Cc12m | Download [better]

wget https://storage.googleapis.com/conceptual_12m/cc12m.tsv Use code with caution.

The official release consists of a metadata file containing image URLs and their corresponding captions. Google does not host the images directly due to copyright; you must download them from the provided links. cc12m download

Because many original URLs may have broken since the dataset's release in 2021, using a specialized tool is essential for speed and error handling. google-research-datasets/conceptual-12m - GitHub wget https://storage

is a massive dataset of 12.4 million image-URL and text-caption pairs, specifically designed for vision-and-language pre-training. Unlike many datasets restricted by high-precision filtering, CC12M relaxes its collection pipeline to capture "long-tail" visual concepts that are often ignored in smaller datasets like CC3M. Because many original URLs may have broken since

To download and use the dataset effectively, follow this guide covering metadata retrieval, image scraping, and alternative hosting. 1. Download the CC12M Metadata