The four major frameworks for 3D point cloud sparse acceleration, which are currently mainstream, are compared. These include MIT-HAN-LAB's torchsparse, NVIDIA's MinkowskiEngine, TuSimple's spconv, and Facebook Research's SparseConvNet.
☆28Feb 8, 2025Updated last year
Alternatives and similar repositories for sparse_model
Users that are interested in sparse_model are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Benchmarking various sparse convolution libraries: MinkowskiEngine, SpConv, TorchSparse, and Open3D.☆13Apr 10, 2023Updated 3 years ago
- This repository is the official implementation of "Partial Channel Network: Compute Fewer, Perform Better". [AAAI 2026 Accepted]☆38Feb 11, 2025Updated last year
- this is a reproduction of my senior's graduation project☆14Jun 21, 2022Updated 3 years ago
- sparse convolution lib. derived from spconv☆56Feb 3, 2021Updated 5 years ago
- Multiview variant of Pointpillars. Contains Pytorch reimplementation of Pillar-od.☆14Jan 15, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ACCV 2024] Simple, Easy 3D Object Detection with Point-Wise Semantics☆15Oct 28, 2025Updated 6 months ago
- ViTALiTy (HPCA'23) Code Repository☆23Mar 13, 2023Updated 3 years ago
- 🔥(CVPR 2023) Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation☆97Aug 11, 2024Updated last year
- ☆14Jul 23, 2024Updated last year
- (NeurlPS 2022) Spatial Pruned Sparse Convolution for Efficient 3D Object Detection☆65Jan 6, 2023Updated 3 years ago
- Official implement for AAAI2022 "SVT-Net: Super Light-Weight Sparse Voxel Transformer for Large Scale Place Recognition"☆10Mar 22, 2023Updated 3 years ago
- ☆10Apr 11, 2024Updated 2 years ago
- CaFNet: A Confidence-Driven Framework for Radar Camera Depth Estimation☆19Jun 23, 2025Updated 10 months ago
- ☆164Jan 6, 2023Updated 3 years 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.
- The proposed approach enhances the CenterPoint baseline with a multimodal fusion mechanism. First, inspired by PointPainting, an off-the-…☆97May 27, 2021Updated 4 years ago
- [Symmetry 2022] Code Release of PointSCNet: Point Cloud Structure and Correlation Learning based on Space Filling Curve guided Sampling☆13Feb 24, 2022Updated 4 years ago
- ☆11Feb 3, 2025Updated last year
- ☆29Oct 8, 2024Updated last year
- [CVPR2023] Official Implementation of "DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets"☆451Sep 4, 2024Updated last year
- JSparse is a high-performance auto-differentiation library for sparse voxels computation and point cloud processing based on TorchSparse …☆21Nov 24, 2022Updated 3 years ago
- An efficient spatial accelerator enabling hybrid sparse attention mechanisms for long sequences☆32Mar 7, 2024Updated 2 years ago
- Improving performance of deep learning models for 3D point cloud semantic segmentation via attention mechanisms☆18Jul 8, 2022Updated 3 years ago
- This is the official repo for Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation (ICCV 23).☆52May 24, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [MICRO'23, MLSys'22] TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.☆1,461Feb 24, 2025Updated last year
- visualize datasets like nuscenes☆43Jun 25, 2021Updated 4 years ago
- Conditional Latent Coding (CLC) for Deep Image Compression☆15Feb 6, 2026Updated 3 months ago
- The official code release of LidarMTL, a simple and efficient multi-task network for 3D object detection and road understanding☆109Mar 9, 2021Updated 5 years ago
- Source code for paper entitled "A Review of Panoptic Segmentation for Mobile Mapping Point Clouds"☆23Oct 17, 2023Updated 2 years ago
- PVT-SSD: Single-Stage 3D Object Detector with Point-Voxel Transformer (CVPR 2023)☆49Oct 10, 2023Updated 2 years ago
- Spatial Sparse Convolution Library☆2,270Dec 15, 2024Updated last year
- ☆14Jan 29, 2021Updated 5 years ago
- 使用pybind11进行Python、C++以及CUDA的混合编程☆11May 20, 2020Updated 6 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.
- DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets(CVPR2023),vaymo vehicle 3D Object Detection(top2), waymo cyclist 3D Object Detec…☆88Aug 17, 2023Updated 2 years ago
- ☆19Dec 12, 2024Updated last year
- dbnet文字检测，添加文本框分类☆14Jul 27, 2022Updated 3 years ago
- Python Musculoskeletal Tools☆21Feb 19, 2026Updated 3 months ago
- ☆49Apr 15, 2024Updated 2 years ago
- RandLA-Net改进版☆42Jun 22, 2022Updated 3 years ago
- [ICRA 2024] PCB-RandNet: Rethinking Random Sampling for LiDAR Semantic Segmentation in Autonomous Driving Scene☆28Feb 12, 2024Updated 2 years ago