|
--- |
|
license: apache-2.0 |
|
task_categories: |
|
- video-classification |
|
language: |
|
- en |
|
size_categories: |
|
- 1B<n<10B |
|
--- |
|
|
|
## 📙 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](https://huggingface.co/datasets/Jazzcharles/HowTo100M_llama3_refined_caption). |
|
|
|
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](https://github.com/Jazzcharles/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} |
|
} |
|
` |
