Datasets:
Tasks:
Video Classification
Modalities:
Text
Formats:
webdataset
Languages:
English
Size:
< 1K
ArXiv:
License:
license: apache-2.0 | |
task_categories: | |
- video-classification | |
- video-retrieval | |
language: | |
- en | |
size_categories: | |
- 100M<n<1B | |
## π Overview | |
Egolearn video features. | |
1. egocentric videos are extracted by VideoMAE_L14 at 8 fps. | |
1. exocentric videos are extracted by InternVideo_MM_L14 at 8 fps. | |
They are used for evaluating the egovideo-exovideo retrieval ability of [EgoInstructor](https://arxiv.org/pdf/2401.00789). | |
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](https://github.com/Jazzcharles/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} | |
} | |
``` | |