Data Preparation for FineAction-1.3

Download Annotations

You can download the annotation by

bash download_annotation.sh

The annotation should be in data/fineaction/annotations/.

Download Pre-extracted Features

Please put the downloaded feature under the path: data/fineaction/features/.

We provide the following pre-extracted features:

Feature	Url	Backbone	Feature Extraction Setting
videomae_h	InternVideo Repo	VideoMAE-H-K700-16x4x1	snippet_stride=16, clip_length=16, frame_interval=1
videomaev2_g	VideoMAEv2 Repo	VideoMAEv2-g-K710-16x4x1	snippet_stride=16, clip_length=16, frame_interval=1
internvideo2_1b	Official Repo	InternVideo2-6B	snippet_stride=4, clip_length=16, frame_interval=1

Download Raw Videos

Please put the downloaded video under the path: data/fineaction/raw_data/.

You can download the raw video from official website.

Citation

@article{liu2022fineaction,
  title={Fineaction: A fine-grained video dataset for temporal action localization},
  author={Liu, Yi and Wang, Limin and Wang, Yali and Ma, Xiao and Qiao, Yu},
  journal={IEEE Transactions on Image Processing},
  year={2022},
  publisher={IEEE}
}