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pytorch End-to-end Page Reader

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Pytorch implementation of the paper End-To-End Handwritten Text Detection and Transcription in Full Pages by Manuel Carbonell, Joan Mas, Mauricio Villegas, Alicia Fornés and Josep Lladós.

Installation

  1. Clone this repo

  2. Install the required packages:

apt-get install tk-dev python-tk
  1. Install the python packages:
pip3 install cffi

pip3 install cython

pip3 install opencv-python

pip3 install requests

pip3 install torch-baidu-ctc

pip3 install editdistance

Training

./experiment_e2e.sh

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Trainable end-to-end full page text recognition

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