An open API service indexing awesome lists of open source software.

Point cloud

A point cloud is a set of data points in space. The points represent a 3D shape or object. Each point has its set of X, Y and Z coordinates.

https://github.com/soumik12345/point-cloud-segmentation

TF2 implementation of PointNet for segmenting point clouds

deep-learning keras point-cloud segmentation tensorflow2 tpu

Last synced: 07 Jan 2025

https://github.com/YurongYou/Hindsight

Code release for "Hindsight is 20/20: Leveraging Past Traversals to Aid 3D Perception" [ICLR 2022]

3d-detection autonomous-driving hindsight object-detection point-cloud pytorch

Last synced: 20 Mar 2025

https://github.com/haibo-qiu/GFNet

[TMLR 2022] Geometric Flow Network for 3D Point Cloud Semantic Segmentation

deep-learning point-cloud pytorch semantic-segmentation

Last synced: 20 Mar 2025

https://github.com/gacarrillor/loadthemall

QGIS plugin that recursively loads vector and raster layers stored in a directory structure, based on several filters

automatic batch directory filter geopackage layer-tree layers legend load multiple point-cloud pyqgis qgis qgis-plugin raster recursively shapefile style toc vector

Last synced: 17 Mar 2025

https://github.com/fwilliams/fml

FML (Francis' Machine-Learnin' Library) - A collection of utilities for machine learning tasks

chamfer earth-mover-distance machine-learning optimal-transport point-cloud pytorch regularized-optimal-transport sinkhorn sinkhorn-distance wasserstein

Last synced: 22 Mar 2025

https://github.com/mlvlab/PointWOLF

Official Implementation (PyTorch) of "Point Cloud Augmentation with Weighted Local Transformations", ICCV 2021

iccv2021 point-cloud

Last synced: 20 Mar 2025

https://github.com/alvinwan/antsy3d

in-browser point cloud annotation tool for instance-level segmentation with fat markers

annotation object-segmentation point-cloud point-cloud-visualizer

Last synced: 23 Mar 2025

https://github.com/daavoo/aframe-pointcloud-component

A Point Cloud component for [A-Frame](https://aframe.io).

a-frame point-cloud

Last synced: 09 Mar 2025

https://github.com/interdigitalinc/pccai

PccAI is a framework for AI-based point cloud compression

compression computer-vision deep-learning point-cloud pytorch

Last synced: 11 Apr 2025

https://github.com/yahuiliu99/PointConT

Official implementation of the paper "Point Cloud Classification Using Content-based Transformer via Clustering in Feature Space"

point-cloud pointnet2 pytorch

Last synced: 20 Mar 2025

https://github.com/jiangwei221/point-cloud-orthographic-projection

Ortho project a point cloud to XY, YZ, ZX planes.

point-cloud

Last synced: 20 Mar 2025

https://github.com/vicdoval/sverchok-open3d

Use the power of the Ope3d library with the visual scripting environment of Sverchok inside Blender

blender open3d point-cloud sverchok triangle-mesh

Last synced: 14 Apr 2025

https://github.com/interdigitalinc/grasp-net

Source code of "GRASP-Net: Geometric Residual Analysis and Synthesis for Point Cloud Compression"

compression deep-learning point-cloud pytorch

Last synced: 11 Apr 2025

https://github.com/alvinwan/pcmatch

Iterative closest point (ICP) to match point clouds to templates

iterative-closest-point point-cloud point-cloud-visualizer point-registration

Last synced: 23 Mar 2025

https://github.com/l1997i/DurLAR

(3DV 2021) A High-fidelity 128-channel LiDAR Dataset with Panoramic Ambient and Reflectivity Imagery for Multi-modal Autonomous Driving Applications

3dvision autonomous-driving autonomous-vehicles computer-vision dataset depth-estimation durham durlar kitti lidar point-cloud robotics

Last synced: 16 Nov 2024

https://github.com/poodarchu/vip

A New 3D Detector. Code Will be made public.

3d-object-detection computer-vision kitti nuscenes point-cloud

Last synced: 23 Mar 2025

https://github.com/ser94mor/lidar-obstacle-detection

Project: Lidar Obstacle Detection || Udacity: Sensor Fusion Engineer Nanodegree

cpp cpp17 lidar lidar-point-cloud obstacle-detection pcl point-cloud

Last synced: 20 Mar 2025

https://github.com/cuge1995/mesh-attack

our code for paper '3D Adversarial Attacks Beyond Point Cloud ', Information Sciences, 2023

adversarial-attacks deep-learning mesh point-cloud

Last synced: 13 Nov 2024

https://github.com/yanx27/urban3d-2021-2nd

The 2nd solution (68.1 mIoU) for 1st Urban3D challenge.

benchmark city-modeling point-cloud semantic-segmentation sensaturban urban-scale urban3d

Last synced: 21 Nov 2024

https://github.com/galmetzer/dipole-normal-prop

Learning Normal Orientation For Point Clouds [SIGGRAPH 2021]

deep-learning point-cloud pytorch

Last synced: 12 Apr 2025

https://github.com/rui-qian/BADet

Rui Qian, Xin Lai, Xirong Li: BADet: Boundary-Aware 3D Object Detection from Point Clouds (Pattern Recognition 2022: IF=8.518)

autonomous-driving deep-learning object-detection point-cloud

Last synced: 20 Mar 2025

https://github.com/Na-Z/SDCoT

[AAAI 2022 Oral] Static-Dynamic Co-Teaching for Class-Incremental 3D Object Detection

3d 3d-object-detection class-incremental-learning point-cloud pytorch

Last synced: 20 Mar 2025

https://github.com/slothfulxtx/MBPTrack3D

[ICCV2023] MBPTrack: Improving 3D Point Cloud Tracking with Memory Networks and Box Priors

autonomous-driving iccv2023 point-cloud tracking

Last synced: 20 Mar 2025

https://github.com/Crane-YU/rethink_rotation

[AAAI 2023] Rethinking Rotation Invariance with Point Cloud Registration (official pytorch implementation) https://rotation3d.github.io/

point-cloud rotation-invariant

Last synced: 20 Mar 2025

https://github.com/RuiYang-1010/efficient_online_learning

Efficient Online Transfer Learning for 3D Object Detection in Autonomous Driving

3d-object-detection autonomous-driving deep-learning kitti-dataset online-learning point-cloud random-forest velodyne

Last synced: 20 Mar 2025

https://github.com/willrobotics/p3dpy

Simple pointcloud toolkit and browser based viewer for python.

fastapi jetson numpy point-cloud raspberry-pi threejs

Last synced: 13 Apr 2025

https://github.com/matssteinweg/PIXOR

Unofficial PyTorch Implementation of PIXOR: Real-time 3D Object Detection from Point Clouds

3d-object-detection autonomous-driving kitti-dataset point-cloud

Last synced: 20 Mar 2025

https://github.com/WillRobotics/p3dpy

Simple pointcloud toolkit and browser based viewer for python.

fastapi jetson numpy point-cloud raspberry-pi threejs

Last synced: 28 Mar 2025

https://github.com/diegovalsesia/HyCoRe

Code for "Rethinking the compositionality of point clouds through regularization in the hyperbolic space" (NeurIPS 2022)

hyperbolic-embeddings modelnet40 point-cloud point-cloud-classification scanobjectnn

Last synced: 20 Mar 2025

https://github.com/alvinwan/pc2vid

converts set of point clouds to a video using three.js

3d javascript point-cloud python video visualization

Last synced: 23 Mar 2025

https://github.com/Toytiny/RadarNet-pytorch

[ECCV'20] RadarNet: Exploiting Radar for Robust Perception of Dynamic Objects (PyTorch - unofficial)

3d-detection 3d-vision automotive-radar lidar-point-cloud multi-modal object-detection point-cloud

Last synced: 20 Mar 2025

https://github.com/jeinselen/vf-blenderpointarray

Generate point arrays for Geometry Nodes using cubic grid, golden angle (Fermat's spiral), poisson disc sampling, or import points from data sources in CSV, NPY, and VF (Unity 3D volume field) formats.

3d 3d-graphics blender blender-3d blender-addon blender-plugin blender3d csv data-graph data-import fermat-spiral geometry geometry-nodes graph graph-import npy numpy point-cloud poisson-disc-sampling poisson-distribution

Last synced: 22 Apr 2025

https://github.com/gattia/cycpd

Cython implementation of Coherent Point Drift (CPD)

cpd cython image-processing medical-imaging point-cloud python registration

Last synced: 19 Apr 2025

https://github.com/cuge1995/eccv-2020-point-cloud-analysis

ECCV 2020 papers focusing on point cloud analysis

deep-learning eccv-2020 point point-cloud pointcloud

Last synced: 02 Mar 2025

https://github.com/visr/lasio.jl

Julia package for reading and writing the LAS lidar format.

io julia las laz lidar point-cloud

Last synced: 21 Mar 2025

https://github.com/iliiliiliili/kittiviewer-plus

KittiViewer+ is an upgrade of Second.KittiViewer for tracking, segmentation and methods comparison

kitti kitti-detection point-cloud

Last synced: 23 Apr 2025

https://github.com/minzhang-1/PointHop

PointHop: An Explainable Machine Learning Method for Point Cloud Classification

3d-classification classification feedforward machine-learning point-cloud

Last synced: 20 Mar 2025

https://github.com/alitabet/morton-net

PyTorch implementation to train MortonNet and use it to compute point features. MortonNet is trained in a self-supervised fashion, and the features can be used for general tasks like part or semantic segmentation of point clouds.

computer-vision deep-learning mortonnet point-cloud pytorch s3dis segmentation self-supervised-learning shapenet vkitti

Last synced: 20 Mar 2025

https://github.com/hzxie/stereo-3d-reconstruction

Implementation of "Toward 3D Object Reconstruction from Stereo Images" (Xie et al., Neurocomputing 2021)

3d-reconstruction deep-learning point-cloud pytorch stereo-images voxel

Last synced: 06 Dec 2024

https://github.com/chrvadala/potree-converter-docker

Potree Converter utility packed as Docker Container

docker point-cloud potree potree-converter

Last synced: 15 Apr 2025

https://github.com/scrn-vrc/point-pillars-in-unitycg

Implementation of PointPillars paper in Unity for VRChat

machine-learning point-cloud pointpillars shaders unity3d vrchat

Last synced: 26 Apr 2025

https://github.com/SCRN-VRC/Point-Pillars-in-UnityCG

Implementation of PointPillars paper in Unity for VRChat

machine-learning point-cloud pointpillars shaders unity3d vrchat

Last synced: 20 Mar 2025

https://github.com/georgeerol/roboticperception

Explore object recognition, segmentation, and how to process depth data from camera sensors to help a robot better understand and navigate its world.

collision-map color-histogram gazebo perception pipeline point-cloud pr2 ransac rgb-image robot rviz surface-normals voxel-grid

Last synced: 13 Nov 2024

https://github.com/alirezaahmadi/feature-based-icp-on-rgb-data

A ROS compatible c++ implementation of 3D point-tpoint ICP using image features (SIFT, SURF, ORB)

icp mapping point-cloud rgbd ros slam

Last synced: 13 Apr 2025

https://github.com/cuge1995/bin-to-pcd-python

Converting bin files scanned by LIDAR of autonomous vehicles into pcd files for further processing

bin open3d pcd point-cloud

Last synced: 13 Nov 2024

https://github.com/cy69855522/geo-cnn-pytorch-pyg

A Pytorch Implementation of “Modeling Local Geometric Structure of 3D Point Clouds using Geo-CNN”

3d-poin geo-cnn geocnn point-cloud pyg pytorch

Last synced: 01 Dec 2024

https://github.com/cy69855522/Geo-CNN-Pytorch-PYG

A Pytorch Implementation of “Modeling Local Geometric Structure of 3D Point Clouds using Geo-CNN”

3d-poin geo-cnn geocnn point-cloud pyg pytorch

Last synced: 20 Mar 2025

https://github.com/xinghaochen/pointnet.caffe

Caffe Re-implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" [Qi et al., CVPR 2017]

caffe classification point-cloud pointnet segmentation

Last synced: 13 Nov 2024

https://github.com/alvinwan/pcp

label KITTI point cloud (3d) drivable area using provided image annotations (2d)

annotation kitti-dataset point-cloud python3

Last synced: 23 Mar 2025

https://github.com/rbhatia46/lidar-road-analysis

Given a 3D point cloud obtained by a LiDAR sensor mounted on a car, output the road properties such as road boundaries, lane markings, lane geometry.

lidar-point-cloud point-cloud self-driving-car

Last synced: 11 Apr 2025

https://github.com/clee-ai/3d-ml

A versatile framework for 3D machine learning built on Pytorch Lightning and Hydra [looking for contributors!]

3d 3d-deep-learning deep-learning point-cloud pytorch s3dis segmentation

Last synced: 14 Apr 2025

https://github.com/neka-nat/sdrsac

Python package of SDRSAC(Global point cloud regitsration, CVPR2019 Oral)

cvpr2019 global-registration point-cloud point-cloud-registration pybind11

Last synced: 13 Apr 2025

https://github.com/minzhang-1/PointHop2

PointHop++: A Lightweight Learning Model on Point Sets for 3D Classification

3d-classification 3d-graphics classification point-cloud

Last synced: 20 Mar 2025

https://github.com/c42f/displaz.jl

Julia bindings for the displaz lidar viewer

lidar plotting point-cloud visualization

Last synced: 15 Mar 2025

https://github.com/OmidPoursaeed/Self_supervised_Learning_Point_Clouds

Self-supervised Learning of Point Clouds via Orientation Estimation (3DV 2020)

3d deep-learning point-cloud rotation self-supervised-learning

Last synced: 20 Mar 2025

https://github.com/axeber01/point-tnt

Official implementation of the Point Transformer-in-Transformer: https://arxiv.org/abs/2204.03957

point-cloud pytorch transformer

Last synced: 20 Mar 2025

https://github.com/wzh99/OptICP

SJTU CS337 Project: Optimization of ICP-Based Point Cloud Registration Methods

icp optimization parallel-programming pcl point-cloud registration

Last synced: 12 Apr 2025

https://github.com/drumath2237/graphics-buffer-vfx-sample

Using Graphics Buffer input with Azure Kinect Point Cloud

azure-kinect point-cloud unity vfx-graph

Last synced: 12 Apr 2025

https://github.com/georust/pdal

Rust bindings to the most excellent PDAL point-cloud processing library.

geospatial point-cloud

Last synced: 10 Apr 2025

https://github.com/cuge1995/cvpr-2021-3d-obeject-detection

CVPR 2021 papers and code focus on 3D Obeject Detection

3d-object-detection monocular object-detection point-cloud

Last synced: 02 Mar 2025

https://github.com/thu-ml/nuno

[ICML 2023] Non-Uniform Neural Operator (NUNO)

partial-differential-equations physics point-cloud pytorch simualtion

Last synced: 13 Nov 2024

https://github.com/I2-Multimedia-Lab/Pointsoup

[IJCAI 2024] Pointsoup: High-Performance and Extremely Low-Decoding-Latency Learned Geometry Codec for Large-Scale Point Cloud Scenes

3d compression deep-learning point-cloud

Last synced: 20 Mar 2025

https://github.com/kdmayer/PointER

A LiDAR-Derived Point Cloud Dataset of One Million English Buildings Linked to Energy Characteristics

building-energy dataset deep-learning lidar point-cloud

Last synced: 14 Nov 2024

https://github.com/anshulpaigwar/Pointwise-Convolutional-Neural-Network

PyTorch implementation of Pointwise Convolutional Neural Networks in CVPR 2018.

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

Last synced: 20 Mar 2025

https://github.com/willguimont/torch_waymo

PyTorch dataloader for Waymo Open Dataset

dataloader dataset point-cloud pytorch torch waymo

Last synced: 14 Feb 2025

https://github.com/yanx27/clevr3d

CLEVR3D Dataset: Comprehensive Visual Question Answering on Point Clouds through Compositional Scene Manipulation

point-cloud scene-graph scene-understanding vqa-3d vqa-dataset

Last synced: 21 Nov 2024

https://github.com/simbaforrest/trimesh2pointcloud

cython wrapper of poisson disk sampling of a triangle mesh in vcglib

conversion mesh point-cloud sampling

Last synced: 06 Jan 2025

https://github.com/justanhduc/stack-chamfer

A generalized Chamfer distance implementation in CUDA/Pytorch

chamfer-distance chamferloss deep-learning deep-neural-networks point-cloud pytorch

Last synced: 13 Apr 2025

https://github.com/graph-com/hept

[ICML'24 Oral] LSH-Based Efficient Point Transformer (HEPT)

ai4science geometric-deep-learning hep-ex point-cloud pytorch transformer

Last synced: 03 Dec 2024

https://github.com/eliphatfs/pointcloudvisualizer

High quality point cloud renderer with Unity, designed for visualization in 3D CV projects.

point-cloud unity3d utility

Last synced: 13 Nov 2024

https://github.com/vittorione94/icp-implementation

Iterative Closest Point algorithm for scans/mesh alignment (with subsampling and point to plane improvements).

c-plus-plus geometry-processing icp libigl point-cloud ucl

Last synced: 12 Mar 2025

https://github.com/cuge1995/curvature-calculation-python

curvature calculation of point cloud using python

curvature point-cloud

Last synced: 13 Nov 2024

https://github.com/vvzen/gui-convert-pts-to-ply

Simple GUI App to convert between pts and ply point cloud files (the reason being that ply files are easily imported inside Houdini)

ply point-cloud point-clouds pts pyside2 python

Last synced: 09 Apr 2025

https://github.com/ai4ce/bagsfit

Primitive Fitting Using Deep Boundary Aware Geometric Segmentation

boundary-detection dataset deep-learning fitting point-cloud primitive-fitting primitives segmentation simulation

Last synced: 13 Mar 2025

https://github.com/minzhang-1/PointHop-PointHop2_Spark

A fast and low memory requirement version of PointHop and PointHop++, which is built upon Apache Spark.

3d 3d-classification classification feature-extraction knn least-square-regression pca point-cloud pyspark python spark

Last synced: 20 Mar 2025

https://github.com/mxagar/open3d_guide

My personal guide to the great Python library Open3D.

3d computer-vision icp open3d point-cloud vision

Last synced: 06 Apr 2025

https://github.com/leonardodalinky/pytorch_fpsample

🎉 PyTorch efficient farthest point sampling (FPS) library.

farthest-point-sampling point-cloud python pytorch

Last synced: 09 Feb 2025

https://github.com/salehjg/MeshToPointcloudFPS

A mesh to pointcloud converter with FPS algorithm and HDF5 output generator

converter farthest-point-sampling mesh mesh-to-pointcloud point-cloud

Last synced: 20 Mar 2025

https://github.com/chrockey/fastpointtransformer-votenet

A forked repo from Torch-Points3D for VoteNet with the Fast Point Transformer backbone.

3d-vision computer-vision cvpr2022 point-cloud transformer

Last synced: 11 Apr 2025

https://github.com/codebydant/pcl_visualizer

Visualizer for 3D point cloud using PCL Library 1.9.1

c-plus-plus clang-format cmake computer-vision cpp pcd pcl pcl-library pcl-viewer ply point-cloud xyz

Last synced: 11 Mar 2025

https://github.com/nandite/pcl-optics

C++ Implementation of the OPTICS algorithm compatible with the Point Cloud Library.

c-plus-plus clustering clustering-algorithm cpp density-classification optics pcl pcl-library point-cloud

Last synced: 14 Apr 2025

https://github.com/cuge1995/it-defense

Our code for paper 'The art of defense: letting networks fool the attacker', IEEE Transactions on Information Forensics and Security, 2023

adversarial-attacks adversarial-examples adversarial-machine-learning point-cloud

Last synced: 13 Nov 2024

https://github.com/daavoo/pyntcloud-notebooks

Practical examples of using pyntcloud

jupyter-notebook point-cloud

Last synced: 11 Mar 2025

https://github.com/drumath2237/kinectron-viewer-babylon

Kinectron point cloud viewer for Babylon.js

azure-kinect babylonjs point-cloud typescript vite

Last synced: 12 Apr 2025

https://github.com/syanenko/lidar-volume

Calculation volume of terrain object by point cloud

lidar matlab point-cloud

Last synced: 18 Nov 2024

https://github.com/alvinwan/antsy2d

in-browser point cloud annotation tool for instance-level segmentation using 2d projection

annotation javascript object-segmentation point-cloud web-interface

Last synced: 12 Feb 2025

https://github.com/jonathanlurie/pointcloud

display a 3D point cloud using csv input

csv point-cloud webgl

Last synced: 12 Feb 2025