A PyTorch implementation of Dynamic Graph CNN for Learning on Point Clouds (DGCNN)
☆799Oct 29, 2022Updated 3 years ago
Alternatives and similar repositories for dgcnn.pytorch
Users that are interested in dgcnn.pytorch are comparing it to the libraries listed below
Sorting:
- ☆1,819May 20, 2022Updated 3 years ago
- PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.☆4,735Apr 24, 2024Updated last year
- Adaptive Graph Convolution for Point Cloud Analysis☆125Oct 28, 2021Updated 4 years ago
- Kernel Point Convolution implemented in PyTorch☆875Oct 17, 2025Updated 4 months ago
- Point Transformers☆722Mar 13, 2024Updated last year
- [ICLR 2022 poster] Official PyTorch implementation of "Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP…☆588Feb 2, 2025Updated last year
- Pytorch implementation of PCT: Point Cloud Transformer☆394Dec 13, 2021Updated 4 years ago
- Jittor implementation of PCT:Point Cloud Transformer☆710Jun 2, 2021Updated 4 years ago
- Linked Dynamic Graph CNN: Learning through Point Cloud by Linking Hierarchical Features☆81Nov 25, 2021Updated 4 years ago
- [NeurIPS'22] PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies☆1,002Dec 1, 2023Updated 2 years ago
- [ICCV 2021] Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis☆191Mar 5, 2025Updated last year
- PyTorch implementation of RandLA-Net☆412Aug 26, 2021Updated 4 years ago
- This is an unofficial implementation of the Point Transformer paper.☆627Apr 19, 2022Updated 3 years ago
- Stratified Transformer for 3D Point Cloud Segmentation (CVPR 2022)☆431Jan 7, 2023Updated 3 years ago
- PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling (CVPR 2020)☆266Oct 15, 2021Updated 4 years ago
- (CVPR 2021) PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds☆306Dec 25, 2023Updated 2 years ago
- PyTorch implementation of Pointnet2/Pointnet++☆1,770Mar 21, 2025Updated 11 months ago
- pytorch version of PointConv☆297Nov 19, 2020Updated 5 years ago
- Pytorch implementation of 'Graph Attention Convolution for Point Cloud Segmentation'☆178Apr 3, 2019Updated 6 years ago
- Pytorch framework for doing deep learning on point clouds.☆2,691Feb 23, 2026Updated last week
- 🔥RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)☆1,513Jul 11, 2023Updated 2 years ago
- Relation-Shape Convolutional Neural Network for Point Cloud Analysis (CVPR 2019 Oral & Best paper finalist)☆426Sep 30, 2021Updated 4 years ago
- A Closer Look at Local Aggregation Operators in Point Cloud Analysis(ECCV 2020)☆259Dec 16, 2020Updated 5 years ago
- [CVPR 2022] Pre-Training 3D Point Cloud Transformers with Masked Point Modeling☆670Mar 22, 2025Updated 11 months ago
- pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.005…☆2,342Mar 23, 2023Updated 2 years ago
- PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation☆443Jul 25, 2024Updated last year
- A list of papers and datasets about point cloud analysis (processing) since 2017. Update every day!☆1,586Apr 10, 2024Updated last year
- Kernel Point Convolutions☆775Feb 23, 2021Updated 5 years ago
- [NeurIPS'22] An official PyTorch implementation of PTv2.☆430Jun 4, 2023Updated 2 years ago
- PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing, CVPR2019.☆212Jan 17, 2020Updated 6 years ago
- 🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey☆1,629Jun 8, 2021Updated 4 years ago
- [CVPR 2023] Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis☆537Apr 9, 2024Updated last year
- Code for Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data, ICCV 2019☆250Aug 11, 2022Updated 3 years ago
- This is a complete package of recent deep learning methods for 3D point clouds in pytorch (with pretrained models).☆852Jun 28, 2025Updated 8 months ago
- PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)☆1,428Sep 3, 2021Updated 4 years ago
- [ICCV 2021 Oral] PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers☆817Dec 15, 2025Updated 2 months ago
- A list of papers and datasets about point cloud analysis (processing)☆4,206May 19, 2023Updated 2 years ago
- 3D point cloud datasets in HDF5 format, containing uniformly sampled 2048 points per shape.☆506Sep 20, 2022Updated 3 years ago
- Code for PointAugment: an Auto-Augmentation Framework for Point Cloud Classification, CVPR 2020 (Oral)☆218Dec 3, 2020Updated 5 years ago