Year
2022
Publisher
transcript Verlag
Language
English
Pages
33
Last Update
04-Sep-2024
Keywords
Communication Studies
Computer vision and computational art history are naturally synergistic fields. With the internet’s growing presence in modern life, art museums and cultural heritage institutions are digitizing their collections to connect to a wider and more inclusive audience through their websites and social media platforms and thus are releasing terabytes of high-quality, annotated digital images online. Meanwhile, state-of-the-art deep neural networks have achieved near human-level performance in the identification of the subject matter and formal qualities of digitized images, a performance predicated on the availability of large and fully labeled training datasets such as those produced by museum and art library...
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