QingyongHu / SoTA-Point-CloudLinks
🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey
☆1,621Updated 4 years ago
Alternatives and similar repositories for SoTA-Point-Cloud
Users that are interested in SoTA-Point-Cloud are comparing it to the libraries listed below
Sorting:
- A list of papers and datasets about point cloud analysis (processing) since 2017. Update every day!☆1,580Updated last year
- 🔥RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)☆1,477Updated 2 years ago
- PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.☆1,790Updated 3 years ago
- pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.005…☆2,296Updated 2 years ago
- Pytorch framework for doing deep learning on point clouds.☆2,648Updated last week
- PyTorch implementation of Pointnet2/Pointnet++☆1,695Updated 6 months ago
- Deep Hough Voting for 3D Object Detection in Point Clouds☆1,736Updated 3 years ago
- Papers and Datasets about Point Cloud.☆2,809Updated last year
- A list of papers and datasets about point cloud analysis (processing)☆4,176Updated 2 years ago
- PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)☆1,419Updated 4 years ago
- Kernel Point Convolution implemented in PyTorch☆856Updated 9 months ago
- Frustum PointNets for 3D Object Detection from RGB-D Data☆1,642Updated 5 years ago
- Kernel Point Convolutions☆766Updated 4 years ago
- PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space☆3,497Updated 3 years ago
- A faster implementation of PointNet++ based on PyTorch.☆512Updated 2 years ago
- Rank 1st in the leaderboard of SemanticKITTI semantic segmentation (both single-scan and multi-scan) (Nov. 2020) (CVPR2021 Oral)☆918Updated 2 years ago
- Point Transformers☆706Updated last year
- [NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learning☆671Updated 3 years ago
- This is a complete package of recent deep learning methods for 3D point clouds in pytorch (with pretrained models).☆834Updated 3 months ago
- [NeurIPS'22] PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies☆937Updated last year
- Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs☆786Updated 2 years ago
- Semantic3D segmentation with Open3D and PointNet++☆541Updated last year
- ☆1,767Updated 3 years ago
- An extension of Open3D to address 3D Machine Learning tasks☆2,137Updated 3 months ago
- Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud, CVPR 2020.☆581Updated 5 years ago
- A PyTorch implementation of Dynamic Graph CNN for Learning on Point Clouds (DGCNN)☆779Updated 2 years ago
- SemanticKITTI API for visualizing dataset, processing data, and evaluating results.☆864Updated 6 months ago
- ☆498Updated 6 years ago
- SECOND for KITTI/NuScenes object detection☆1,766Updated 2 years ago
- PyTorch implementation of RandLA-Net☆398Updated 4 years ago