Description

ChildPlay-Hand is a video dataset for modeling Hand-Object Interaction (HOI) in the wild that includes person and object bounding boxes, as well as manipulation actions. ChildPlay-Hand is unique in: (1) providing per-hand annotations; (2) featuring videos in uncontrolled settings with natural interactions; and (3) including gaze labels from the ChildPlay-Gaze dataset for joint modeling of manipulations and gaze. It contains annotations for 401 video clips from the ChildPlay-Gaze dataset, resulting in 7,653 segments and 10 actions.

Reference

If you're using this code, models or dataset, please cite the following publications:

@inproceedings{Farkhondeh_ECCVW_2024,
      author    = {Farkhondeh*, Arya and Tafasca*, Samy and Odobez, Jean-Marc},
      title     = {ChildPlay-Hand: A Dataset of Hand Manipulations in the Wild},
      booktitle = {Proceedings of the European Conference on Computer Vision (ECCV) Workshops},
      year      = {2024},
      note      = {* Equal contribution}
      }

@InProceedings{Tafasca_2023_ICCV,
      author    = {Tafasca*, Samy and Gupta*, Anshul and Odobez, Jean-Marc},
      title     = {ChildPlay: A New Benchmark for Understanding Children's Gaze Behaviour},
      booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
      month     = {October},
      year      = {2023},
      pages     = {20935-20946},
      note      = {* Equal contribution}
      }