georgeblck/art-datasets

Curated list of all publicly available art datasets for Machine Learning

List of Art Datasets for Machine Learning

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• Speciality
• Availability
• Labels

Scientific

• PRINTART - 988 Images , [paper-2012] [data] 35 Citations
• Painting-91 - 4266 Images, [paper-2014] [data] 86 Citations
• Rijksmusem - 3593 Paintings/112039 Images, [paper-2014] [data] [code] 60 Citations
• Wikipaintings=WikiArt
• Paintings
• Face Paintings
• Visual Link
• Art 500K - ~500'000 Images, [paper] [data+code] 22 Citations
• SemArt - 21'383 Images, [paper-2018] [data] 11 Citations
• omniart - 2'050'017 Images, [Website to apply for torrent] [paper] 25 Citations
• Web Gallery of Art - ~19'000 , [website]
• Wikiart - ~100'000 Images is being updated, [website] [python-crawler] [ready-made-source1] [ready-made-source #2]
• Mulitask Painting Collection - , [website+download] [paper-2019] 1 Citation

Gallery Collections

• MoMa Collection - only Artist data [github]
• Paris Musées - 150'221 Images [website]
• The Tate Collection - no longer maintained [github]
• ArtUK former BBC-Your Paintings - no longer accesible [website]
• iMet Collection Dataset - 375'000 Images, [paper] [kaggle-data]
• Carnegie Museum of Art Pittsburgh [github]
• The Metropolitan Museum of Art [github]
• Nationalmuseum Sweden [github]