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tesseract

68,959
10,135
C++

Project Description

Tesseract Open Source OCR Engine (main repository)

tesseract: Tesseract Open Source OCR Engine (main repository)

Project Title

tesseract — Open Source OCR Engine for Text Recognition

Overview

Tesseract is a powerful open-source Optical Character Recognition (OCR) engine developed in C++. It supports over 100 languages and can recognize text from various image formats. Tesseract stands out for its neural network-based OCR engine, which focuses on line recognition, and its ability to work with both legacy and modern OCR engines.

Key Features

  • Unicode (UTF-8) support for multilingual text recognition
  • Recognizes over 100 languages "out of the box"
  • Supports various image formats including PNG, JPEG, and TIFF
  • Outputs in multiple formats: plain text, hOCR (HTML), PDF, and more
  • Neural network-based OCR engine for improved accuracy

Use Cases

  • Document digitization: Converting physical documents to digital text
  • Accessibility: Making text in images readable for screen readers
  • Data extraction: Extracting text from images for analysis or storage
  • Language learning: Translating text in images for language study

Advantages

  • High accuracy with neural network-based OCR engine
  • Supports a wide range of languages and image formats
  • Open-source and actively maintained, with a large community of contributors
  • Can be trained to recognize additional languages and fonts

Limitations / Considerations

  • Requires high-quality images for optimal results
  • No GUI application included; requires command-line usage or integration into other software
  • Training new languages and fonts can be complex and time-consuming

Similar / Related Projects

  • Google's Vision API: A cloud-based OCR service that offers similar functionality but is proprietary and requires an internet connection.
  • ABBYY FineReader: A commercial OCR software with a user-friendly interface but lacks the flexibility and extensibility of Tesseract.
  • EasyOCR: A newer OCR library that offers a simpler interface and pre-trained models but may not have the same level of community support and language coverage as Tesseract.

Basic Information


📊 Project Information

🏷️ Project Topics

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📚 Documentation

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Project Information

Created on 8/12/2014
Updated on 8/20/2025