surya
OCR, layout analysis, reading order, table recognition in 90+ languages
Extract text and analyze the layout of documents in over 90 languages, including recognizing tables and reading order.
From the README
pip install surya-ocr
- Accuracy - scores 83.3% on olmOCR-bench (top under 3B params)
- Speed - throughput of 5 pages/s on an RTX 5090
- Multilingual - scores 87.2% on an internal benchmark set of 91 languages (more here)
- Layout analysis (table, image, header, etc.) with reading order
- Table recognition (rows + columns)
Excerpts from the project README on GitHub. Copyright and licensing remain with the respective authors.
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surya has 21.3k stars on GitHub. It has been forked 1.5k times. surya is written mainly in Python. It has been in active development since 2024. surya is available under the Apache-2.0 license.
What is surya?
OCR, layout analysis, reading order, table recognition in 90+ languages
Is surya open source?
surya is an open-source project. It is released under the Apache-2.0 license.
Is surya free?
Yes. surya is free and open source — you can use, modify and self-host it.
What license does surya use?
surya is available under the Apache-2.0 license.
What language is surya written in?
surya is written mainly in Python.
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