Projects in Awesome Lists tagged with pointnet

https://github.com/yanx27/pointnet_pointnet2_pytorch

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

classification modelnet point-cloud pointcloud pointnet pointnet2 pytorch s3dis segmentation shapenet visualization

Last synced: 30 Sep 2024

https://github.com/yanx27/Pointnet_Pointnet2_pytorch

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

classification modelnet point-cloud pointcloud pointnet pointnet2 pytorch s3dis segmentation shapenet visualization

Last synced: 31 Jul 2024

https://github.com/torch-points3d/torch-points3d

Pytorch framework for doing deep learning on point clouds.

deep-learning kpconv minkowskiengine point-cloud pointnet pytorch s3dis scannet segmentation

Last synced: 30 Sep 2024

https://github.com/mit-han-lab/pvcnn

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

frustum-pointnet frustum-pointnets kitti point-cloud point-voxel-cnn pointnet pointnet2 pvcnn pytorch s3dis shapenet

Last synced: 31 Jul 2024

https://github.com/isl-org/Open3D-PointNet2-Semantic3D

Semantic3D segmentation with Open3D and PointNet++

classification open3d point-cloud pointnet pointnet2 tensorflow

Last synced: 31 Jul 2024

https://github.com/charlesq34/pointnet-autoencoder

Autoencoder for Point Clouds

autoencoder deep-learning point-cloud pointnet

Last synced: 31 Jul 2024

https://github.com/isl-org/Open3D-PointNet

Open3D PointNet implementation with PyTorch

open3d pointnet pytorch

Last synced: 31 Jul 2024

https://github.com/Xharlie/Grid-GCN

Grid-GCN for Fast and Scalable Point Cloud Learning

3d-vision 3dvision classification computer-vision cvpr2020 graphconv graphconvoltution grid-gcn point-cloud pointnet s3dis scannet segmentation self-driving-car

Last synced: 31 Jul 2024

https://github.com/princeton-vl/SimpleView

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

3d-vision dgcnn icml-2021 modelnet-dataset modelnet40 point-cloud point-cloud-classification point-cloud-processing pointnet pointnet2 rscnn scanobjectnn simpleview sota

Last synced: 31 Jul 2024

https://github.com/dgriffiths3/pointnet2-tensorflow2

Pointnet++ modules implemented as tensorflow 2 keras layers.

classification deep-learning point-cloud pointnet pointnet2 segmentation tensorflow tensorflow2

Last synced: 31 Jul 2024

https://github.com/anshulpaigwar/Attentional-PointNet

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

3d-object-detection attention-mechanism autonomous-vehicles object-detection point-cloud pointnet pytorch pytorch-implmention

Last synced: 31 Jul 2024

https://github.com/AgentMaker/PAPC

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

classification kd-networks kd-unet paddlepaddle pointnet pointnet2 pointpillars pointrcnn segmentation voxnet

Last synced: 31 Jul 2024

https://github.com/ajhamdi/AdvPC

AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds (ECCV 2020)

3d adversarial-attacks deep-learning eccv-2020 paper point-clouds pointnet tensorflow

Last synced: 31 Jul 2024

https://github.com/Daniel-Liu-c0deb0t/Adversarial-point-perturbations-on-3D-objects

New distributional and shape attacks on neural networks that process 3D point cloud data.

3d-point-clouds adversarial-attacks algorithms deep-learning matplotlib numba numpy pointnet python tensorflow

Last synced: 31 Jul 2024

https://github.com/corochann/chainer-pointnet

Chainer implementation of PointNet, PointNet++, KD-Network and 3DContextNework

chainer classification cupy deep-learning deep-neural-networks pointnet segmentation

Last synced: 31 Jul 2024

https://github.com/paul007pl/PointAtrousGraph

Deep Hierarchical Encoder-Decoder with Point Atrous Convolution for Unorganized 3D Points

atrous-convolution pointnet segmentation tensorflow

Last synced: 31 Jul 2024

https://github.com/Daniel-Liu-c0deb0t/3D-Neural-Network-Adversarial-Attacks

Research on adversarial attacks and defenses for deep neural network 3D point cloud classifiers like PointNet and PointNet++.

3d-point-clouds adversarial-attacks algorithms deep-learning matplotlib numpy pointnet python tensorflow

Last synced: 04 Aug 2024

https://github.com/moeinp70/Point-Planenet

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

3d classification deep-learning geometry-processing lidar lidar-point-cloud modelnet-dataset modelnet40 point-cloud point-clouds point-planenet pointcloud pointnet s3dis segmentation shapenet tensorflow

Last synced: 31 Jul 2024