AI Scientific Illustration GeneratorEditable SVG Figures from Text

Turn your methodology text into editable SVG scientific illustrations. Our 5-step AI pipeline generates, segments, and assembles publication-ready vector figures for research papers, conference posters, and presentations — no design skills required.

🍌 PaperBanana Pipeline

Turn methodology text into publication-ready architecture diagrams, statistical plots, or image edits via Nano Banana Edit. · Diagram mode uses asynchronous task generation (submit task, poll status, then return final image).

Generation Mode
Select Model
Methodology Text *
Try a classic paper
Diagram Caption
Refinement Iterations2/3

More iterations usually improve quality but increase latency.

Available Credits
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Generated Diagram

Generated image will appear here.

Pipeline Log

Awaiting Process...

Generate Editable Scientific Figures

Turn method text into a publication-ready SVG figure. Preview the PNG, download the assets, then open the editor only when you need to refine it.

Method Text *

Paste the method section, model description, or figure instructions from your paper.

Example Prompts

Reference Image

Optional. Upload one reference image to guide structure or styling.

Available Credits
0

Result

Preview, download, or continue in the editor.

Generated scientific SVG preview

AI Figure Showcase

Real examples generated by AutoFigure-Edit — left: original paper figure, right: AI-generated editable SVG

What Is AI Scientific Illustration?

An AI-powered scientific figure workflow for researchers
AI scientific illustration helps researchers turn prompts, sketches, and reference images into clear scientific figures faster. Paper Banana applies that workflow to system diagrams, biological pathways, experimental schematics, and graphical abstracts while keeping the output clean and publication-ready.

Text to Scientific Figure

Describe any academic illustration in plain language and get a professional figure in about 2 minutes

Multiple Academic Styles

Supports diagram, flowchart, architecture, concept map, schematic, and more figure types

Publication-Ready Quality

High-resolution output suitable for journal papers, conference posters, and thesis documents

Paper Banana Capabilities

TextText to SVG Figure
StyleReference Style Transfer
EditBuilt-in SVG Editor
Why Paper Banana

Why Use Paper Banana for AI Scientific Illustration?

Whether you're a PhD student, postdoc, or professor, Paper Banana helps you create professional scientific figures without any design tools or skills.

Zero Learning Curve

Just describe what you need in plain text. No design software, no templates to learn.

Reference-Based Style Transfer

Upload a reference figure from any paper to guide the visual style. No preset library needed.

Editable SVG Vector Output

Publication-ready SVG where every element is editable. Infinitely scalable — no pixel limits.

Affordable for Academics

Plans from $19/month. Designed for researchers and students who need professional figures without expensive design tools.

5-Step AI Pipeline

Every figure goes through Generator → Segmenter → Extractor → Assembler → Optimizer — ensuring structured, editable SVG output.

How It Works

How to Generate Scientific Illustrations with AI

From methodology text to editable SVG, Paper Banana turns rough research ideas into publication-ready figures in three steps.
Step 1

Describe Your Scientific Figure

Enter your methodology text or describe the figure you need — system architectures, biological pathways, experimental workflows, or any scientific concept.

Methodology textSystem architecturesBiological pathways
Step 2

AI Generates & Assembles with 5-Step Pipeline

Our 5-step pipeline generates a raster draft, segments icon regions with SAM3, extracts and cleans elements, builds an SVG template, and optimizes the final vector figure.

GeneratorSegmenterExtractorAssemblerOptimizer
Step 3

Download Editable SVG or High-Res PNG

Export an editable SVG for Illustrator, Inkscape, or draw.io, or download a high-resolution PNG ready for journal submission, posters, and slides.

Editable SVGHigh-res PNGJournal-ready
5-Step Pipeline

Each step transforms the figure closer to an editable SVG

Instead of returning one raw image, Paper Banana runs a multi-step pipeline that generates a draft, detects visual elements, extracts clean icons, builds a structured SVG template, and assembles the final editable vector.

Export-ready output
Editable SVGHigh-res PNGIllustrator / Inkscape / draw.ioJournal submission ready
01
Generator
Creates the draft

Calls a text-to-image LLM to render a journal-style schematic from your methodology text.

02
Segmenter
Detects elements

Uses SAM3 to detect and segment distinct icons, text regions, and diagram components.

03
Extractor
Cleans assets

Crops each detected region and removes backgrounds with RMBG-2.0 for transparent icon assets.

04
Assembler
Builds the SVG

A multimodal LLM generates a structured SVG template with labeled placeholders aligned to the figure.

05
Optimizer
Refines & finalizes

Validates SVG syntax, optimizes layout alignment, and replaces placeholders with clean icons to produce the final editable SVG.

Built for research papers, conference posters, and presentations where vector output matters.

Methodology text in. Editable SVG out.

AI Scientific Illustrations for Every Research Field

Explore biology, chemistry, medicine, computer science, physics, and engineering figure examples by discipline.
Biology
High-demand keyword

AI Biology Illustration

Create biology figures that explain pathways, cell interactions, protein workflows, and experimental schematics without redrawing everything by hand.

Popular search
AI biology illustration
Example figure types
Cell signaling pathwaysProtein interaction diagramsExperimental biology workflows
AI-generated biology illustration showing neuroscience pathways and experimental workflow for a research paper
Biology

AI-generated biology illustration showing neuroscience pathways and experimental workflow for a research paper

Coverage Across Scientific Disciplines

Paper Banana is built for the figure types researchers actually search for, from AI biology illustration to AI engineering diagram workflows.

🧬Biology
Pathways & cell figures
⚗️Chemistry
Mechanisms & molecules
🩺Medicine
Clinical & anatomy diagrams
💻Computer Science
Architectures & models
🪐Physics
Setups & force diagrams
🏭Engineering
Systems & process flows

Publication-Ready Scientific Illustration Quality

Evaluated on FigureBench — 292 test cases from NeurIPS papers
Paper Banana is benchmarked across four dimensions that matter for academic illustrations: faithfulness to source text, visual simplicity, readability of labels and annotations, and overall aesthetics.
292
Test Cases
4
Evaluation Dimensions
584
Valid Samples
DimensionPaper BananaBaselineImprovement
Faithfulness4.23.1+35%
Simplicity4.03.3+21%
Readability4.33.0+43%
Aesthetics4.13.2+28%

Key Metrics

Faithfulness4.2 / 5.0
Simplicity4.0 / 5.0
Readability4.3 / 5.0
Aesthetics4.1 / 5.0

Why Researchers Choose Paper Banana

5-Step AI Pipeline
Generator → Segmenter → Extractor → Assembler → Optimizer
Academic-Optimized Styles
Pre-tuned for scientific publications and presentations
Affordable Pricing
Plans starting at $19/month with generous credits
Open BenchmarkFigureBench: 292 test cases, 4 evaluation dimensions, fully reproducible

AI Scientific Illustration FAQ

Answers about SVG export, journal use, accuracy, and workflow

Describe your research figure in plain text — a system architecture, biological pathway, or experimental workflow. Paper Banana's 5-step AI pipeline generates a raster draft, segments visual elements, and assembles an editable SVG figure in about 2 minutes, then lets you download it as SVG or high-resolution PNG.

🎨

Getting Started

Create your first AI scientific illustration in seconds

📄

SVG & Vector Export

Editable SVG output for journals and conferences

💡

Tips & Styles

Academic illustration styles and best practices

Need More Help?

Have questions about creating AI scientific illustrations? We're here to help with tips, templates, and best practices.

AI Scientific Illustration Tool

Create Editable Scientific Figures with AI Now

Generate publication-ready scientific figures with editable SVG output. Describe your figure, our 5-step AI pipeline generates, segments, and assembles vector diagrams for research papers, posters, and presentations.

Research Community

Join thousands of researchers creating professional figures for papers and presentations

Publication Quality

Generate high-resolution illustrations that meet journal submission standards

Multiple Styles

Support for diagrams, flowcharts, concept maps, architecture figures, and more

Trusted by researchers and academics worldwide

~2min
Average Generation Time
SVG
Editable Vector Output
Scalable Resolution
5
Step AI Pipeline

Stay Updated with Paper Banana

Get the latest updates on new illustration styles, academic templates, and AI-powered features.