Datasets:
Tasks:
Video Classification
Modalities:
Text
Formats:
webdataset
Languages:
English
Size:
< 1K
ArXiv:
License:
metadata
license: apache-2.0
task_categories:
- video-classification
- video-retrieval
language:
- en
size_categories:
- 100M<n<1B
π Overview
Egolearn video features.
- egocentric videos are extracted by VideoMAE_L14 at 8 fps.
- exocentric videos are extracted by InternVideo_MM_L14 at 8 fps.
They are used for evaluating the egovideo-exovideo retrieval ability of EgoInstructor.
Each file (e.g. 2cad4224-56c4-11ee-88ee-80615f12b59e.pth.tar) is a TxD feature vector, where T refers to the length of the video and D is 768.
ποΈ How-To-Use
Please refer to code EgoInstructor for details.
π Citation
@article{xu2024retrieval,
title={Retrieval-augmented egocentric video captioning},
author={Xu, Jilan and Huang, Yifei and Hou, Junlin and Chen, Guo and Zhang, Yuejie and Feng, Rui and Xie, Weidi},
journal={arXiv preprint arXiv:2401.00789},
year={2024}
}