Edit Banana
Edit Banana: A framework for converting statistical formats into editable.
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What is Edit Banana?
Edit Banana is an AI-powered platform that converts static images and PDFs into fully editable DrawIO, SVG, and PowerPoint documents through structural reconstruction. Unlike simple OCR tools, Edit Banana performs deep structural analysis using SAM 3 (Segment Anything Model), multimodal LLMs (Qwen-VL/GPT-4V), and advanced OCR (Azure Document Intelligence) to identify shapes, arrows, text, and hierarchical relationships in diagrams, then reconstructs them as individually editable elements.
The tool accepts common image formats (PNG, JPG) and PDF files, making it ideal for flowcharts, architecture diagrams, technical schematics, and scientific diagrams with mathematical formulas. It preserves layout logic, color matching, element hierarchy, stroke styles, and spatial layout from original diagrams. The platform supports LaTeX formula conversion through Mistral Vision, making it particularly valuable for scientific and engineering documentation.
Edit Banana is designed for technical writers, engineers, data scientists, educators, and anyone who needs to edit diagrams that exist only as static images or PDFs. Users can upload a diagram, let the AI segment and reconstruct it, then download the editable file to modify shapes, text, colors, and connections in their favorite editor. The tool is available as a web platform for instant access or can be self-deployed via the open-source GitHub repository for full control.
Key features include true structural reconstruction (not just image-to-text), multiple output formats (DrawIO XML, SVG, PPTX), AI-powered precision with SAM 3 segmentation, layout and style preservation, LaTeX formula recognition, and flexible deployment options. The web interface supports drag-and-drop upload and provides a slider comparison showing original vs. editable reconstruction.
Edit Banana pricing
Pricing model: Freemium
Edit Banana currently operates on a free credit-based system with no paid plans. Each new account receives 10 free credits to start. After credits are exhausted, users can obtain more credits through the invitation system by inviting friends to use the platform. Using an invitation code (such as G3AJGE86) when uploading the first image or PDF grants an additional 2 credits. There are currently no paid subscription tiers or pricing plans offered. The tool is also available as open-source on GitHub for self-deployment, which would have no credit limitations but requires your own infrastructure.
Edit Banana pros
- Converts static images/PDFs to fully editable DrawIO, SVG, and PowerPoint files
- Uses SAM 3 for precise element segmentation and recognition
- Preserves original colors, line styles, and stroke/fill properties
- Maintains element hierarchy and spatial layout from source diagrams
- Supports LaTeX formula conversion for scientific and engineering diagrams
- Every visual element becomes independently selectable and modifiable
- Handles complex multi-level architecture diagrams with nested components
- Preserves arrow formatting and connection logic from original diagrams
- Browser-based web platform requires no software installation
- Open-source GitHub repository available for self-deployment
- Accepts common formats: PNG, JPG, and PDF files
- Drag-and-drop interface for easy file upload
- Provides side-by-side slider comparison of original vs. editable result
- Combines multiple AI technologies: SAM 3, multimodal LLMs, and advanced OCR
- Transforms uneditable content into manipulatable assets instantly
Edit Banana cons
- Free tier limited to 10 credits per account
- No paid pricing plans currently available
- Additional credits only through invitation system (invite code gives 2 extra points)
- Online web version has usage restrictions compared to self-deployed version
- May struggle with extremely complex or low-quality source images
- Requires registration and login to use the web platform
- Output quality depends on source image resolution and clarity
- Self-deployment requires technical knowledge of AI models and infrastructure
Frequently asked questions about Edit Banana
What is Edit Banana?
Edit Banana is an AI-powered platform that converts static images and PDFs into fully editable DrawIO, SVG, and PowerPoint documents. Unlike simple OCR tools, it performs structural reconstruction using SAM 3, multimodal LLMs, and advanced OCR to make every visual element independently selectable and modifiable.
What file formats does Edit Banana support?
Edit Banana accepts PNG, JPG, and PDF files as input. For output, it generates editable DrawIO (XML), SVG, and PowerPoint (PPTX) files that you can open and modify in your favorite editor.
How does Edit Banana work?
Edit Banana works in three steps: 1) Upload your image or PDF diagram, 2) AI performs segmentation and reconstruction using SAM 3 to segment every element, multimodal LLMs to understand structure, and OCR to extract text, 3) Download your fully editable DrawIO, SVG, or PowerPoint file and modify any element freely.
What types of diagrams can Edit Banana convert?
Edit Banana can convert flowcharts, multi-level architecture diagrams with nested components, technical schematics with precise labels, and scientific formula diagrams. It handles basic flowcharts as well as complex diagrams with mathematical content and LaTeX formulas.
Does Edit Banana preserve the original diagram's style?
Yes, Edit Banana preserves original colors, line styles, stroke/fill properties, element hierarchy, and spatial layout from your source diagrams. It matches colors accurately and maintains arrow formatting from the original.
Can Edit Banana handle mathematical formulas?
Yes, Edit Banana supports LaTeX formula conversion through Mistral Vision, making it ideal for scientific and engineering diagrams with mathematical content. It accurately recognizes and preserves complex formulas and mathematical relationships.
Is Edit Banana free to use?
Edit Banana offers a free tier with 10 credits per account. After credits are exhausted, you can get more credits through the invitation system by inviting friends. There are currently no paid plans. The tool is also open-source on GitHub for self-deployment without credit limits.
Can I deploy Edit Banana locally?
Yes, Edit Banana is available as open-source on GitHub (BIT-DataLab/Edit-Banana). You can deploy it on your own infrastructure for full control over your conversion pipeline without credit limitations, though this requires technical knowledge of AI models.
What AI technologies power Edit Banana?
Edit Banana is powered by SAM 3 (Segment Anything Model) for fine-tuned element segmentation, multimodal LLMs including Qwen-VL and GPT-4V for understanding diagram structure, Azure Document Intelligence for accurate OCR and text extraction, and Mistral Vision for LaTeX formula recognition.
How do I get more credits after using my free 10?
After using your initial 10 free credits, you can obtain more credits through the invitation system by inviting friends to use Edit Banana. When you upload your first image or PDF, you can enter an invitation code in the Credits section to receive additional points (typically 2 extra credits per successful referral).