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📙 Overview
The metadata for Ego4d training set, with paired howto100m video clips. The ego-exo pair is constructed by choosing the ones with shared nouns/verbs.
Each sample represents a short video clip, which consists of
- vid: the initial video id.
- start_second: the start timestamp of the narration.
- end_second: the end timestamp of the narration.
- text: the original narration.
- noun: a list containing the index of nouns in the Ego4d noun vocabulary.
- verb: a list containing the index of verbs in the Ego4d verb vocabulary.
- nv_index: a list of numbers indexing the paired howto100m clips.
The noun and verb vocabularies can be found in EgoVLP (https://drive.google.com/drive/folders/16fUv5rrZmt06Ty3QAEweDpveC-84RI9Z).
🏋️ How-To-Use
Please refer to code EgoInstructor for details.
🎓 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}
}
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