Action Genome

A video database bridging human actions and human-object relationships.

About

Built upon Charades Dataset, Action Genome is a large-scale video database providing human-object relationship labels in videos.

1.7M

human-object relationship instances

583K

bounding boxes of interacted objects

265K

frames labeled

Publication

Action Genome: Actions as Compositions of Spatio-temporal Scene Graphs
Jingwei Ji, Ranjay Krishna, Li Fei-Fei, Juan Carlos Niebles

If you find our dataset helpful, please cite the paper:

        @inproceedings{ji2020action,
          title={Action Genome: Actions As Compositions of Spatio-Temporal Scene Graphs},
          author={Ji, Jingwei and Krishna, Ranjay and Fei-Fei, Li and Niebles, Juan Carlos},
          booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
          pages={10236--10247},
          year={2020}
        }

Team

Jingwei Ji

Stanford University

Ranjay Krishna

Stanford University

Li Fei-Fei

Stanford University

Juan Carlos Niebles

Stanford University

Acknowledgment: the project is partly supported by Panasonic.