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  license_name: conceptual-12m
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  license_link: LICENSE
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  license_name: conceptual-12m
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  license_link: LICENSE
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  ---
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+ # Dataset Card for Conceptual Captions 12M (CC12M)
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+
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+ ## Dataset Description
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+
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+ - **Repository:** [Conceptual 12M repository](https://github.com/google-research-datasets/conceptual-12m)
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+ - **Paper:** [Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts](https://arxiv.org/abs/2102.08981)
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+ - **Point of Contact:** [Conceptual Captions e-mail](mailto:conceptual-captions@google.com)
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+
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+ ### Dataset Summary
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+
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+ Conceptual 12M (CC12M) is a dataset with 12 million image-text pairs specifically meant to be used for visionand-language pre-training.
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+ Its data collection pipeline is a relaxed version of the one used in Conceptual Captions 3M (CC3M).
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+
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+ ### Usage
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+
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+ This instance of Conceptual Captions is in [webdataset](https://github.com/webdataset/webdataset/commits/main) .tar format. It can be used with webdataset library or upcoming releases of Hugging Face `datasets`.
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+
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+ ...More Detail TBD
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+
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+ ### Data Splits
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+
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+ This dataset was downloaded using img2dataset.
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+
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+ #### Train
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+ * `cc12m-train-*.tar`
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+ * Downloaded on 2021/18/22
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+ * 2176 shards, 10968539 samples
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+
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+ ## Additional Information
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+
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+ ### Dataset Curators
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+
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+ Soravit Changpinyo, Piyush Sharma, Nan Ding and Radu Soricut.
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+
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+ ### Licensing Information
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+
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+ The dataset may be freely used for any purpose, although acknowledgement of
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+ Google LLC ("Google") as the data source would be appreciated. The dataset is
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+ provided "AS IS" without any warranty, express or implied. Google disclaims all
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+ liability for any damages, direct or indirect, resulting from the use of the
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+ dataset.
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+
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+ ### Citation Information
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+
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+ ```bibtex
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+ @inproceedings{changpinyo2021cc12m,
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+ title = {{Conceptual 12M}: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts},
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+ author = {Changpinyo, Soravit and Sharma, Piyush and Ding, Nan and Soricut, Radu},
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+ booktitle = {CVPR},
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+ year = {2021},
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+ }
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+ ```