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Releases: Magnet-AI/Quanta

v1.0.0 - Initial

04 Oct 21:19

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🎉 Quanta v1.0.0 - Initial Release

✨ What's New

  • Initial release of Quanta PDF Layout Analysis Engine
  • Advanced layout detection for complex engineering documents
  • Multi-column processing with intelligent text block extraction
  • Figure and table detection using computer vision techniques
  • Debug mode with visual overlay generation
  • Professional documentation and examples

🔧 Features

  • 🔍 Multi-column layout detection
  • 📊 Intelligent table recognition (ruled and borderless)
  • 🖼️ Figure extraction with vector clustering
  • 📝 Text block analysis and grouping
  • 🏷️ Caption linking functionality
  • 🎯 Debug mode with visual overlays
  • ⚡ Fast processing (~2-5 seconds per page)

📊 Performance

  • Current Accuracy: ~80% for figures and tables
  • Processing Speed: ~2-5 seconds per page
  • Memory Usage: ~200MB for typical documents
  • Supported Formats: PDF 1.4 - PDF 2.0

🚧 Active Development

We're currently fine-tuning our base models to improve accuracy. Regular updates will enhance detection performance towards 90%+ accuracy.

🤝 Contributing

We welcome contributions! Please see our Contributing Guide for details.

📄 License

MIT License - see LICENSE for details.


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