A. DATASETS
In this section we give a description of the all ﬁne art and
natural image datasets used in this work. The various datasets
were used for three different phases: (1) to explore the corre-
lation between different concepts in the domain of ﬁne art
images; (2) to evaluate the machine-based predictions with
human judgments of ﬁne art images and (3) to train deep
neural networks for the tasks of aesthetic, sentiment or mem-
orability prediction. The datasets are listed in Table 1.
A_Deep_Learning_Perspective_on_Beauty_Sentiment_and_Remembrance_of_Art