for natural images can produce remarkably good results
for object recognition in paintings [21], [22], even without
ﬁne-tuning or domain adaptation. To tackle the applicability
of pre-trained CNNs beyond the cross-depiction problem,
we aim to explore if models pre-trained on natural images can
extract perceptually-related images features when applied on
ﬁne art images.
A_Deep_Learning_Perspective_on_Beauty_Sentiment_and_Remembrance_of_Art