Character Sheet to Lettered Comic Panel Sequence

A consistent character is first generated as a multi-view reference sheet (front/side/angled), then reused via identity+pose adapters to populate a sequence of panel images, which are finally arranged into a hierarchical comic-page layout with speech-bubble lettering added as a separate post-process.

Properties

family: multi-shot
modality: text prompt -> character reference sheet -> panel images -> paneled page + lettering
whyMultiModel: Identity consistency across many panels, per-panel pose/composition control, and page-layout/lettering are three separate concerns: an identity adapter locks the face/design, a pose ControlNet governs per-panel staging, and a dedicated panel-layout/lettering engine (not a diffusion model) composites the final publishable page.
steps: [object Object], [object Object], [object Object] +1 more
controls: character reference sheet (multi-view), IPAdapter identity weight, ControlNet pose skeleton per panel, panel-cut hierarchy (direction/count/angle), bubble placement/text
exampleStack: SDXL (character sheet) -> IPAdapter FaceID + ControlNet OpenPose (per-panel generation) -> ComfyUI Panels layout -> PanelForge lettering
useCases: [webcomic/manga production pipelines needing consistent recurring characters][storyboard-to-comic adaptation][rapid pitch-deck comic mockups]
pitfalls: Identity drift creeps in over long panel sequences despite IPAdapter locking, especially with extreme pose or expression changes; automated lettering still typically needs human copyediting/placement pass before publishing.
source: comfyui_panels: Comics/Manga like panel layouts (GitHub)

Provenance

Source: https://github.com/bmad4ever/comfyui_panels

Character Sheet to Lettered Comic Panel Sequence

Properties

family

multi-shot

modality

text prompt -> character reference sheet -> panel images -> paneled page + lettering

whyMultiModel

Identity consistency across many panels, per-panel pose/composition control, and page-layout/lettering are three separate concerns: an identity adapter locks the face/design, a pose ControlNet governs per-panel staging, and a dedicated panel-layout/lettering engine (not a diffusion model) composites the final publishable page.

steps

[object Object], [object Object], [object Object] +1 more

controls

character reference sheet (multi-view), IPAdapter identity weight, ControlNet pose skeleton per panel, panel-cut hierarchy (direction/count/angle), bubble placement/text

exampleStack

SDXL (character sheet) -> IPAdapter FaceID + ControlNet OpenPose (per-panel generation) -> ComfyUI Panels layout -> PanelForge lettering

useCases

[webcomic/manga production pipelines needing consistent recurring characters][storyboard-to-comic adaptation][rapid pitch-deck comic mockups]

pitfalls

Identity drift creeps in over long panel sequences despite IPAdapter locking, especially with extreme pose or expression changes; automated lettering still typically needs human copyediting/placement pass before publishing.

source

comfyui_panels: Comics/Manga like panel layouts (GitHub)