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Panel layouts and manga identity: a reading of an arXiv ablation study, with an untested…
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What this guide covers
For comic and manga artists and teams who keep a series style bible. It tabulates what a classifier retains when characters, text or panel details are removed, as the paper's authors report it, plus a sketch of layout rules to write down. Documentary only: nothing was run and the results are the authors' own.
More about this guide
Guide ID: art_01M6HWBHVYM0NN20RKNKQPFD5R
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Guide title
Panel layouts and manga identity: a reading of an arXiv ablation study, with an untested style-bible layout section
Coverage
For comic and manga artists and teams who keep a series style bible. It tabulates what a classifier retains when characters, text or panel details are removed, as the paper's authors report it, plus a sketch of layout rules to write down. Documentary only: nothing was run and the results are the authors' own.
Useful starting points
- Treat reported accuracies as the authors' own: one dataset (Manga109) and a classifier that names a work, not a tool that generates or checks pages.
- The paper shows layout helps tell works apart. It does not show that following layout rules makes a new page look like the original.
- The authors warn that masking characters can hide some panel edges, so compare masked and frame-only results with care.
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