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YOHO[ACM MM 2022] You Only Hypothesize Once: Point Cloud Registration with Rotation-equivariant Descriptors
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Point2SequencePoint2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network
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mix3dMix3D: Out-of-Context Data Augmentation for 3D Scenes (3DV 2021 Oral)
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volumentationsAugmentation package for 3d data based on albumentaitons
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fkMigration.jlA Julia project demonstrating the fast f-k migration algorithm.
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DSINDeep Image Compression using Decoder Side Information (ECCV 2020)
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naive-surface-netsImplements a simple, readable naive surface nets algorithm
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RealSenseExtension of RealSense Unity Wrapper [Unofficial]
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frustum-convnetThe PyTorch Implementation of F-ConvNet for 3D Object Detection
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devonfw4flutter-mts-appLarge-Scale Flutter Reference Application. An Extension of DevonFw's My Thai Star Project
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ffhqr-datasetFFHQR -- the first large-scale retouching dataset for computer vision research.
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realsense explorer botAutonomous ground exploration mobile robot which has 3-DOF manipulator with Intel Realsense D435i mounted on a Tracked skid-steer drive mobile robot. The robot is capable of mapping spaces, exploration through RRT, SLAM and 3D pose estimation of objects around it. This is an custom robot with self built URDF model.The Robot uses ROS's navigation…
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hms-3d-modeling-demoHUAWEI 3D Modeling Kit project contains a sample app. Guided by this demo, you will be able to implement full 3D Modeling Kit capabilities, including 3D object reconstruction and material generation.
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simpleICPImplementations of a rather simple version of the Iterative Closest Point algorithm in various languages.
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shaperA C++ tool for 3D reconstruction from parallel 2D sections
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OpenCVBOpenCV .Net application supporting several RGBD cameras - Kinect, Intel RealSense, Luxonis Oak-D, Mynt Eye D 1000, and StereoLabs ZED 2
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lepccPoint Cloud Compression used in i3s Scene Layer Format
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3DGNNNo description or website provided.
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point based clothingOfficial PyTorch code for the paper: "Point-Based Modeling of Human Clothing" (ICCV 2021)
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zoomgRestoring room images from virtual background images
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costmap depth cameraThis is a costmap plugin for costmap_2d pkg. This plugin supports multiple depth cameras and run in real time.
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PointCutMixour code for paper 'PointCutMix: Regularization Strategy for Point Cloud Classification'
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3D Ground SegmentationA 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
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self-sampleSingle shape Deep Point Cloud Consolidation [TOG 2021]
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attMPTI[CVPR 2021] Few-shot 3D Point Cloud Semantic Segmentation
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EGSfMThe old implementation of GraphSfM based on openMVG.
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pyRANSAC-3DA python tool for fitting primitives 3D shapes in point clouds using RANSAC algorithm
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MinkLocMultimodalMinkLoc++: Lidar and Monocular Image Fusion for Place Recognition
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cloud to mapAlgorithm that converts point cloud data into an occupancy grid
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libaiLiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training
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fastDesp-corrPropFast Descriptors and Correspondence Propagation for Robust Global Point Cloud Registration
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ldgcnnLinked Dynamic Graph CNN: Learning through Point Cloud by Linking Hierarchical Features
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OverlapPredator[CVPR 2021, Oral] PREDATOR: Registration of 3D Point Clouds with Low Overlap.
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ldmx-swThe Light Dark Matter eXperiment simulation and reconstruction framework.
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yeast-GEMThe consensus GEM for Saccharomyces cerevisiae
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urban road filterReal-time LIDAR-based Urban Road and Sidewalk detection for Autonomous Vehicles 🚗
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Spvnas[ECCV 2020] Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution
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FLAT[ICCV2021 Oral] Fooling LiDAR by Attacking GPS Trajectory
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AsisAssociatively Segmenting Instances and Semantics in Point Clouds, CVPR 2019
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MonoRUn[CVPR'21] MonoRUn: Monocular 3D Object Detection by Reconstruction and Uncertainty Propagation
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Cylinder3dRank 1st in the leaderboard of SemanticKITTI semantic segmentation (both single-scan and multi-scan) (Nov. 2020) (CVPR2021 Oral)
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DeepI2PDeepI2P: Image-to-Point Cloud Registration via Deep Classification. CVPR 2021
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sp segmenterSuperpixel-based semantic segmentation, with object pose estimation and tracking. Provided as a ROS package.
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CgalThe public CGAL repository, see the README below
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isosurfaceRust algorithms for isosurface extraction
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pcl-edge-detectionEdge-detection application with PointCloud Library
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awesome-3dAwesome list of 3D resources. AR/MR/VR is the future, and 3D model is the basics of all of them.
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awesome-lidar😎 Awesome LIDAR list. The list includes LIDAR manufacturers, datasets, point cloud-processing algorithms, point cloud frameworks and simulators.
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sssMORsssMOR - Sparse State-Space and Model Order Reduction Toolbox
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