Submanifold sparse convolutional networks
☆2,146Jan 9, 2024Updated 2 years ago
Alternatives and similar repositories for SparseConvNet
Users that are interested in SparseConvNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Spatial Sparse Convolution Library☆2,290Dec 15, 2024Updated last year
- Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors☆2,953Mar 5, 2024Updated 2 years ago
- [MICRO'23, MLSys'22] TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.☆1,470Feb 24, 2025Updated last year
- SECOND for KITTI/NuScenes object detection☆1,777Oct 14, 2022Updated 3 years ago
- [ECCV 2020] Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution☆622Jul 11, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Kernel Point Convolutions☆784Feb 23, 2021Updated 5 years ago
- PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)☆1,432Mar 12, 2026Updated 4 months ago
- World's first general purpose 3D object detection codebse.☆1,556Dec 19, 2023Updated 2 years ago
- PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.☆1,817Sep 1, 2022Updated 3 years ago
- ☆498Oct 1, 2019Updated 6 years ago
- Deep Hough Voting for 3D Object Detection in Point Clouds☆1,761Jan 30, 2022Updated 4 years ago
- Sparse Blocks Networks☆433Nov 6, 2018Updated 7 years ago
- [NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learning☆679Apr 12, 2022Updated 4 years ago
- Pytorch framework for doing deep learning on point clouds.☆2,709May 25, 2026Updated 2 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- OpenPCDet Toolbox for LiDAR-based 3D Object Detection.☆5,676Oct 8, 2025Updated 10 months ago
- Spatially-sparse convolutional networks. Allows processing of sparse 2, 3 and 4 dimensional data.Build CNNs on the square/cubic/hypercubi…☆404Mar 27, 2021Updated 5 years ago
- PyTorch implementation of Pointnet2/Pointnet++☆1,808May 18, 2026Updated 2 months ago
- ☆1,846May 20, 2022Updated 4 years ago
- 4D Spatio-Temporal Semantic Segmentation on a 3D video (a sequence of 3D scans)☆321Dec 5, 2022Updated 3 years ago
- Frustum PointNets for 3D Object Detection from RGB-D Data☆1,668Mar 24, 2020Updated 6 years ago
- ☆2,180May 16, 2024Updated 2 years ago
- A list of papers and datasets about point cloud analysis (processing)☆4,220May 19, 2023Updated 3 years ago
- PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation☆5,454Nov 30, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space☆3,694Aug 26, 2022Updated 3 years ago
- ☆2,323Nov 3, 2025Updated 9 months ago
- Rank 1st in the leaderboard of SemanticKITTI semantic segmentation (both single-scan and multi-scan) (Nov. 2020) (CVPR2021 Oral)☆956Apr 5, 2023Updated 3 years ago
- PointPillars for KITTI object detection☆1,024May 15, 2020Updated 6 years ago
- Kernel Point Convolution implemented in PyTorch☆893Oct 17, 2025Updated 9 months ago
- PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation☆454Jul 25, 2024Updated 2 years ago
- SA-SSD: Structure Aware Single-stage 3D Object Detection from Point Cloud (CVPR 2020)☆495Aug 5, 2020Updated 6 years ago
- Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion (AAAI 2021)☆223Aug 15, 2021Updated 4 years ago
- 🔥RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)☆1,558Jul 11, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- SO-Net: Self-Organizing Network for Point Cloud Analysis, CVPR2018☆345Feb 24, 2021Updated 5 years ago
- PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling （CVPR 2020）☆268Oct 15, 2021Updated 4 years ago
- OctNet: Learning Deep 3D Representations at High Resolutions☆504Sep 2, 2020Updated 5 years ago
- OpenMMLab's next-generation platform for general 3D object detection.☆6,502Jul 10, 2024Updated 2 years ago
- A PyTorch Library for Accelerating 3D Deep Learning Research☆5,155Updated this week
- Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs☆801Jul 19, 2023Updated 3 years ago
- a module for 3D semantic segmentation in point clouds.☆659Jul 16, 2019Updated 7 years ago