Research:Image recognition of painting subject matter

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This page documents a completed research project.


Students in the School of Data Science at the University of Virginia used machine learning techniques in image recognition to topic tag paintings in the collection of the Metropolitan Museum of art.

ChallengeEdit

Identify the subject matter of paintings, including details such as recognizable elements and features

Sample images are in commons:Category:Paintings in the Metropolitan Museum of Art and here:

ObjectiveEdit

create metadata for what paintings depict; add this to Wikidata "depicts"statements (d:Property:P180) and integrate output into "structured data on Commons", in addition to producing a standalone dataset

TimelineEdit

Late August 2019
Students select research projects from an available pool
Late September 2019
Proposal presentation
May 2020
Project ends

BackgroundEdit

Data management in Wikimedia projects
Metropolitan Museum of Art digital media
Similar efforts

OutcomesEdit