synced: 28 Oct 2024

https://github.com/tomas789/kitti2bag

Convert KITTI dataset to ROS bag file the easy way!

converter kitti kitti-data kitti-dataset odometry point-cloud ros rosbag tool

Last synced: 28 Oct 2024

https://github.com/antao97/dgcnn.pytorch

A PyTorch implementation of Dynamic Graph CNN for Learning on Point Clouds (DGCNN)

classification point-cloud pytorch segmentation

Last synced: 28 Oct 2024

https://github.com/luost26/diffusion-point-cloud

:thought_balloon: Diffusion Probabilistic Models for 3D Point Cloud Generation (CVPR 2021)

cvpr cvpr2021 generation generative-model point-cloud

Last synced: 21 Dec 2024

https://github.com/mit-han-lab/pvcnn

[NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learning

frustum-pointnet frustum-pointnets kitti point-cloud point-voxel-cnn pointnet pointnet2 pvcnn pytorch s3dis shapenet

Last synced: 28 Oct 2024

https://github.com/r-lidar/lidr

Airborne LiDAR data manipulation and visualisation for forestry application

als forestry las laz lidar point-cloud r remote-sensing

Last synced: 18 Dec 2024

https://github.com/url-kaist/patchwork-plusplus

Patchwork++: Fast and robust ground segmentation method for 3D LiDAR scans. @ IROS'22

3d-lidar detection ground ground-detection ground-removal ground-segmentation lidar point-cloud segmentation

Last synced: 27 Oct 2024

https://github.com/nv-tlabs/nksr

[CVPR 2023 Highlight] Neural Kernel Surface Reconstruction

3d-reconstruction computer-vision graphics neural-kernel point-cloud

Last synced: 21 Dec 2024

https://github.com/nv-tlabs/NKSR

[CVPR 2023 Highlight] Neural Kernel Surface Reconstruction

3d-reconstruction computer-vision graphics neural-kernel point-cloud

Last synced: 08 Nov 2024

https://github.com/r-lidar/lidR

Airborne LiDAR data manipulation and visualisation for forestry application

als forestry las laz lidar point-cloud r remote-sensing

Last synced: 28 Oct 2024

https://github.com/OpenRobotLab/PointLLM

[ECCV 2024 Best Paper Candidate] PointLLM: Empowering Large Language Models to Understand Point Clouds

3d chatbot foundation-models gpt-4 large-language-models llama multimodal objaverse point-cloud pointllm representation-learning vision-and-language

Last synced: 28 Oct 2024

https://github.com/lucidrains/point-transformer-pytorch

Implementation of the Point Transformer layer, in Pytorch

artificial-intelligence attention-mechanism deep-learning point-cloud

Last synced: 18 Dec 2024

https://github.com/hku-mars/std

A 3D point cloud descriptor for place recognition

lidar-slam loop-closure loop-detection place-recognition point-cloud

Last synced: 15 Dec 2024

https://github.com/Jean-Romain/lidR

Airborne LiDAR data manipulation and visualisation for forestry application

als forestry las laz lidar point-cloud r remote-sensing

Last synced: 10 Sep 2024

https://github.com/insightsoftwareconsortium/itkwidgets

An elegant Python interface for visualization on the web platform to interactively generate insights into multidimensional images, point sets, and geometry.

image-analysis imaging insight-toolkit itk jupyter jupyter-widget jupyterlab-extension kitware medical-visualization meshes open-science open-source point-cloud python reproducible-research scientific-computing scientific-visualization

Last synced: 15 Dec 2024

https://github.com/paddlepaddle/paddle3d

A 3D computer vision development toolkit based on PaddlePaddle. It supports point-cloud object detection, segmentation, and monocular 3D object detection models.

3d apollo autodrive bev caddn centerpoint hrnet kitti-dataset nuscenes point-cloud pointpillars smoke squeezeseg three-dimension-vision waymo-open-dataset

Last synced: 19 Dec 2024

https://github.com/mit-han-lab/spvnas

[ECCV 2020] Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution

3d-deep-learning architecture-search computer-vision deep-learning efficiency lidar point-cloud pytorch semantickitti

Last synced: 28 Oct 2024

https://github.com/InsightSoftwareConsortium/itkwidgets

An elegant Python interface for visualization on the web platform to interactively generate insights into multidimensional images, point sets, and geometry.

image-analysis imaging insight-toolkit itk jupyter jupyter-widget jupyterlab-extension kitware medical-visualization meshes open-science open-source point-cloud python reproducible-research scientific-computing scientific-visualization

Last synced: 25 Oct 2024

https://github.com/PaddlePaddle/Paddle3D

A 3D computer vision development toolkit based on PaddlePaddle. It supports point-cloud object detection, segmentation, and monocular 3D object detection models.

3d apollo autodrive bev caddn centerpoint hrnet kitti-dataset nuscenes point-cloud pointpillars smoke squeezeseg three-dimension-vision waymo-open-dataset

Last synced: 28 Oct 2024

https://github.com/ethz-asl/robust_point_cloud_registration

Robust Point Cloud Registration Using Iterative Probabilistic Data Associations ("Robust ICP")

alignment icp point-cloud

Last synced: 15 Dec 2024

https://github.com/hku-mars/STD

A 3D point cloud descriptor for place recognition

lidar-slam loop-closure loop-detection place-recognition point-cloud

Last synced: 27 Oct 2024

https://github.com/prbonn/lidar-mos

(LMNet) Moving Object Segmentation in 3D LiDAR Data: A Learning-based Approach Exploiting Sequential Data (RAL/IROS 2021)

deep-learning deep-neural-networks dynamic-slam lidar lidar-slam mapping motion-detection moving-object-segmentation point-cloud segmentation slam

Last synced: 21 Dec 2024

https://github.com/PRBonn/LiDAR-MOS

(LMNet) Moving Object Segmentation in 3D LiDAR Data: A Learning-based Approach Exploiting Sequential Data (RAL/IROS 2021)

deep-learning deep-neural-networks dynamic-slam lidar lidar-slam mapping motion-detection moving-object-segmentation point-cloud segmentation slam

Last synced: 28 Oct 2024

https://github.com/prs-eth/overlappredator

[CVPR 2021, Oral] PREDATOR: Registration of 3D Point Clouds with Low Overlap.

3dvision attention-mechanism point-cloud registration transformer

Last synced: 21 Dec 2024

https://github.com/isl-org/Open3D-PointNet2-Semantic3D

Semantic3D segmentation with Open3D and PointNet++

classification open3d point-cloud pointnet pointnet2 tensorflow

Last synced: 28 Oct 2024

https://github.com/prs-eth/OverlapPredator

[CVPR 2021, Oral] PREDATOR: Registration of 3D Point Clouds with Low Overlap.

3dvision attention-mechanism point-cloud registration transformer

Last synced: 28 Oct 2024

https://github.com/huangcongqing/3d-point-clouds

🔥3D点云目标检测&语义分割(深度学习)-SOTA方法,代码,论文,数据集等

3d-detection 3d-point-cloud 3d-point-clouds 3d-semantic-segmentation cpp dataset deep-learning pcl point-cloud python3 ros ros-melodic sota

Last synced: 21 Dec 2024

https://github.com/wdas/partio

C++ (with python bindings) library for easily reading/writing/manipulating common animation particle formats such as PDB, BGEO, PTC. https://wdas.github.io/partio

fileformats houdini particles point-cloud

Last synced: 15 Dec 2024

https://github.com/gabyx/approxmvbb

Fast algorithms to compute an approximation of the minimal volume oriented bounding box of a point cloud in 3D.

bounding-boxes kd-tree oobb outlier-removal point-cloud volume

Last synced: 22 Dec 2024

https://github.com/HuangCongQing/3D-Point-Clouds

🔥3D点云目标检测&语义分割(深度学习)-SOTA方法,代码,论文,数据集等

3d-detection 3d-point-cloud 3d-point-clouds 3d-semantic-segmentation cpp dataset deep-learning pcl point-cloud python3 ros ros-melodic sota

Last synced: 27 Oct 2024