Aesthetic Attributes Assessment of Images with AMANv2 and DPC-CaptionsV2. (arXiv:2208.04522v1 [cs.CV])

Image aesthetic quality assessment is popular during the last decade. Besides
numerical assessment, nature language assessment (aesthetic captioning) has
been proposed to describe the generally aesthetic impression of an image. In
this paper, we propose aesthetic attribute assessment, which is the aesthetic
attributes captioning, i.e., to assess the aesthetic attributes such as
composition, lighting usage and color arrangement. It is a non-trivial task to
label the comments of aesthetic attributes, which limit the scale of the
corresponding datasets. We construct …

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