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OCRopus

OCRopus

OCRopus is an OCR system written in Python, NumPy, and SciPy focusing on the use of large scale machine learning for addressing problems in document analysis.

OCRopus can be used from the command line or inside gscan2pdf.

OCRopus aims primarily for high-volume document conversion, namely for Google Book Search, but also for desktop and office use or for vision impaired people. The codebase is mostly in C++, with some Python. The build system is based on jam.

 OCRopus 0.7

Price
Free to download

Size
Source via hg
License

Apache License 2.0

Developer
Thomas Breuel, DFKI

Website
code.google.com/p/ocropus

System Requirements
Python

Support Sites:
FAQ, Mailing List

Selected Reviews:
Stackoverflow

Features include:

  • Pluggable layout analysis
  • Pluggable character recognition
  • Pluggable language modeling
  • Text line recognizer based on recurrent neural networks (and does not require language modeling)
  • Models for both Latin script and Fraktur
  • Tools for ground truth labeling
  • Sample scripts illustrating recognition and training
  • Layout analysis plugin does image preprocessing and layout analysis
  • Unicode and ligature support

OCRopus in action

Return to OCR Tools Home Page

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Last Updated Tuesday, May 06 2014 @ 02:06 PM EDT


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