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
- GitHub: https://github.com/tesseract-ocr/tesseract
- Stars: 68,959
- License: Apache 2.0
- Last Commit: 2025-08-20
📊 Project Information
- Project Name: tesseract
- GitHub URL: https://github.com/tesseract-ocr/tesseract
- Programming Language: C++
- ⭐ Stars: 68,959
- 🍴 Forks: 10,135
- 📅 Created: 2014-08-12
- 🔄 Last Updated: 2025-08-20
🏷️ Project Topics
Topics: [, ", h, a, c, k, t, o, b, e, r, f, e, s, t, ", ,, , ", l, s, t, m, ", ,, , ", m, a, c, h, i, n, e, -, l, e, a, r, n, i, n, g, ", ,, , ", o, c, r, ", ,, , ", o, c, r, -, e, n, g, i, n, e, ", ,, , ", t, e, s, s, e, r, a, c, t, ", ,, , ", t, e, s, s, e, r, a, c, t, -, o, c, r, ", ]
🔗 Related Resource Links
📚 Documentation
- OCR engine
- traineddata
- more than 100 languages
- various image formats
- improve the quality
- 3rdParty
- Tesseract Training
- planning documentation
- Release Notes
- Install Tesseract via pre-built binary package
- build it from source
- supported compilers
- command line usage
🌐 Related Websites
- [
- [
- [
- [
- [
This article is automatically generated by AI based on GitHub project information and README content analysis