Popular GitHub Repositories for Voxel

A resource repository for 3D machine learning

Probabilistic language based on pattern matching and constraint propagation, 153 examples

Official PyTorch implementation of VoxFormer [CVPR 2023 Highlight]

[ECCV 2020] Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution

[CVPR 2024 Highlight] XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies

[CVPR2023] Official Implementation of "DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets"

Official Torch7 implementation of "V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map", CVPR 2018

CVPR2023 (highlight) - A Dynamic Multi-Scale Voxel Flow Network for Video Prediction

We evaluate our method on different datasets (including ShapeNet, CUB-200-2011, and Pascal3D+) and achieve state-of-the-art results, outperforming all the other supervised and unsupervised methods and 3D representations, all in terms of performance, accuracy, and training time.

Sketch-Based 3D Exploration with Stacked Generative Adversarial Networks

Unifying Voxel-based Representation with Transformer for 3D Object Detection (NeurIPS 2022)

Video Frame Synthesis using Deep Voxel Flow (ICCV 2017 Oral)

Research platform for 3D object detection in PyTorch.

Skeletonize densely labeled 3D image segmentations with TEASAR. (Medial Axis Transform)

Tutorials on computer vision with PyTorch and FiftyOne

PVT: Point-Voxel Transformer for 3D Deep Learning

3D reconstruction with neural networks using Tensorflow. See link for Video (https://www.youtube.com/watch?v=iI6ZMST8Ri0)

SPVD: Efficient and Scalable Point Cloud Generation with Sparse Point-Voxel Diffusion Models

VoxAct-B: Voxel-Based Acting and Stabilizing Policy for Bimanual Manipulation (CoRL 2024)

CSGNet for voxel based input