Link: WikiArt Emotions Dataset

WikiArt Emotions is a dataset of 4,105 pieces of art (mostly paintings)
that has annotations for emotions evoked in the observer. The pieces of art
were selected from WikiArt.org’s collection for twenty-two categories
(impressionism, realism, etc.) from four western styles (Renaissance Art,
Post-Renaissance Art, Modern Art, and Contemporary Art). WikiArt.org shows
notable art in each category in a Featured page. We selected ~200 items
from the featured page of each category. The art is annotated via
crowdsourcing for one or more of twenty emotion categories (including
neutral). In addition to emotions, the art is also annotated for whether it
includes the depiction of a face and how much the observers like the art.
We do not redistribute the art (images), we provide only the annotations.

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