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Visual-Recipe-Flow

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This repository contains the annotations and scripts to download data used in Visual Recipe Flow: A Dataset for Learning Visual State Changes of Objects with Recipe Flows.

Download Data

annotations.json contains only NE tags, recipe flows based on word IDs, and frame IDs. To download recipes and cooking videos run the following script.

$ zsh ./scripts/download_recipes.zsh

This script also automatically creates files for tokenized words of ingredient and instruction texts (ingredients.tok and instructions.tok).

Citation

@inproceedings{shirai-etal-2022-visual,
    title = "Visual Recipe Flow: A Dataset for Learning Visual State Changes of Objects with Recipe Flows",
    author = "Shirai, Keisuke  and
      Hashimoto, Atsushi  and
      Nishimura, Taichi  and
      Kameko, Hirotaka  and
      Kurita, Shuhei  and
      Ushiku, Yoshitaka  and
      Mori, Shinsuke",
    booktitle = "Proceedings of the 29th International Conference on Computational Linguistics",
    month = oct,
    year = "2022",
    address = "Gyeongju, Republic of Korea",
    publisher = "International Committee on Computational Linguistics",
    url = "https://aclanthology.org/2022.coling-1.315",
    pages = "3570--3577",
}

License

MIT license

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