Panel extraction for comic production teams

Turn finished comic pages into editable panel assets.

Upload a manga, comic, or webtoon page. LlamaGen segments the panels, keeps visual context around bubbles and captions, and gives your team assets that can move into localization, motion, archive, or layout work.

Built for creators, studios, translators, editors, and motion comic teams who already have completed pages and need faster handoff-ready panel files.

1 page
to separated panel assets
Panel + bubble
context-aware detection
Export-ready
for editing and animation
Page in
Panels out
Comic Panel Segmentation Tool
Manga page panel crop 01
Manga page panel crop 02
Manga page panel crop 03
Manga page panel crop 04
Detect panels
Preserve context
Export assets

Built for production work

A precise audience: teams who need comic pages to become usable assets.

This page is no longer speaking to everyone who likes comics. It is designed around the people who lose time converting finished pages into files that editors, translators, animators, and publishing tools can actually use.

Comic studios and assistants

Break full pages into clean panel assets before redraw, cleanup, social resizing, or archive packaging.

Best for weekly production pipelines

Localization editors

Keep speech bubbles, captions, and nearby artwork visible so translation QA starts with the right context.

Best for manga, webtoon, and global release teams

Motion comic creators

Convert static pages into panel-level visual assets that can move into video timelines, reels, and animated storyboard tools.

Best for motion prep and republishing

Pain scenarios

The expensive part is not the crop. It is every workflow waiting for the crop.

Manual panel cutting blocks downstream work: translation, cleanup, motion, webtoon re-layout, thumbnails, and asset archives all wait for someone to prepare usable files.

A finished page arrives as one flattened image

The artist, publisher, or archive exports one complete comic page, but your team needs individual shots.

Cost: Editors spend the first pass drawing crop boxes instead of reviewing story clarity.

Fix: Upload the page and start from extracted panels that are ready to inspect.

Speech bubbles cross the panel boundary

A normal crop can cut dialogue, captions, or visual effects away from the panel they explain.

Cost: Localization QA gets rework because the translator loses visual context.

Fix: Use semantic panel detection that treats panels and text areas as connected production context.

Irregular manga layouts break template cutters

Diagonal frames, overlapping action panels, and cinematic layouts do not follow a simple grid.

Cost: Batch tools fail and the page goes back to manual Photoshop work.

Fix: Let AI read the page structure before exporting panel-level assets.

Aha moment

The moment a flat comic page becomes a production asset set.

The strongest demonstration is simple: one finished page goes in, multiple usable panels come out. That output immediately unlocks translation review, motion comic timelines, webtoon adaptation, thumbnails, and archive packaging.

1

Drop in a complete page

Use a JPG, PNG, WEBP, or image URL from an existing comic page, manga page, or webtoon export.

2

AI reads the panel structure

The model identifies panel boundaries and treats speech bubbles, captions, and action effects as context.

3

Review separated assets

Preview the outputs, download the useful panels, and move them into editing, localization, animation, or archive systems.

Full page inputAI segmentation
Full comic page ready for segmentation
Manga page panel crop 01shot_01.webp
Manga page panel crop 02shot_02.webp
Manga page panel crop 03shot_03.webp
Manga page panel crop 04shot_04.webp
Panel 01 crop from the comic strippanel_01.png
Panel 02 crop from the comic strippanel_02.png
The value is not a nicer crop box. The value is removing the handoff delay before the real creative work starts.
Try the workflow

Upload a comic page and inspect the extracted panels.

Use the embedded tool to test a real page. The goal is to show the aha moment directly on the page instead of asking visitors to believe a feature claim.

JPG, PNG, WEBP, or URLComic panel mode preselectedPreview before handoffFull workspace available

segmentimi i paneleve komike

Mjet me AI për segmentim semantik i saktë i paneleve komike.

Upgrade to paid version to enjoy more advanced models and more stable output. Përmirëso tani

Kliko për të ngarkuar ose tërheq imazhin këtu

Mbështet JPG, PNG, WEBP

Generation Preview

Ready to generate

No generated results yet

Upload an image or select an input example, then click Generate.

Input: 1 source image -> Output: pending
1

Upload your source image

Use an image that includes multiple characters or clear comic panels.

2

AI pre-checks character/panel count

If only one subject is detected, we stop and ask you to fix the input image.

3

Run segmentation and cropping

The tool isolates each character/panel as separate assets.

4

Review and continue editing

Use each cropped result in your next workflow step.

Continue to Comic Panel Segmentation

How can you thank us? Spread the word!

Please share the tool to inspire more productive people!

Operational value

Show the metrics this page can improve.

Comic panel segmentation creates value when it changes measurable work: less prep time, fewer missing-bubble fixes, more reusable assets, and faster handoffs between creative roles.

Prep time

Reduce hand-slicing before editing

Move page preparation from repetitive crop-box work into an upload, review, export loop.

Rework rate

Catch missing context earlier

Review whether dialogue, captions, effects, and important art remain attached before a file reaches the next teammate.

Asset reuse

Create files for multiple channels

Use extracted panels for webtoon layout, reels, motion comics, thumbnails, localization, and archives.

Handoff speed

Make downstream work obvious

Give editors, translators, and animators the same set of panel assets instead of asking each role to recut the page.

From one extraction to an automated comic asset pipeline.

Once panel output is consistent, it becomes the first step in a repeatable production system instead of a one-off manual task.

Panel prep automation

Turn incoming pages into panel-level files before cleanup, redraw, translation, or approval review.

Localization handoff

Send translators panels with visible bubbles and scene context so wording decisions happen with fewer screenshots and explanations.

Motion and republishing assets

Feed extracted panels into animated comics, short-form video, webtoon re-layout, thumbnails, and social cuts.

Production-grade examples

See a full page become an ordered asset package.

These are not loose inspiration images. Each case shows a finished page, the extracted panel assets, and the production job those assets unlock.

Source pageBefore
High quality manga page layout prepared for AI panel segmentation
Extracted assetsAfter
Manga page panel crop 01shot_01.webp
Manga page panel crop 02shot_02.webp
Manga page panel crop 03shot_03.webp
Manga page panel crop 04shot_04.webp

Manga layout to editorial review set

A high-detail manga page where panels are not just simple rectangles in a spreadsheet grid.

Automation value
Separates the important story beats so editors can inspect composition, bubbles, and redraw notes panel by panel.
Output
Reviewable shot list for editorial QA
Next step
Redline notes, lettering checks, archive naming
High quality manga page layout prepared for AI panel segmentation
Manga page panel crop 01shot_01.webp
Manga page panel crop 02shot_02.webp
Manga page panel crop 03shot_03.webp
Manga page panel crop 04shot_04.webp
Case 1

Manga layout to editorial review set

Separates the important story beats so editors can inspect composition, bubbles, and redraw notes panel by panel.

Reviewable shot list for editorial QA
Finished four-panel comic page ready for segmentation
Panel 01 crop from the comic strippanel_01.png
Panel 02 crop from the comic strippanel_02.png
Panel 03 crop from the comic strippanel_03.png
Panel 04 crop from the comic strippanel_04.png
Case 2

4-panel comic strip to numbered delivery pack

Detects panel boundaries, preserves the sequence, and gives the team four clean files for review or upload.

4 ordered panel crops + source context
Long vertical webtoon page prepared for scene segmentation
Top scene slice from vertical webtoonscene_01.webp
Second scene slice from vertical webtoonscene_02.webp
Third scene slice from vertical webtoonscene_03.webp
Bottom scene slice from vertical webtoonscene_04.webp
Case 3

Vertical webtoon to mobile-ready scene slices

Cuts the scroll into reusable scene slices so layout, thumbnail, and short-form teams do not fight one giant image.

Mobile scene slices for republishing

AI panel segmentation vs manual cutting

Manual slicing looks simple until every downstream teammate needs the same page prepared again.

Workflow needLlamaGen segmentationManual cutting
First-pass prepUpload, preview, exportDraw every crop box by hand
Irregular pagesLayout-aware detectionManual fixes for diagonals and overlaps
Speech bubble contextReviewed with panel contextEasy to crop out or over-include
Downstream handoffReusable panel asset setEach role often recuts the page
RepeatabilityConsistent workflow for more pagesQuality varies by operator
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Krijoni deri në 20 panele për udhëzim

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Comic panel segmentation FAQ

Who is this comic panel segmentation tool for?

It is for comic studios, solo creators, localization editors, webtoon teams, archivists, and motion comic creators who need to turn finished pages into individual panel assets.

How is this different from a normal image cropper?

A normal cropper only cuts rectangles. LlamaGen is designed around comic page structure, so the page can be analyzed as panels, bubbles, captions, effects, and layout context.

Can it handle manga pages and irregular layouts?

Yes. The workflow is intended for manga diagonals, overlapping frames, action pages, western comic pages, and webtoon-style layouts, though every page should still be reviewed before production handoff.

What can I do with the extracted panels?

Use them for localization QA, lettering, redraw notes, motion comic timelines, webtoon adaptation, social thumbnails, archive cleanup, or design-tool handoff.

What formats can I upload?

The tool supports common image inputs such as JPG, PNG, and WEBP, and it can also work from an image URL when available.

Turn the next comic page into editable panel assets.

Upload a page, review the segmentation, and move the outputs into the workflow that needs them next.

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