Booru imageboards contains huge count of images and are replenished constantly by end-users and batch crosspostings.
There is no strict quality control but general (booru dependent) moderational rules and community self-cleanup.
As a result raw imageboards content and datasets over it such as Danbooru 2020 are somewhat "dirty"
and a lot of preprocessing required to exclude some evident “outliers”.
The BOORU CHARS 2021 torrent aimed to be comparable size but much cleaner from esthetical and technical points of view with the same
amount of community metadata (tags, user ratings etc) and also with technical metadata about images and image content.
THIS IS THE ADDON to BOORU CHARS 2021 with no duplicates and minumum similarities for pre-2016 art .
The practical task was an almost-automatic cleanup ~510k images of “cluttered basement” :
The task is generally subjective, but there are some esthetical “rules of thumb” projected on numeric criterias
which can be estimated with image processing workflow (described in the README):
Then outliers was extracted with several “quality functions” and “attractiveness score” applied to the remainder.
Unlike BC2021 some characterless scenes, cosplay, uncensored boobs and other off-topics may left in release (no manual review here).
This release contains:
NOTE the substantial share of images came here from releases zerochan 2014
Safebooru pages and Safebooru 1280 Sankaku 2015 and ancient e-shuushuu
Comments - 1
SomaHeir
Thanks!!