Pytorch framework for doing deep learning on point clouds.
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Jul 4, 2020 - Python
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pointnet
Here are 35 public repositories matching this topic...
Semantic3D segmentation with Open3D and PointNet++
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Mar 5, 2020 - Python
Autoencoder for Point Clouds
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Apr 24, 2020 - Python
[NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learning
point-cloud
pytorch
shapenet
kitti
pointnet
pointnet2
frustum-pointnet
frustum-pointnets
s3dis
pvcnn
point-voxel-cnn
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Jun 25, 2020 - Python
Keras implementation for Pointnet
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Oct 28, 2019 - Python
Grid-GCN for Fast and Scalable Point Cloud Learning
computer-vision
point-cloud
classification
self-driving-car
segmentation
3d-vision
scannet
pointnet
3dvision
s3dis
graphconv
graphconvoltution
cvpr2020
grid-gcn
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Mar 19, 2020 - Python
A 3D plane detection approach using PointNet
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Jun 17, 2020 - Python
utilizing PointNet+ PCL for object detection, classification and pose estimation from point clouds
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Nov 28, 2019 - Jupyter Notebook
Attentional-PointNet is Deep-Neural-Network architecture for 3D object detection in point clouds
point-cloud
pytorch
object-detection
autonomous-vehicles
attention-mechanism
pointnet
pytorch-implmention
3d-object-detection
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Jun 17, 2019 - Python
A clean PointNet++ segmentation model implementation
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May 6, 2020 - Python
Chainer implementation of PointNet, PointNet++, KD-Network and 3DContextNework
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Jul 18, 2018 - Python
Pointnet++ modules implemented as tensorflow 2 keras layers.
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May 15, 2020 - C++
New distributional and shape attacks on neural networks that process 3D point cloud data.
python
deep-learning
algorithms
tensorflow
numpy
matplotlib
numba
3d-point-clouds
pointnet
adversarial-attacks
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May 26, 2020 - Python
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 - Python
Research on adversarial attacks and defenses for deep neural network 3D point cloud classifiers like PointNet and PointNet++.
python
deep-learning
algorithms
tensorflow
numpy
matplotlib
3d-point-clouds
pointnet
adversarial-attacks
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May 22, 2020 - Python
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
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Dec 28, 2019 - Python
Deep Hierarchical Encoder-Decoder with Point Atrous Convolution for Unorganized 3D Points
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Feb 26, 2020 - Python
PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593
computer-vision
deep-learning
point-cloud
pytorch
classification
segmentation
pointnet
3d-classification
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May 26, 2020 - Jupyter Notebook
PointNet for Deep Rank: protein-protein interaction scoring using neural networks
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May 27, 2020 - Python
3D generative design with deep learning
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Aug 8, 2019 - Jupyter Notebook
MSCV 2019 Capstone Project
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May 12, 2019 - Python
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
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Jun 23, 2018 - Python
pointnet implementation with Keras and PyTorch
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Jan 21, 2019 - Python
This repository is a informal autoencoder version of the code implemented in https://github.com/corochann/chainer-pointnet.
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Aug 4, 2019 - Python
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I'd recommend adding the supported or suggested environment configuration for the beginners who want to give the code a try.