QingyongHu / SoTA-Point-CloudLinks
π₯[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey
β1,633Updated 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!β1,585Updated last year
- π₯RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)β1,506Updated 2 years ago
- PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.β1,811Updated 3 years ago
- Pytorch framework for doing deep learning on point clouds.β2,686Updated 2 weeks ago
- pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.005β¦β2,341Updated 2 years ago
- PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)β1,427Updated 4 years ago
- Papers and Datasets about Point Cloud.β2,878Updated last year
- PyTorch implementation of Pointnet2/Pointnet++β1,768Updated 10 months ago
- Deep Hough Voting for 3D Object Detection in Point Cloudsβ1,747Updated 4 years ago
- Frustum PointNets for 3D Object Detection from RGB-D Dataβ1,660Updated 5 years ago
- Kernel Point Convolution implemented in PyTorchβ874Updated 3 months ago
- A list of papers and datasets about point cloud analysis (processing)β4,200Updated 2 years ago
- PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Spaceβ3,597Updated 3 years ago
- Kernel Point Convolutionsβ777Updated 4 years ago
- Rank 1st in the leaderboard of SemanticKITTI semantic segmentation (both single-scan and multi-scan) (Nov. 2020) (CVPR2021 Oral)β937Updated 2 years ago
- A faster implementation of PointNet++ based on PyTorch.β515Updated 2 years ago
- This is a complete package of recent deep learning methods for 3D point clouds in pytorch (with pretrained models).β850Updated 7 months ago
- SemanticKITTI API for visualizing dataset, processing data, and evaluating results.β886Updated 10 months ago
- β1,817Updated 3 years ago
- Semantic3D segmentation with Open3D and PointNet++β540Updated last year
- Large-scale Point Cloud Semantic Segmentation with Superpoint Graphsβ796Updated 2 years ago
- KITTI Object Visualization (Birdview, Volumetric LiDar point cloud )β1,147Updated 4 years ago
- An extension of Open3D to address 3D Machine Learning tasksβ2,225Updated 3 weeks ago
- SECOND for KITTI/NuScenes object detectionβ1,780Updated 3 years ago
- [NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learningβ677Updated 3 years ago
- Point Transformersβ722Updated last year
- PointPillars for KITTI object detectionβ1,021Updated 5 years ago
- A PyTorch implementation of Dynamic Graph CNN for Learning on Point Clouds (DGCNN)β800Updated 3 years ago
- β497Updated 6 years ago
- [NeurIPS'22] PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategiesβ993Updated 2 years ago