Explainability

Proposals Generation for Weakly Supervised Object Detection in Artwork Images featured image

Proposals Generation for Weakly Supervised Object Detection in Artwork Images

Object Detection requires many precise annotations, which are available for natural images but not for many non-natural data sets such as artworks data sets. A solution is using …

federico-milani
ArtDL featured image

ArtDL

ArtDL is an open-access research that leverages deep learning and object detection to automate the classification and localization of complex iconographic themes within artworks.

Comparing CAM algorithms for the identification of salient image features in iconography artwork analysis featured image

Comparing CAM algorithms for the identification of salient image features in iconography artwork analysis

Iconography studies the visual content of artworks by considering the themes portrayed in them and their representation. Computer Vision has been used to identify iconographic …

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Nicolò Pinciroli