three perceptually relevant properties: the aesthetic evalua-
tion of the image, the sentiment induced by the image and
the memorability of the image. We use CNNs pre-trained
for predicting these properties in natural images in order to
obtain aesthetic, sentiment and memorability scores of art
images. We analyze the relation of the obtained scores with
other high-level image properties, as well as art history related
concepts of style, genre, artists and chronology.
A_Deep_Learning_Perspective_on_Beauty_Sentiment_and_Remembrance_of_Art