Ecosyste.ms: Awesome

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

https://github.com/LMD0311/DAPT

[CVPR 2024] Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis

3d-point-clouds cvpr2024 efficient-deep-learning point-cloud

Last synced: 02 Jul 2024

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: 01 Jul 2024

https://github.com/gisbi-kim/SC-A-LOAM

Robust LiDAR SLAM with a versatile plug-and-play loop closing and pose-graph optimization.

gps gtsam lidar lidar-mapping lidar-slam livox-lidar loam localization mapping mulran-dataset odometry place-recognition point-cloud scancontext slam

Last synced: 01 Jul 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: 01 Jul 2024

https://github.com/dvlab-research/Stratified-Transformer

Stratified Transformer for 3D Point Cloud Segmentation (CVPR 2022)

cvpr2022 point-cloud semantic-segmentation transformer

Last synced: 01 Jul 2024

https://github.com/kabouzeid/point2vec

Self-Supervised Representation Learning on Point Clouds (GCPR 2023 | T4V Workshop @ CVPR 2023)

lightning machine-learning point-cloud pytorch self-supervised-learning transformer vision vision-transformer

Last synced: 01 Jul 2024

https://github.com/qcraftai/pillarnext

PillarNeXt: Rethinking Network Designs for 3D Object Detection in LiDAR Point Clouds (CVPR 2023)

3d-object-detection autonomous-driving lidar nuscenes perception point-cloud self-driving waymo-open-dataset

Last synced: 01 Jul 2024

https://github.com/JunweiZheng93/APES

Official repository for paper "Attention-based Point Cloud Edge Sampling" (APES), Highlight@CVPR 2023

attention-based downsampling edge-points point-cloud

Last synced: 01 Jul 2024

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: 01 Jul 2024

https://github.com/mlvlab/PointWOLF

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

iccv2021 point-cloud

Last synced: 01 Jul 2024

https://github.com/Haiyang-W/UniTR

[ICCV2023] Official Implementation of "UniTR: A Unified and Efficient Multi-Modal Transformer for Bird’s-Eye-View Representation"

3d 3d-object-detection 3d-segmentation backbone bev camera computer-vision iccv2023 lidar multi-modal multi-view point-cloud transformer unified

Last synced: 01 Jul 2024

https://github.com/xiaoaoran/SynLiDAR

SynLiDAR: Synthetic LiDAR sequential point cloud dataset with point-wise annotations (AAAI2022)

dataset domain-adaptation point-cloud semantic-segmentation

Last synced: 01 Jul 2024

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: 01 Jul 2024

https://github.com/wzzheng/PointOcc

Efficient Point-based 3D Semantic Occupancy Prediction

autonoumous-driving occupancy-prediction point-cloud

Last synced: 01 Jul 2024

https://github.com/MCG-NJU/LinK

[CVPR 2023] LinK: Linear Kernel for LiDAR-based 3D Perception

autonomous-driving detection large-kernels nuscenes point-cloud segmentation semantickitti

Last synced: 01 Jul 2024

https://github.com/Haiyang-W/DSVT

[CVPR2023] Official Implementation of "DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets"

3d-object-detection backbone cvpr2023 point-cloud pytorch transformer

Last synced: 01 Jul 2024

https://github.com/qcraftai/distill-bev

DistillBEV: Boosting Multi-Camera 3D Object Detection with Cross-Modal Knowledge Distillation (ICCV 2023)

3d-object-detection autonomous-driving bev cross-modal distillation knowledge-distillation lidar multi-camera multi-modal nuscenes point-cloud self-driving

Last synced: 01 Jul 2024

https://github.com/guochengqian/Pix4Point

Official implementation for [3DV 2024] `Pix4Point: Image Pretrained Standard Transformers for 3D Point Cloud Understanding`

image point-cloud pretraining

Last synced: 01 Jul 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: 01 Jul 2024

https://github.com/HuangCongQing/multi-sensor-fusion

多传感器融合(lidar radar camera)

camera detection lidar-point-cloud point-cloud radar

Last synced: 01 Jul 2024

https://github.com/CKchaos/scn2pointcloud_tool

The toolbox implements the data conversion from CAD models (such as .obj/.off file) to point cloud(surface voxels) with RGB value and labels.

c-plus-plus cad-models point-cloud pointcloud python

Last synced: 01 Jul 2024

https://github.com/lijx10/DeepI2P

DeepI2P: Image-to-Point Cloud Registration via Deep Classification. CVPR 2021

3d-vision cnn computer-vision deep-learning image-processing localization neural-network point-cloud registration

Last synced: 01 Jul 2024

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: 01 Jul 2024

https://github.com/salehjg/DGCNN-on-FPGA

PLEASE USE THE NEW REPO https://github.com/salehjg/DeepPoint-V2-FPGA . The deprecated in-order-queue-based repository for "DGCNN on FPGA: Acceleration of The Point CloudClassifier Using FPGAs".

classification deep-learning dgcnn fpga heterogeneous hls point-cloud xilinx

Last synced: 01 Jul 2024

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: 01 Jul 2024

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: 01 Jul 2024

https://github.com/dtcMLOps/DBScan-PCL-Optimized

DBScan algorithm using Octrees to cluster 3D points in a space with PCL Library

c-plus-plus cluster-coloring cmake cmakelists dbscan octree octrees optimize pcd pcl pcl-library pcl-viewer ply point-cloud txt

Last synced: 01 Jul 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: 01 Jul 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: 01 Jul 2024

https://github.com/cgtuebingen/pointcloud-viewer

Efficient Large-Scale Point-Cloud Viewer based on OpenGL

gles glut large-scale opengl point-cloud qt scientific-visualization viewer visualization

Last synced: 01 Jul 2024

https://github.com/akhilthomas17/pointcloud-landmarks-extractor

Tools to detect and classify landmarks (currently, trees and pole-like objects) from point cloud data

classification difference-of-normals landmark-detection pcl-library point-cloud random-forest segmentation

Last synced: 01 Jul 2024

https://github.com/ahestevenz/pcl-edge-detection

Edge-detection application with PointCloud Library

cpp edge-detection example pcl point-cloud

Last synced: 01 Jul 2024

https://github.com/JeremyBYU/polylidar

Polylidar3D - Fast polygon extraction from 3D Data

concave concave-hull geometry mesh point-cloud pointcloud polygon

Last synced: 01 Jul 2024

https://github.com/chrise96/3D_Ground_Segmentation

A ground segmentation algorithm for 3D point clouds based on the work described in “Fast segmentation of 3D point clouds: a paradigm on LIDAR data for Autonomous Vehicle Applications”, D. Zermas, I. Izzat and N. Papanikolopoulos, 2017. Distinguish between road and non-road points. Road surface extraction. Plane fit ground filter

cpp extraction ground ground-segmentation lastools lidar non-ground point-cloud preprocessing road-surface

Last synced: 01 Jul 2024

https://github.com/KIT-MRT/pointcloud_surface

Ground surface estimation algorithms based on point clouds.

fusion lidar point-cloud publication spline

Last synced: 01 Jul 2024

https://github.com/yanx27/JS3C-Net

Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion (AAAI 2021)

auto-drive completion lidar-point-cloud lidar-segmentation point-cloud segmentation semantic-scene-completion semantickitti semanticposs

Last synced: 01 Jul 2024

https://github.com/Pang-Yatian/Point-MAE

[ECCV2022] Masked Autoencoders for Point Cloud Self-supervised Learning

point-cloud self-supervised-learning

Last synced: 28 Jun 2024

https://github.com/kxhit/awesome-point-cloud-place-recognition

A list of papers about point cloud based place recognition, also known as loop closure detection in SLAM (processing)

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

Last synced: 25 Jun 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: 23 Jun 2024

https://github.com/tum-gis/cesium-point-cloud-generator

A small Java-based tool for the generation of point cloud visualization datasets according to Cesium 3D Tiles.

cesium cesium-3dtiles point-cloud visualization

Last synced: 17 Jun 2024

https://github.com/maudzung/YOLO3D-YOLOv4-PyTorch

YOLO3D: End-to-end real-time 3D Oriented Object Bounding Box Detection from LiDAR Point Cloud (ECCV 2018)

3d-object-detection darknet distributed-training object-detection point-cloud real-time rotated-boxes-iou yolo3d yolov4

Last synced: 15 Jun 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: 13 Jun 2024

https://github.com/thu-ml/3D_Corruptions_AD

Benchmarking Robustness of 3D Object Detection to Common Corruptions in Autonomous Driving, CVPR 2023

autonomous-vehicles cvpr2023 point-cloud self-driving-car

Last synced: 12 Jun 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: 12 Jun 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: 11 Jun 2024

https://github.com/jac99/MinkLoc3Dv2

MinkLoc3Dv2: Improving Point Cloud Based Place Recognition with Ranking-based Loss and Large Batch Training

3d-convolutional-network 3d-vision computer-vision deep-learning metric-learning minkowski-engine place-recognition point-cloud

Last synced: 11 Jun 2024

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: 10 Jun 2024

https://github.com/OpenDroneMap/WebODM

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

drone maps photogrammetry point-cloud uav

Last synced: 08 Jun 2024

https://github.com/ispc-lab/LiDAR4D

💫 [CVPR 2024] LiDAR4D: Dynamic Neural Fields for Novel Space-time View LiDAR Synthesis

autonomous-driving computer-vision cvpr2024 dynamic-scene lidar neural-rendering novel-view-synthesis point-cloud reconstruction

Last synced: 30 May 2024

https://github.com/MorcilloSanz/RendererGL

Cross platform 3D renderer in C++ and OpenGL with lighting, shadows and materials.

computer-graphics graphics-engine graphics-programming hdri opengl pbr pbr-materials pbr-shading point-cloud renderer viewer

Last synced: 29 May 2024

https://github.com/GuanlinLee/CCNAMS

Improving Adversarial Robustness of 3D Point Cloud Classification Models (ECCV2022)

adversarial-defense deep-learning point-cloud tensorflow

Last synced: 29 May 2024

https://github.com/kimianoorbakhsh/LPF-Defense

Code and Data for the paper "LPF-Defense: 3D Adversarial Defense based on Frequency Analysis", PLoS ONE

3d-attack adversarial-attacks computer-vision deep-learning dgcnn frequency-analysis point-cloud pointnet pointnet2 spherical-harmonics

Last synced: 29 May 2024

https://github.com/cuge1995/PointCutMix

our code for paper 'PointCutMix: Regularization Strategy for Point Cloud Classification', Neurocomputing, 2022

3d-deep-learning data-augmentation deep-learning point-cloud

Last synced: 29 May 2024

https://github.com/Wuziyi616/IF-Defense

This is the official pytorch implementation for paper: IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restoration

3d-attack 3d-reconstruction adversarial-machine-learning deep-learning defense dgcnn implicit-representions point-cloud pointconv pointnet pointnet2 pytorch rs-cnn

Last synced: 29 May 2024

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: 29 May 2024

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: 28 May 2024

https://github.com/itailang/geometric_adv

Geometric Adversarial Attacks and Defenses on 3D Point Clouds (3DV 2021)

3dv2021 adversarial-attacks autoencoder-model defense-methods geometry-processing point-cloud pytorch tensorflow

Last synced: 28 May 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: 28 May 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 May 2024

https://github.com/traveller59/spconv

Spatial Sparse Convolution Library

point-cloud

Last synced: 28 May 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 May 2024

https://github.com/hogyun2/awesome-lidar-place-recognition

A curated list of Place Recognition methods, datasets, and various algorithms for LiDAR

awesome awesome-list datasets lidar place-recognition point-cloud robotics slam

Last synced: 21 May 2024

https://github.com/STORM-IRIT/OpenGR

OpenGR: A C++ library for 3D Global Registration

point-cloud point-cloud-registration

Last synced: 20 May 2024

https://github.com/lijx10/SO-Net

SO-Net: Self-Organizing Network for Point Cloud Analysis, CVPR2018

3d autonomous-driving computer-vision cvpr deep-learning point-cloud

Last synced: 20 May 2024

https://github.com/tzutalin/awesome-visual-slam

:books: The list of vision-based SLAM / Visual Odometry open source, blogs, and papers

books computervision learning point-cloud reconstruction ros slam

Last synced: 20 May 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 May 2024

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

Julia wrapper for LibLAS, a library for reading and writing the LAS LiDAR format.

io julia las laz lidar point-cloud

Last synced: 16 May 2024

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: 16 May 2024

https://github.com/evetion/LASindex.jl

Pure Julia reader of lasindex .lax files

geospatial julia lasio lastools lax lidar point-cloud

Last synced: 16 May 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: 16 May 2024

https://github.com/RockRobotic/copc-lib

copc-lib provides an easy-to-use reader and writer interface for creating and reading Cloud Optimized Point Clouds, with bindings for Python and C++

copc cpp las laz point-cloud python spatial

Last synced: 16 May 2024

https://github.com/c42f/displaz

A hackable lidar viewer

geospatial lidar point-cloud

Last synced: 15 May 2024

https://github.com/laspy/laspy

Laspy is a pythonic interface for reading/modifying/creating .LAS LIDAR files matching specification 1.0-1.4.

copc las laz lidar point-cloud pointcloud python

Last synced: 13 May 2024

https://github.com/Blickfeld/blickfeld-scanner-lib

Cross-platform library to communicate with LiDAR devices of the Blickfeld GmbH.

blickfeld cross-platform depth-image lidar point-cloud point-cloud-library point-cloud-processing range-image

Last synced: 11 May 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: 11 May 2024

https://github.com/driving-behavior/DBNet

DBNet: A Large-Scale Dataset for Driving Behavior Learning, CVPR 2018

autonomous-driving benchmark cvpr2018 dbnet driving-behavior point-cloud steering-wheel vehicle-speed

Last synced: 11 May 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: 08 May 2024

https://github.com/keijiro/Pcx

Point cloud importer & renderer for Unity

3d-scan graphics point-cloud shader unity unity3d

Last synced: 08 May 2024

https://github.com/CloudCompare/CloudCompare

CloudCompare main repository

3d-point-clouds point-cloud

Last synced: 08 May 2024

https://github.com/StrayRobots/3d-annotation-tool

A graphical user interface to annotate point clouds and 3D data.

3d-vision bgfx computer-vision cpp detection labeling-tool lidar point-cloud

Last synced: 08 May 2024