H3WB

Human 3.6M 3D WholeBody

Dataset Information
Modalities
Images
Introduced
2022
License
MIT License
Homepage
Official Website
Contents

Overview

Human3.6M 3D WholeBody (H3WB) is a large scale dataset with 133 whole-body keypoint annotations on 100K images, made possible by a new multi-view pipeline. It is designed for the three new tasks : i) 3D whole-body pose lifting from 2D complete whole-body pose, ii) 3D whole-body pose lifting from 2D incomplete whole-body pose, iii) 3D whole-body pose estimation from a single RGB image.

Source: H3WB: Human3.6M 3D WholeBody Dataset and Benchmark

Image Source: https://arxiv.org/pdf/2211.15692v1.pdf

Variants: H3WB

Associated Benchmarks

This dataset is used in 2 benchmarks:

Recent Benchmark Submissions

Task Model Paper Date
3D Human Pose Estimation RTMW3D-x RTMW: Real-Time Multi-Person 2D and … 2024-07-11
3D Hand Pose Estimation SemGAN 3D WholeBody Pose Estimation based … 2024-06-03
3D Human Pose Estimation SemGAN 3D WholeBody Pose Estimation based … 2024-06-03
3D Hand Pose Estimation 3D-LFM 3D-LFM: Lifting Foundation Model 2023-12-19
3D Human Pose Estimation 3D-LFM 3D-LFM: Lifting Foundation Model 2023-12-19
3D Human Pose Estimation SimpleBaseline H3WB: Human3.6M 3D WholeBody Dataset … 2022-11-28
3D Human Pose Estimation Large SimpleBaseline H3WB: Human3.6M 3D WholeBody Dataset … 2022-11-28
3D Human Pose Estimation CPN + Jointformer H3WB: Human3.6M 3D WholeBody Dataset … 2022-11-28
3D Human Pose Estimation Resnet50 H3WB: Human3.6M 3D WholeBody Dataset … 2022-11-28
3D Human Pose Estimation CanonPose + 3D supervision H3WB: Human3.6M 3D WholeBody Dataset … 2022-11-28
3D Human Pose Estimation SHN + SimpleBaseline H3WB: Human3.6M 3D WholeBody Dataset … 2022-11-28
3D Human Pose Estimation CanonPose H3WB: Human3.6M 3D WholeBody Dataset … 2022-11-28
3D Human Pose Estimation SimpleBaseline H3WB: Human3.6M 3D WholeBody Dataset … 2022-11-28
3D Human Pose Estimation CanonPose H3WB: Human3.6M 3D WholeBody Dataset … 2022-11-28
3D Hand Pose Estimation Large SimpleBaseline H3WB: Human3.6M 3D WholeBody Dataset … 2022-11-28
3D Hand Pose Estimation CanonPose + 3D supervision H3WB: Human3.6M 3D WholeBody Dataset … 2022-11-28
3D Hand Pose Estimation SimpleBaseline H3WB: Human3.6M 3D WholeBody Dataset … 2022-11-28
3D Hand Pose Estimation Jointformer H3WB: Human3.6M 3D WholeBody Dataset … 2022-11-28
3D Hand Pose Estimation Large SimpleBaseline H3WB: Human3.6M 3D WholeBody Dataset … 2022-11-28
3D Hand Pose Estimation CanonPose + 3D supervision H3WB: Human3.6M 3D WholeBody Dataset … 2022-11-28

Research Papers

Recent papers with results on this dataset:

External Links: