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Layout Parser is a deep learning assisted tool for Document Image Layout Analysis.

Project description

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Layout Parser is deep learning based tool for document image layout analysis tasks.

Quick Start

  1. Install the package
    pip install layoutparser
    
    # Install Detectron2 for using DL Layout Detection Model
    pip install 'git+https://github.com/facebookresearch/detectron2.git@v0.1.3#egg=detectron2' 
    
    # Install the ocr components when necessary 
    pip install layoutparser[ocr]      
    

Document Image Layout Analysis is a challenging problem. This tool provides handy functionality for

  1. Document Layout Prediction based on Deep Learning Models.
  2. Handy layout processing

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