pointnet2

There are 1 repository under pointnet2 topic.

• yanx27 / Pointnet_Pointnet2_pytorch

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

  pointnetpointnet2pointcloudsegmentations3dismodelnetshapenetpytorchclassificationvisualizationpoint-cloud
  Language:Python 3256

• erikwijmans / Pointnet2_PyTorch

  PyTorch implementation of Pointnet2/Pointnet++

  pointnet2pytorchpoint-cloudpytorch-lightninghydra
  Language:Python 1410

• guochengqian / PointNeXt

  [NeurIPS'22] PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies

  3d-visionpointcloudpointnet2pytorch
  Language:Shell 712

• mit-han-lab / pvcnn

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

  pvcnnpoint-voxel-cnnpoint-cloudpointnetpointnet2frustum-pointnetfrustum-pointnetspytorchs3disshapenetkitti
  Language:Python 621

• isl-org / Open3D-PointNet2-Semantic3D

  Semantic3D segmentation with Open3D and PointNet++

  open3dpointnetpointnet2point-cloudclassificationtensorflow
  Language:Python 499

• princeton-vl / SimpleView

  Official Code for ICML 2021 paper "Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline"

  3d-visiondgcnnicml-2021modelnet-datasetmodelnet40point-cloudpoint-cloud-classificationpoint-cloud-processingpointnetpointnet2rscnnscanobjectnnsimpleviewsota
  Language:Python 151

• dragonlong / articulated-pose

  [CVPR 2020, Oral] Category-Level Articulated Object Pose Estimation

  pose-estimationpointnet2articulated-objectstensorflowjoint-regressionnonlinear-optimization
  Language:Python 109

• dgriffiths3 / pointnet2-tensorflow2

  Pointnet++ modules implemented as tensorflow 2 keras layers.

  deep-learningpoint-cloudclassificationsegmentationtensorflowtensorflow2pointnetpointnet2
  Language:C++ 90

• zhulf0804 / Pointnet2.PyTorch

  A PyTorch Implementation of Pointnet++.

  pointnet2pytorchclassificationsegmentationmodelnet40shapenetpart
  Language:Python 89

• mathieuorhan / pointnet2_semantic

  A pointnet++ fork, with focus on semantic segmentation of differents datasets

  deep-learningdeep-neural-networkssemantic-segmentationpoint-cloudpointnet2
  Language:Python 75

• AgentMaker / PAPC

  PAPC is a deep learning for point clouds platform based on pure PaddlePaddle

  paddlepaddlepointnetsegmentationclassificationvoxnetkd-networkspointnet2kd-unetpointrcnnpointpillars
  Language:Python 63

• Wuziyi616 / IF-Defense

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

  pytorchpoint-cloudimplicit-representionsadversarial-machine-learningdeep-learningpointnetpointnet2dgcnnpointconvrs-cnn3d-reconstruction3d-attackdefense
  Language:Python 59

• dragonbook / pointnet2-pytorch

  A clean PointNet++ segmentation model implementation. Support batch of samples with different number of points.

  pointnetpointnet2pytorchpoint-cloudsegmentation
  Language:Python 54

• yahuiliu99 / PointConT

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

  point-cloudpointnet2pytorch
  Language:Python 28

• seungjunlee96 / PointNet2_RandAugment

  Applying RandAugment on PointNet++

  pointnet2pointnet2-pytorchpytorchrandaugmentpointclouddata-augmentationclassificationsegmentation3d
  Language:Python 16

• kimianoorbakhsh / LPF-Defense

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

  computer-visionpoint-cloudadversarial-attacksfrequency-analysisspherical-harmonicsdeep-learningdgcnnpointnetpointnet23d-attack
  Language:Python 10

• rjtshrm / point-normals-upsampling

  Efficient Point Cloud Upsampling and Normal Estimation using Deep Learning for Robust Surface Reconstruction

  point-cloud-processingpointnet2normal-estimation
  Language:Python 7

• kentechx / pointnet

  A pytorch implementation of PointNet and PointNet++

  pointnetpointnet-pytorchpointnet2pointnet2-pytorch
  Language:Python 5

• kentechx / pointnext

  Pytorch implementation of PointNeXt

  pointnextpointnet2
  Language:Python 5

• erik-dali / LIDAR-Semantic-Segmentation

  Semantic segmentation of LIDAR point clouds from the KITTI-360 dataset using a modified PointNet2. This is a Python and PyTorch based implementation using Jupyter Notebooks.

  pytorchsemantic-segmentationpointnet2pointnet2-pytorchlidarlidar-point-cloudkitti-360
  Language:Jupyter Notebook 4

• IGNF / StrataNet2-Vegetation-Coverage-Maps

  Prediction of vegetation coverage maps from High Density Lidar data, in a weakly supervised deep learning setting.

  pointnet2lidarpointcloudvegetationmapsrastersweaksupervisiondeep-learningmachine-learningpytorch
  Language:Python 3

• ltriess / pointnet2_keras

  :sparkles: PointNet++ feature extractor and output heads implemented in TensorFlow 1.15 with Keras Models

  pointnet2tensorflowkeras-tensorflowpython3
  Language:Python 3

• luigi25 / Computer-Graphics-and-3D

  pytorchdeep-learningpoint-cloudpointnet2
  Language:Python 3

• JRice15 / trees-pointnet

  Code for my masters thesis, "Deep Learning for Detecting Trees in the Urban Environment from Lidar"

  aideep-learningforestrylidarneural-networkpointnetpointnet2remote-sensing
  Language:Python 2

• ManashJKonwar / IP-Pointnet-ObjectDetection

  Frustum Pointnet Implementation on KITTI and Lyft Dataset

  deep-learningobject-detectionpointnet2pointnetkerasimage-processingtensorflow2point-cloudimage-segmentationmayaviopencv
  Language:Python 2

• c-feng / Neuron-Tracking

  The project of Neuron Tracking

  neuronsegmentationpointnet2pytorch
  Language:Python 1

• buzzCraft / PointNet-ACIT4030

  Implementation of PointNet

  pointnetpointnet2python311
  Language:Python 0