Deep Learning for Art History

Sandro Botticelli: Primavera - 1482 - Uffizi Gallery

This PhD project concern the recognition and detection of iconographic elements (object, person etc.) in the artworks. The two main points of this PhD are the identification of important need from the Art History and the use of the Deep Learning methods, especially the transfer learning.

This PhD is supervised by Yann Gousseau, Olivier Bonfait and Saïd Ladjal.

A paper have been published about the weakly supervised detection of object in artwoks, you can find the project page here.

Nicolas Gonthier
Nicolas Gonthier
PhD Student

My research interests include deep learning, image processing and digital humanities.

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