Alternatives and similar repositories for SparseConvNet

Users that are interested in SparseConvNet are comparing it to the libraries listed below

• NVIDIA / MinkowskiEngine
  Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
  ☆2,711Updated last year
• traveller59 / spconv
  Spatial Sparse Convolution Library
  ☆2,089Updated 6 months ago
• mit-han-lab / torchsparse
  [MICRO'23, MLSys'22] TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.
  ☆1,377Updated 4 months ago
• torch-points3d / torch-points3d
  Pytorch framework for doing deep learning on point clouds.
  ☆2,612Updated 5 months ago
• WangYueFt / dgcnn
  ☆1,746Updated 3 years ago
• mit-han-lab / pvcnn
  [NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learning
  ☆663Updated 3 years ago
• fxia22 / pointnet.pytorch
  pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.005…
  ☆2,271Updated 2 years ago
• QingyongHu / SoTA-Point-Cloud
  🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey
  ☆1,614Updated 4 years ago
• facebookresearch / votenet
  Deep Hough Voting for 3D Object Detection in Point Clouds
  ☆1,727Updated 3 years ago
• yangyanli / PointCNN
  PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)
  ☆1,415Updated 3 years ago
• erikwijmans / Pointnet2_PyTorch
  PyTorch implementation of Pointnet2/Pointnet++
  ☆1,664Updated 3 months ago
• sshaoshuai / PointRCNN
  PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.
  ☆1,775Updated 2 years ago
• charlesq34 / pointnet2
  PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
  ☆3,406Updated 2 years ago
• traveller59 / second.pytorch
  SECOND for KITTI/NuScenes object detection
  ☆1,762Updated 2 years ago
• mapillary / inplace_abn
  In-Place Activated BatchNorm for Memory-Optimized Training of DNNs
  ☆1,330Updated this week
• sshaoshuai / Pointnet2.PyTorch
  A faster implementation of PointNet++ based on PyTorch.
  ☆502Updated 2 years ago
• jonkhler / s2cnn
  Spherical CNNs
  ☆960Updated 8 months ago
• msracver / Deformable-ConvNets
  Deformable Convolutional Networks
  ☆4,087Updated 3 years ago
• DylanWusee / pointconv
  ☆499Updated 5 years ago
• rusty1s / pytorch_scatter
  PyTorch Extension Library of Optimized Scatter Operations
  ☆1,660Updated last month
• HuguesTHOMAS / KPConv-PyTorch
  Kernel Point Convolution implemented in PyTorch
  ☆839Updated 7 months ago
• HuguesTHOMAS / KPConv
  Kernel Point Convolutions
  ☆751Updated 4 years ago
• charlesq34 / pointnet
  PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
  ☆5,139Updated last year
• charlesq34 / frustum-pointnets
  Frustum PointNets for 3D Object Detection from RGB-D Data
  ☆1,624Updated 5 years ago
• facebookresearch / fvcore
  Collection of common code that's shared among different research projects in FAIR computer vision team.
  ☆2,148Updated last week
• facebookresearch / pycls
  Codebase for Image Classification Research, written in PyTorch.
  ☆2,156Updated last year
• Yochengliu / Relation-Shape-CNN
  Relation-Shape Convolutional Neural Network for Point Cloud Analysis (CVPR 2019 Oral & Best paper finalist)
  ☆423Updated 3 years ago
• pytorch / extension-cpp
  C++ extensions in PyTorch
  ☆1,113Updated this week
• V2AI / Det3D
  World's first general purpose 3D object detection codebse.
  ☆1,535Updated last year
• QingyongHu / RandLA-Net
  🔥RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)
  ☆1,431Updated 2 years ago