3D

Unite the People

Introduced in Unite the People: Closing the Loop Between 3D and 2D Human Representations

About this Dataset

Unite The People is a dataset for 3D body estimation. The images come from the Leeds Sports Pose dataset and its extended version, as well as the single person tagged people from the MPII Human Pose Dataset. The images are labeled with different types of annotations such as segmentation labels, pose or 3D.

Source: Unite the People: Closing the Loop Between 3D and 2D Human Representations

Dataset Variants

Unite the People

Papers1

Unite the People: Closing the Loop Between 3D and 2D Human Representations

This work proposes a hybrid approach to 3D body model fits for multiple human pose datasets with an extended version of the recently introduced SMPLify method, and shows that UP-3D can be enhanced with these improved fits to grow in quantity and quality, which makes the system deployable on large scale.

Tasks

EDIT

Pose Estimation 3D Human Pose Estimation 3D Pose Estimation

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Statistics

Papers

1

Tasks

32

License

CC BY-NC 4.0

Modalities

3D