BIT-DataLab/Edit-Banana

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

5469 stars · 359 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Edit Banana is an open-source Python framework that converts static images and PDFs of diagrams, flowcharts, and charts into fully editable DrawIO (XML) and PPTX files. It uses a fine-tuned SAM 3 segmentation model combined with multimodal LLMs (Qwen/GPT-4V) and OCR to reconstruct layout, shapes, arrows, and text with high fidelity.

Use cases

• convert a flowchart image into an editable drawio file
• turn a screenshot of an architecture diagram into editable shapes
• extract diagrams from pdfs into pptx
• reconstruct chart elements so I can edit text and colors
• make an uneditable figure editable
• ocr text inside diagram images and export as xml

When to choose

• you need to edit diagrams that only exist as images or PDFs
• you want 1:1 preservation of layout, colors, strokes, and arrow styles
• you prefer an open-source, self-hostable pipeline over manual redrawing

When to avoid

• you need the very latest features - the GitHub repo trails the hosted web service
• you lack a CUDA-capable GPU for local inference
• you only need simple image editing rather than structured diagram reconstruction

Facets

framework · maturity active

ocr image-processing machine-learning llm-inference parser data-visualization computer-vision artificial-intelligence large-language-models data-visualization python cross-platform image-to-diagram drawio sam3 vlm diagram-reconstruction pptx-export editable-assets diagrams gpu web-server

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