Dataset Card for laion2B-multi-turkish-subset

Dataset Summary

LAION-5B is a large scale openly accessible image-text dataset contains text from multiple languages. This is a Turkish subset data of laion/laion2B-multi. It's compatible to be used with image2dataset to fetch the images at scale.

Data Structure

DatasetDict({
    train: Dataset({
        features: ['SAMPLE_ID', 'URL', 'TEXT', 'HEIGHT', 'WIDTH', 'LICENSE', 'LANGUAGE', 'NSFW', 'similarity'],
        num_rows: 34638627
    })
})

{
   'SAMPLE_ID': Value(dtype='int64', id=None),
   'URL': Value(dtype='string', id=None),
   'TEXT': Value(dtype='string', id=None),
   'HEIGHT': Value(dtype='int64', id=None),
   'WIDTH': Value(dtype='int64', id=None),
   'LICENSE': Value(dtype='string', id=None),
   'LANGUAGE': Value(dtype='string', id=None),
   'NSFW': Value(dtype='string', id=None),
   'similarity': Value(dtype='float64', id=None)
}

Notes

The data was basically processed to drop non-Turkish and irrelevant texts before published. Both FastText and langdetect libraries were used to identify if the text is Turkish or not. The cleaning process can be summarized as follows:

• replace """ with empty str
• remove URLs in texts
• Drop if both FastText and LangDetect are highly confident with there is no Turkish in text.
• Drop empty text fields.

License

CC-BY-4.0