Impressions: Understanding Visual Semiotics and Aesthetic Impact
Paper • 2310.17887 • Published • 1
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Dataset Card for "Impressions"
Overview
The Impressions dataset is a multimodal benchmark that consists of 4,100 unique annotations and over 1,375 image-caption pairs from the photography domain. Each annotation explores (1) the aesthetic impactfulness of a photograph, (2) image descriptions in which pragmatic inferences are welcome, (3) emotions/thoughts/beliefs that the photograph may inspire, and (4) the aesthetic elements that elicited the expressed impression.
EMNLP 2023 | Paper
Additional Data
The Impressions dataset comes with more information that just image annotations on questions pertaining to Pragmatic Description, Perception, and Aesthetic Evaluation. For annotator personality and demographic metadata, as well as all Aesthetic Impact annotations, please see our git repository!
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