Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
text
Languages:
Indonesian
Size:
100K - 1M
License:
File size: 840 Bytes
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# Conceptual Captions 12M
[[Original Dataset](https://github.com/google-research-datasets/conceptual-12m)] [[Dataset Download](https://storage.depia.wiki/cc12m.jsonl.zst)]
Conceptual 12M (CC12M), a dataset with ~12 million image-text pairs meant to be used for vision-and-language pre-training. It is larger and covers a much more diverse set of visual concepts than the Conceptual Captions (CC3M), a dataset that is widely used for pre-training and end-to-end training of image captioning models. Check our paper for further details.
## Citations
```bibtex
@inproceedings{changpinyo2021cc12m,
title = {{Conceptual 12M}: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts},
author = {Changpinyo, Soravit and Sharma, Piyush and Ding, Nan and Soricut, Radu},
booktitle = {CVPR},
year = {2021},
}
```
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