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End of preview. Expand
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YFCC15M subset used for VLMs
This dataset contains the ~15M subset of YFCC100M used for training the models in the paper Quality Not Quantity: On the Interaction between Dataset Design and Robustness of CLIP. The metadata provided in this repo contains both the page-urls and image-download-urls for downloading the dataset. This dataset can be easily downloaded with img2dataset:
img2dataset --url_list yfcc15m_final_split_pageandimageurls.csv --input_format "csv" --output_format webdataset --output_folder images --processes_count 2 --thread_count 8 --resize_mode no --enable_wandb True
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Size of downloaded dataset files:
1.7 GB
Size of the auto-converted Parquet files:
795 MB
Number of rows:
14,825,236
Data Sourcing report
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Spawning.aiNo elements in this dataset have been identified as either opted-out, or opted-in, by their creator.