The Human-M3 Dataset

Datasets

Human-M3, an outdoor multi-modal multi-view multi-person human pose database of outdoor scenes.

[download]

Basketball Scene

Two scenarios, each involving 10 players playing basketball. (4000 + 5000 frames, 35736 + 45285 poses)

Plaza Scene

An outdoor plaza, involving 4 pedestrains hang out and interact. (1200 frames, 4345 poses)

Intersection Scene

An intersection, including random cyclists and pedestrians. (2000 frames, 3695 poses)

Data Licence

[licence]

Code of Baselines

The implementation of the baselines is available at our github repository. [link]

Reference

Bohao Fan, Siqi Wang, Wenxuan Guo, Wenzhao Zheng, Jianjiang Feng, and Jie Zhou, “Human-M3: A Multi-view Multi-modal Dataset for 3D Human Pose Estimation in Outdoor Scenes”, arxiv, 2023.08

Contact

Contact Dr. Jianjiang Feng for further information.