I made 4 manga pages with AI. Ranking them worst to best found the variable.

Описание и применение

Автор использовал модель Tsubaki.3 для генерации четырёхстраничных манга-страниц, но столкнулся с проблемами смешения персонажей и несоответствием внешности. Итеративный процесс редактирования выявил два ключевых фактора, влияющих на качество: согласованность панелей и сохранение идентичности персонажа.

Задача

Generating consistent manga pages with an AI model produced varying quality and unintended character changes, requiring multiple editing passes.

Результат

The workflow revealed that two variables—panel content consistency and character identity preservation—predicted the order of pages from worst to best. Despite achieving a correct layout in the final pass, the model repeatedly altered the main character’s appearance, highlighting a limitation in maintaining continuity across edits.

Рабочий процесс

• 1. Split scene into panels and write detailed prompt for each panel.
• 2. Generate initial page with Tsubaki.3.
• 3. Identify failures (extra characters, missing elements).
• 4. Apply targeted edit to remove unwanted figures and correct hands.
• 5. Chain additional edits in PixAI Studio to refine layout and content.
• 6. Evaluate each pass for consistency and correctness.
• 7. Rank pages by required human rework to identify influencing variables.

Доказательства

Two failures, both involving the second character.

Источник

Across two chained edits, each pass redrew her from the description rather than inheriting the face from the previous step.

Источник