[NeurIPS'22] PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies
☆1,010Dec 1, 2023Updated 2 years ago
Alternatives and similar repositories for PointNeXt
Users that are interested in PointNeXt are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- OpenPoints: a library for easily reproducing point-based methods for point cloud understanding. The engine for [ASSANet](https://arxiv.or…☆411Aug 4, 2024Updated last year
- [ICLR 2022 poster] Official PyTorch implementation of "Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP…☆589Feb 2, 2025Updated last year
- Pointcept: Perceive the world with sparse points, a codebase for point cloud perception research. Latest works: Utonia, Concerto (NeurIPS…☆2,909Mar 4, 2026Updated 3 weeks ago
- This is a PyTorch implementation of PointMetaBase proposed by our paper "Meta Architecure for Point Cloud Analysis"☆109Mar 14, 2023Updated 3 years ago
- PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.☆4,780Apr 24, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Stratified Transformer for 3D Point Cloud Segmentation (CVPR 2022)☆431Jan 7, 2023Updated 3 years ago
- [CVPR 2022 Oral] Official implementation for "Surface Representation for Point Clouds"☆337Nov 2, 2022Updated 3 years ago
- [NeurIPS'22] An official PyTorch implementation of PTv2.☆432Jun 4, 2023Updated 2 years ago
- [CVPR 2022] Pre-Training 3D Point Cloud Transformers with Masked Point Modeling☆675Mar 22, 2025Updated last year
- This is an unofficial implementation of the Point Transformer paper.☆632Apr 19, 2022Updated 3 years ago
- [CVPR 2023] Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis☆539Apr 9, 2024Updated last year
- (CVPR 2021) PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds☆305Dec 25, 2023Updated 2 years ago
- Kernel Point Convolution implemented in PyTorch☆878Oct 17, 2025Updated 5 months ago
- Point Transformers☆724Mar 13, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [CVPR'24 Oral] Official repository of Point Transformer V3 (PTv3)☆1,731Oct 24, 2025Updated 5 months ago
- [NeurIPS'21 Spotlight] ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning☆37Sep 22, 2022Updated 3 years ago
- Pytorch framework for doing deep learning on point clouds.☆2,695Mar 16, 2026Updated last week
- [ECCV2022] Masked Autoencoders for Point Cloud Self-supervised Learning☆620Mar 31, 2025Updated 11 months ago
- A PyTorch implementation of Dynamic Graph CNN for Learning on Point Clouds (DGCNN)☆803Oct 29, 2022Updated 3 years ago
- Official source code of Fast Point Transformer, CVPR 2022☆296Feb 1, 2023Updated 3 years ago
- [ICCV 2021] Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis☆191Mar 5, 2025Updated last year
- Adaptive Graph Convolution for Point Cloud Analysis☆125Oct 28, 2021Updated 4 years ago
- Official pytorch implementation of "Self-positioning Point-based Transformer for Point Cloud Understanding" (CVPR 2023).☆114Mar 27, 2025Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Jittor implementation of PCT:Point Cloud Transformer☆709Jun 2, 2021Updated 4 years ago
- A Closer Look at Local Aggregation Operators in Point Cloud Analysis(ECCV 2020)☆259Dec 16, 2020Updated 5 years ago
- Official PyTorch implementation of DeLA☆65Aug 26, 2025Updated 7 months ago
- PyTorch implementation of Pointnet2/Pointnet++☆1,779Mar 21, 2025Updated last year
- [NeurIPS 2023] PointGPT: Auto-regressively Generative Pre-training from Point Clouds☆244Jul 1, 2024Updated last year
- PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation☆446Jul 25, 2024Updated last year
- [ECCV 2022] Official pytorch implementation of the paper, "PointMixer: MLP-Mixer for Point Cloud Understanding"☆111Oct 25, 2023Updated 2 years ago
- Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors☆2,896Mar 5, 2024Updated 2 years ago
- Contrastive Boundary Learning for Point Cloud Segmentation (CVPR2022)☆162Oct 10, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Official PyTorch implementation of Superpoint Transformer introduced in [ICCV'23] "Efficient 3D Semantic Segmentation with Superpoint Tra…☆973Feb 24, 2026Updated last month
- [CVPR 2022 Oral] SoftGroup for Instance Segmentation on 3D Point Clouds☆448Jan 22, 2024Updated 2 years ago
- Mask3D predicts accurate 3D semantic instances achieving state-of-the-art on ScanNet, ScanNet200, S3DIS and STPLS3D.☆718Oct 29, 2023Updated 2 years ago
- Kernel Point Convolutions☆776Feb 23, 2021Updated 5 years ago
- PyTorch implementation of RandLA-Net☆415Aug 26, 2021Updated 4 years ago
- 🔥RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)☆1,525Jul 11, 2023Updated 2 years ago
- [NeurIPS 2022 Spotlight] P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting☆131Jul 26, 2023Updated 2 years ago