BIT-DataLab/Edit-Banana
Edit Banana: A framework for converting statistical formats into editable.
Leverages SAM 3 segmentation and multimodal LLMs to reconstruct static diagrams (images, PDFs) into editable DrawIO XML with preserved layout, styling, and logical relationships. The pipeline combines fine-tuned element segmentation, parallel text extraction via local OCR and Pix2Text formula recognition, and XML generation. Built for Python 3.10+ with GPU acceleration (CUDA recommended) and includes a credit-based user system with concurrent session support via global locks and LRU embedding caching.
4,059 stars. Actively maintained with 17 commits in the last 30 days.
Stars
4,059
Forks
255
Language
Python
License
AGPL-3.0
Category
Last pushed
Mar 13, 2026
Commits (30d)
17
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