Overview

Surya is a Python package designed for OCR on document layout analysis. It features multilingual support and layout identification of elements such as tables, images, and headers. It is open-sourced on GitHub with over 5,000 stars.

In benchmarks conducted by and published to the repository, it outperforms Tesseract on inference time and accuracy, as well as showing proficiency in layout recognition and analysis.

Performance

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Label Data Automatically with Surya

You can automatically label a dataset using Surya with help from Autodistill, an open source package for training computer vision models. You can label a folder of images automatically with only a few lines of code. Below, see our tutorials that demonstrate how to use Surya to train a computer vision model.

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