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paper-banana.app

Create publication-ready academic figures in minutes

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What is paper-banana.app?

Paper Banana is an AI-powered academic figure generator designed for researchers, PhD students, and scientists. It transforms methodology text, experiment data, or rough sketches into publication-ready diagrams and statistical plots in under three minutes, eliminating the need for design software like Illustrator or TikZ.

With a five-agent AI pipeline developed in collaboration with Peking University and Google Cloud AI Research, Paper Banana ensures mathematical accuracy in statistical plots by generating executable Python code, and refines figure layouts through up to ten quality-check cycles. The output adheres to the style guidelines of top conferences such as NeurIPS, ICML, CVPR, and ACL.

Key features include instant text-to-diagram conversion, accurate matplotlib-based charts from JSON/CSV data, sketch polishing, multi-format input support, and high-resolution PNG export. Whether creating methodology pipeline diagrams, bar charts, or polished posters, Paper Banana streamlines the entire academic figure creation process—free to start.

How to use paper-banana.app

  1. 1

    Paste your methodology section, experiment data, or upload a rough sketch into the editor.

  2. 2

    The five-agent AI pipeline analyzes your input and generates a figure in under three minutes.

  3. 3

    Review the rendered figure; if needed, describe changes and let the AI refine iteratively.

  4. 4

    Download the high-resolution PNG for your conference paper, journal, or poster.

Key features

Instantly convert methodology text into structured, publication-quality diagrams.

Generate mathematically accurate statistical plots from JSON/CSV data using Python code.

Refine rough sketches into polished, conference-ready figures.

Auto-apply style guidelines for NeurIPS, ICML, CVPR, ACL and more.

Support plain text, JSON, CSV, and sketch inputs; export high-resolution PNG.

Use cases

  • Creating system architecture diagrams for NeurIPS/ICML paper submissions.
  • Generating accurate bar charts, line graphs, and heatmaps from experiment CSV data.
  • Polishing hand-drawn sketches into professional figures for academic journals.
  • Ensuring style compliance with top AI conference publication guidelines.
  • Producing high-resolution scientific posters and thesis figures quickly.

Best for

ResearchersPhD StudentsScientistsAI/ML Paper AuthorsConference Submitters

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Frequently asked questions about paper-banana.app

Common questions to help you decide if paper-banana.app is right for you.

Paper Banana is an AI academic figure generator that creates publication-ready diagrams and statistical plots from methodology text or experiment data in under three minutes.

Paper Banana is the product based on the PaperBanana research from Peking University and Google. It implements the collaborative pipeline in a user-friendly app for generating academic figures.

Yes, unlike typical image generators, Paper Banana produces mathematically accurate plots by generating executable Python Matplotlib code from your raw data, ensuring correct values, axes, and scales.

Paper Banana can style figures for top AI conferences including NeurIPS, ICML, CVPR, and ACL, automatically applying appropriate palettes, typography, and layout standards.

Paper Banana offers a free tier that lets you generate basic structure diagrams instantly. Advanced features like format, model, and aspect ratio options require Pro credits.

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