Abfig / Figure studio

Turn Your Paper Abstract Into a Graphical Abstract

01 / Your starting point

What’s the story?

Try a sample:

Style hints:

0 / 3000

AI rewrites your abstract into an image-generation-ready visual brief

Output optionsGeneral (choose ratio) · Auto · Single · 1K · Web preview

Target journal

Shape

Compare options

Resolution

Up to 1 free generation trial per browser, with no daily refill. Sign in to save your result; downloading new artwork requires paid access.

Paid access unlocks watermark-free downloads for retained originals and journal-sized exports.

02 / Your visual draft

Sample image

AI-generated cancer immunotherapy graphical abstract example — Illustrative AI draft made with Abfig — not experimental evidence.

See the kind of story you can build

Your generated figure will replace this example while your abstract and output choices stay in place.

Review every scientific relationship and label, then check your target journal’s current AI-image policy.

Need dimensions for a specific journal? Browse journal specifications →

Go from paper abstract to figure: paste your text and Abfig drafts a journal-sized graphical abstract for you to review, refine, and export.

Example: recolor a cell with text

Describe a color change in Refine. Here is a synthetic source and one AI result.

Synthetic diagram with an orange cell in RESPONSE and blue reference cells — Source: orange cell in RESPONSE

One AI result where the orange RESPONSE cell became blue — One AI Refine result

On your own result, choose “AI Refine colors or content,” adapt the instruction, and generate. Compare with the source; check cell count, arrows, text, and color.

English instruction used

Edit the supplied diagram. Recolor only the large orange cell on the left side of the RESPONSE panel to match the blue cells in the INPUT and TREATMENT panels. Preserve the orange cell’s exact diameter, outline, nucleus, position and highlight. Do not change any other cell, the gold treatment marker, arrows, text, panel borders, background or layout. Do not add or remove objects.

This is one synthetic result without research data. The same instruction can produce a different result or alter other objects. Refine redraws the whole image and uses credits.

Example: remove an extra cell

See the source image, the area to brush, and one AI result before editing your own figure.

Sample diagram with an extra blue cell in the response panel — 1. Source image

Sample diagram with the extra cell selected for redrawing — 2. Brush selection

Sample diagram after the extra blue cell was removed — 3. One AI result

Brush over the entire unwanted object and a little surrounding background. Avoid labels and nearby objects.
Describe what should replace the selection, and name the details that must stay. Adapt the sample prompt to your figure.
Preview the submitted selection before generating. Compare the result with the source and verify the scientific content.

Sample instruction

Remove the isolated extra blue cell in the lower part of the RESPONSE panel. Leave this selected area as empty, uniform pale blue background matching its surroundings. Do not add or replace any object. Keep the other cells, arrows, labels, panel borders, and layout unchanged.

Illustrative diagram without research data. This shows one model result, not a guaranteed outcome. Inpaint redraws the selected area and uses credits.

Alternative: try manual recolor

Sample figure with one orange cell among blue cells

This sample has one orange cell among blue cells. Try changing just that cell to match the others, then inspect the result. The image is illustrative and contains no research data.

How the Abfig graphical abstract maker works

Paste the central message of your paper and Abfig drafts a visual explanation of the study. You can regenerate the full composition, refine selected regions, and export an RGB PNG or TIFF at a chosen journal preset. The result is a starting point for communicating a method, mechanism, or finding—not a substitute for checking the research content, labels, and publisher policy.

How to turn a paper abstract into a graphical abstract

A useful figure starts with one message, not every sentence in the manuscript. This workflow keeps the draft focused and makes scientific review easier.

Choose the point the reader should remember

Identify the main process, comparison, mechanism, or result. Remove background details that do not change the visual story.

Paste the abstract or start from a sketch

Use 50–3000 characters of abstract text, or upload a rough sketch when you already know the layout you want to explore.

Set the shape and visual direction

Choose an aspect ratio and add concise hints such as a left-to-right workflow, restrained labels, or a blue–teal palette.

Review, refine, and export

Check every relationship and label, regenerate when the structure is wrong, refine selected regions, then export PNG or TIFF at the required dimensions and resolution.

What this graphical abstract generator can help explain

Abfig is designed for conceptual scientific communication. It works best when the source can be organized as a process, relationship, comparison, or concise study overview.

Methods and experimental workflows

Turn a sequence of sampling, treatment, measurement, and analysis steps into a visual flow that readers can scan quickly.

Mechanisms and hypotheses

Draft a conceptual diagram of interacting cells, molecules, materials, or environmental factors without treating the image as primary evidence.

Clinical study overviews

Summarize population, intervention, comparison, and key outcome at a high level while keeping exact values in the manuscript or data figure.

Cross-disciplinary research summaries

Create a common visual entry point for collaborators, conference audiences, lab meetings, preprints, and research presentations.

What to verify before you use an AI-generated scientific figure

The generated image is a draft. The author remains responsible for scientific accuracy, rights, disclosures, and the rules of the target venue.

Scientific accuracy

Check labels, directions, quantities, anatomy, molecular relationships, and causal claims against the manuscript.

Evidence boundaries

Do not use a conceptual AI image to replace microscopy, diagnostic images, measured plots, or other primary research evidence.

Publisher policy

Confirm whether the journal permits AI-assisted figures and what disclosure, attribution, or documentation it requires.

Prepare the figure for its destination

Use these guides to check dimensions, resolution, terminology, and common layout patterns after the scientific content is settled.

Make a conference poster

Journal specifications

Compare published size and file guidance for supported journal presets.

DPI checker

Inspect the pixel dimensions and effective print resolution of an exported image.

Visual abstract guide

Learn how visual abstracts summarize a study for clinical and research audiences.

Graphical abstract templates

Review common information structures before choosing a composition.

Graphical abstract maker FAQ

Can I use Abfig for free?: You can preview a watermarked 1000px draft for free. Downloads of new artwork require paid access; one-time credit packs are available without a subscription.
Can I create a figure from a rough sketch?: Yes. Switch to sketch input, upload a rough layout, and optionally add text guidance. Treat the result as a new AI-generated draft rather than a pixel-perfect tracing.
Can I edit individual objects in the generated figure?: Abfig can regenerate the whole image and refine or inpaint selected regions. It is not a vector or object-level illustration editor.
Which export formats are available?: Abfig exports RGB PNG and TIFF files. Journal presets can scale the output to published dimensions and 300 DPI, but you should still verify the current author guidelines.
Does using a journal preset guarantee acceptance?: No. A preset helps with dimensions and resolution only. Scientific accuracy, disclosure rules, file requirements, and editorial acceptance remain the author's responsibility.

Example: recolor a cell with text

Describe a color change in Refine. Here is a synthetic source and one AI result.

On your own result, choose “AI Refine colors or content,” adapt the instruction, and generate. Compare with the source; check cell count, arrows, text, and color.

English instruction used

This is one synthetic result without research data. The same instruction can produce a different result or alter other objects. Refine redraws the whole image and uses credits.

Example: remove an extra cell

See the source image, the area to brush, and one AI result before editing your own figure.

Brush over the entire unwanted object and a little surrounding background. Avoid labels and nearby objects.
Describe what should replace the selection, and name the details that must stay. Adapt the sample prompt to your figure.
Preview the submitted selection before generating. Compare the result with the source and verify the scientific content.

Sample instruction

Illustrative diagram without research data. This shows one model result, not a guaranteed outcome. Inpaint redraws the selected area and uses credits.

How the Abfig graphical abstract maker works

How to turn a paper abstract into a graphical abstract

A useful figure starts with one message, not every sentence in the manuscript. This workflow keeps the draft focused and makes scientific review easier.

Choose the point the reader should remember

Identify the main process, comparison, mechanism, or result. Remove background details that do not change the visual story.

Paste the abstract or start from a sketch

Use 50–3000 characters of abstract text, or upload a rough sketch when you already know the layout you want to explore.

Set the shape and visual direction

Choose an aspect ratio and add concise hints such as a left-to-right workflow, restrained labels, or a blue–teal palette.

Review, refine, and export

Check every relationship and label, regenerate when the structure is wrong, refine selected regions, then export PNG or TIFF at the required dimensions and resolution.

What this graphical abstract generator can help explain

Abfig is designed for conceptual scientific communication. It works best when the source can be organized as a process, relationship, comparison, or concise study overview.

Methods and experimental workflows

Turn a sequence of sampling, treatment, measurement, and analysis steps into a visual flow that readers can scan quickly.

Mechanisms and hypotheses

Draft a conceptual diagram of interacting cells, molecules, materials, or environmental factors without treating the image as primary evidence.

Clinical study overviews

Summarize population, intervention, comparison, and key outcome at a high level while keeping exact values in the manuscript or data figure.

Cross-disciplinary research summaries

Create a common visual entry point for collaborators, conference audiences, lab meetings, preprints, and research presentations.

What to verify before you use an AI-generated scientific figure

The generated image is a draft. The author remains responsible for scientific accuracy, rights, disclosures, and the rules of the target venue.

Scientific accuracy

Check labels, directions, quantities, anatomy, molecular relationships, and causal claims against the manuscript.

Evidence boundaries

Do not use a conceptual AI image to replace microscopy, diagnostic images, measured plots, or other primary research evidence.

Publisher policy

Confirm whether the journal permits AI-assisted figures and what disclosure, attribution, or documentation it requires.

Graphical abstract maker FAQ

Can I use Abfig for free?

You can preview a watermarked 1000px draft for free. Downloads of new artwork require paid access; one-time credit packs are available without a subscription.

Can I create a figure from a rough sketch?

Yes. Switch to sketch input, upload a rough layout, and optionally add text guidance. Treat the result as a new AI-generated draft rather than a pixel-perfect tracing.

Can I edit individual objects in the generated figure?

Abfig can regenerate the whole image and refine or inpaint selected regions. It is not a vector or object-level illustration editor.

Which export formats are available?

Abfig exports RGB PNG and TIFF files. Journal presets can scale the output to published dimensions and 300 DPI, but you should still verify the current author guidelines.

Does using a journal preset guarantee acceptance?

No. A preset helps with dimensions and resolution only. Scientific accuracy, disclosure rules, file requirements, and editorial acceptance remain the author's responsibility.