Museums are having a hard time digitalizing their catalogues

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Museums are having a hard time digitalizing their catalogues. They have to manually create a description for the artworks. Object Detection provides one way of relieving this burden and attempts to provide useful input in this field (annotating objects in the artworks).

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Goal:

  • Provide the current landscape of Object Detection techniques used in this field (what models are used, how do they perform, …)
  • Provide a starting point for future research: what direction should the research field take to provide the most value (either for the end user and the researcher; data augmentation?)

Sample Solution