Skip to content

The official codebase of FineAction dataset. We will update the data and code of our FineAction.

Notifications You must be signed in to change notification settings

Richard-61/FineAction

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

2 Commits
 
 

Repository files navigation

The official codebase of FineAction dataset. We will update the data and code of our FineAction.

[Arxiv version] [TIP version]

ToDo

  • Update the VideoMAE feature on FineAction.
  • Update the code of reproduce codabases(BMN, ActionFormer) on FineAction.

📰 News

⚡️ Data Download

🚀 Research

We will update the SOTA methods on our FineAction.

✨ Temporal Action Localization

Year Venue Model
(or Authors)
@0.5 @0.75 @0.95 AVG code
2019 ICCV BMN (Reprod.) 14.44 8.92 3.12 9.25 code
2020 AAAI DBG (Reprod.) 10.65 6.43 2.50 6.75 code
2020 CVPR G-TAD (Reprod.) 13.74 8.83 3.06 9.06 code

✨ Weakly Supervised Temporal Action Localization

Year Venue Model
(or Authors)
@0.5 @0.75 @0.95 AVG code
2018 ECCV W-TALC (Reprod.) 6.18 3.15 0.83 3.45 code
2021 AAAI Lee et al. (Reprod.) 6.65 3.23 0.95 3.64 code
2021 CVPR ASL (Reprod.) 6.79 2.68 0.81 3.30 code
2021 ICCV D2-Net (Reprod.) 6.75 3.02 0.82 3.35 code
2022 ECCV HAAN 7.05 3.95 1.14 4.10 code

☎️ Contact

Any question about our FineAction, you can email me. ([email protected])

✏️ Citation

If you think this project is helpful, please feel free to leave a star⭐️ and cite our paper:

@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}
}

About

The official codebase of FineAction dataset. We will update the data and code of our FineAction.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published