DEArt: Dataset of European Art

Description

DEArt is an object detection and pose classification dataset meant to be a reference for paintings between the XIIth and the XVIIIth centuries. It contains more than 15000 images, about 80% non-iconic, aligned with manual annotations for the bounding boxes identifying all instances of 69 classes as well as 12 possible poses for boxes identifying human-like objects. Of these, more than 50 classes are cultural heritage specific and thus do not appear in other datasets; these reflect imaginary beings, symbolic entities and other categories related to art.

Resources

Name Format Description Link
55 https://zenodo.org/record/6984525

Tags

  • object-detection
  • religious-art
  • computer-vision
  • cultural-heritage

Topics

  • EDUC

Categories