metadata

dataset_info:
  features:
    - name: idx
      dtype: int64
      description: Unique identifier for each data entry (e.g., 1, 2, 3, ...).
    - name: video_path
      dtype: string
      description: The path to the original video file (e.g., `xxx.mp4`).
    - name: first_frame_image_path
      dtype: string
      description: The path to the edited first frame image (e.g., `xxx.png`).

GenProp (Generative Video Propagation) - Test Dataset

This dataset contains a set of test data for the GenProp (Generative Video Propagation). The goal is to allow video editing by modifying only the first frame and propagating the changes throughout the entire video.

Description

Each pair of files consists of a video file (xxx.mp4) and its corresponding first frame image (xxx.png).
xxx.mp4 is the original video.
xxx.png is a manually edited image of the first frame of the corresponding video.

License

Licensed with CC-BY-NC 4.0 License.

Citation

@article{liu2024generativevideopropagation,
  author    = {Shaoteng Liu and Tianyu Wang and Jui-Hsien Wang and Qing Liu and Zhifei Zhang and Joon-Young Lee and Yijun Li and Bei Yu and Zhe Lin and Soo Ye Kim and Jiaya Jia},
  title     = {Generative Video Propagation},
  journal   = {arXiv preprint arXiv:2412.19761},
  year      = {2024},
}