QingyongHu / SoTA-Point-Cloud
π₯[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey
β1,593Updated 3 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
- π₯RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)β1,335Updated last year
- PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.β1,738Updated 2 years ago
- A list of papers and datasets about point cloud analysis (processing) since 2017. Update every day!β1,540Updated 9 months ago
- PyTorch implementation of Pointnet2/Pointnet++β1,556Updated 10 months ago
- pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.005β¦β2,196Updated last year
- Papers and Datasets about Point Cloud.β2,575Updated 4 months ago
- Deep Hough Voting for 3D Object Detection in Point Cloudsβ1,700Updated 2 years ago
- Pytorch framework for doing deep learning on point clouds.β2,533Updated last month
- A list of papers and datasets about point cloud analysis (processing)β4,089Updated last year
- Frustum PointNets for 3D Object Detection from RGB-D Dataβ1,601Updated 4 years ago
- PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Spaceβ3,199Updated 2 years ago
- Kernel Point Convolutionsβ722Updated 3 years ago
- Semantic3D segmentation with Open3D and PointNet++β523Updated 5 months ago
- PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)β1,387Updated 3 years ago
- Kernel Point Convolution implemented in PyTorchβ799Updated last month
- This is a complete package of recent deep learning methods for 3D point clouds in pytorch (with pretrained models).β746Updated 5 months ago
- A faster implementation of PointNet++ based on PyTorch.β485Updated last year
- Large-scale Point Cloud Semantic Segmentation with Superpoint Graphsβ765Updated last year
- An extension of Open3D to address 3D Machine Learning tasksβ1,921Updated last week
- Point Transformersβ662Updated 10 months ago
- SemanticKITTI API for visualizing dataset, processing data, and evaluating results.β803Updated 2 weeks ago
- β497Updated 5 years ago
- PointPillars for KITTI object detectionβ993Updated 4 years ago
- PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.β3,860Updated 8 months ago
- [NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learningβ649Updated 2 years ago
- A PyTorch implementation of Dynamic Graph CNN for Learning on Point Clouds (DGCNN)β731Updated 2 years ago
- [NeurIPS'22] PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategiesβ821Updated last year
- Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud, CVPR 2020.β555Updated 4 years ago
- KITTI Object Visualization (Birdview, Volumetric LiDar point cloud )β1,073Updated 2 years ago
- PointNet: Deep Learning on Point Sets for 3D Classification and Segmentationβ4,914Updated last year