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--- |
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license: apache-2.0 |
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task_categories: |
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- video-classification |
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language: |
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- en |
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size_categories: |
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- 1B<n<10B |
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--- |
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## 📙 Overview |
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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. |
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Each sample represents a short video clip, which consists of |
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- vid: the initial video id. |
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- start_second: the start timestamp of the narration. |
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- end_second: the end timestamp of the narration. |
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- text: the original narration. |
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- noun: a list containing the index of nouns in the Ego4d noun vocabulary. |
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- verb: a list containing the index of verbs in the Ego4d verb vocabulary. |
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- nv_index: a list of numbers indexing the [paired howto100m clips](https://huggingface.co/datasets/Jazzcharles/HowTo100M_llama3_refined_caption). |
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The noun and verb vocabularies can be found in EgoVLP (https://drive.google.com/drive/folders/16fUv5rrZmt06Ty3QAEweDpveC-84RI9Z). |
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## 🏋️ How-To-Use |
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Please refer to code [EgoInstructor](https://github.com/Jazzcharles/Egoinstructor/) for details. |
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## 🎓 Citation |
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``` |
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@article{xu2024retrieval, |
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title={Retrieval-augmented egocentric video captioning}, |
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author={Xu, Jilan and Huang, Yifei and Hou, Junlin and Chen, Guo and Zhang, Yuejie and Feng, Rui and Xie, Weidi}, |
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journal={arXiv preprint arXiv:2401.00789}, |
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year={2024} |
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} |
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``` |
