Here are
52 public repositories
matching this topic...
Pytorch framework for doing deep learning on point clouds.
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Sep 17, 2021
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PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
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Aug 16, 2021
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[NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learning
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Aug 17, 2021
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Semantic3D segmentation with Open3D and PointNet++
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Mar 23, 2021
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Autoencoder for Point Clouds
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Apr 24, 2020
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Open3D PointNet implementation with PyTorch
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Aug 3, 2021
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Grid-GCN for Fast and Scalable Point Cloud Learning
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Mar 19, 2020
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Keras implementation for Pointnet
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Oct 28, 2019
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Aug 31, 2021
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Jupyter Notebook
A 3D plane detection approach using PointNet
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Jun 17, 2020
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Official Code for ICML 2021 paper "Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline"
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Aug 23, 2021
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Attentional-PointNet is Deep-Neural-Network architecture for 3D object detection in point clouds
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Jun 17, 2019
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utilizing PointNet+ PCL for object detection, classification and pose estimation from point clouds
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Mar 15, 2021
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Jupyter Notebook
Pointnet++ modules implemented as tensorflow 2 keras layers.
PAPC is a deep learning for point clouds platform based on pure PaddlePaddle
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Aug 6, 2021
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A clean PointNet++ segmentation model implementation. Support batch of samples with different number of points.
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Aug 4, 2020
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Chainer implementation of PointNet, PointNet++, KD-Network and 3DContextNework
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Jul 18, 2018
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This is the official pytorch implementation for paper: IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restoration
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Jul 6, 2021
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New distributional and shape attacks on neural networks that process 3D point cloud data.
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Aug 25, 2021
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Deep Hierarchical Encoder-Decoder with Point Atrous Convolution for Unorganized 3D Points
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Feb 26, 2020
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A Simple Point Cloud Registration Network based on PointNet.
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Dec 4, 2020
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AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds (ECCV 2020)
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Oct 19, 2020
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Jupyter Notebook
Research on adversarial attacks and defenses for deep neural network 3D point cloud classifiers like PointNet and PointNet++.
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May 22, 2020
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Caffe Re-implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" [Qi et al., CVPR 2017]
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Aug 7, 2018
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PointNet and GCNs for pointcloud classification.
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Jul 19, 2020
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PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
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Dec 28, 2019
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3D generative design with deep learning
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Aug 8, 2019
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Jupyter Notebook
PointNet implementation on Windows (pyTorch version, most of codes are brorrowed from Fxia22)
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Jan 10, 2021
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Python
PointNet for Deep Rank: protein-protein interaction scoring using neural networks
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May 27, 2020
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Point-PlaneNet: Plane kernel based convolutional neural network for point clouds analysis
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Jun 14, 2021
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Python
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