QingyongHu / SoTA-Point-CloudLinks
π₯[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey
β1,623Updated 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!β1,580Updated last year
- π₯RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)β1,490Updated 2 years ago
- PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.β1,802Updated 3 years ago
- Pytorch framework for doing deep learning on point clouds.β2,663Updated last month
- PyTorch implementation of Pointnet2/Pointnet++β1,724Updated 7 months ago
- Papers and Datasets about Point Cloud.β2,836Updated last year
- PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)β1,426Updated 4 years ago
- Deep Hough Voting for 3D Object Detection in Point Cloudsβ1,741Updated 3 years ago
- pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.005β¦β2,316Updated 2 years ago
- A list of papers and datasets about point cloud analysis (processing)β4,182Updated 2 years ago
- Kernel Point Convolutionsβ771Updated 4 years ago
- Frustum PointNets for 3D Object Detection from RGB-D Dataβ1,651Updated 5 years ago
- Kernel Point Convolution implemented in PyTorchβ864Updated 3 weeks ago
- PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Spaceβ3,542Updated 3 years ago
- A faster implementation of PointNet++ based on PyTorch.β515Updated 2 years ago
- Semantic3D segmentation with Open3D and PointNet++β541Updated last year
- This is a complete package of recent deep learning methods for 3D point clouds in pytorch (with pretrained models).β841Updated 4 months ago
- Rank 1st in the leaderboard of SemanticKITTI semantic segmentation (both single-scan and multi-scan) (Nov. 2020) (CVPR2021 Oral)β922Updated 2 years ago
- Large-scale Point Cloud Semantic Segmentation with Superpoint Graphsβ790Updated 2 years ago
- [NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learningβ672Updated 3 years ago
- SemanticKITTI API for visualizing dataset, processing data, and evaluating results.β871Updated 7 months ago
- Spatial Sparse Convolution Libraryβ2,177Updated 10 months ago
- KITTI Object Visualization (Birdview, Volumetric LiDar point cloud )β1,138Updated 3 years ago
- β1,785Updated 3 years ago
- An extension of Open3D to address 3D Machine Learning tasksβ2,172Updated 4 months ago
- Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud, CVPR 2020.β582Updated 5 years ago
- [NeurIPS'22] PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategiesβ957Updated last year
- β497Updated 6 years ago
- Point Transformersβ714Updated last year
- Jittor implementation of PCT:Point Cloud Transformerβ705Updated 4 years ago