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Search results for point cloud pointnet

19 search results found

Pointnet_pointnet2_pytorch ⭐ 2,491

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

Torch Points3d ⭐ 2,429

Pytorch framework for doing deep learning on point clouds.

Open3d Pointnet2 Semantic3d ⭐ 465

Semantic3D segmentation with Open3D and PointNet++

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

Pointnet Autoencoder ⭐ 230

Autoencoder for Point Clouds

Pointnet ⭐ 211

PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

Simpleview ⭐ 135

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

Pointnet Keras ⭐ 94

Keras implementation for Pointnet

Pcreg.pytorch ⭐ 60

A Simple Point Cloud Registration Network based on PointNet.

Grid Gcn ⭐ 52

Grid-GCN for Fast and Scalable Point Cloud Learning

Detectozord ⭐ 52

utilizing PointNet+ PCL for object detection, classification and pose estimation from point clouds

Attentional Pointnet ⭐ 34

Attentional-PointNet is Deep-Neural-Network architecture for 3D object detection in point clouds

Pointnet2 Pytorch ⭐ 33

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

If Defense ⭐ 28

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

Pointnet2 Tensorflow2 ⭐ 15

Pointnet++ modules implemented as tensorflow 2 keras layers.

Pointnet.caffe ⭐ 14

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

Lpf Defense ⭐ 10

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

PointNet for Deep Rank: protein-protein interaction scoring using neural networks

Point Planenet ⭐ 7

Point-PlaneNet: Plane kernel based convolutional neural network for point clouds analysis

Cloud_table ⭐ 5

3D generative design with deep learning

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