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htr-ctc

-This tool is not longer supported and has been discontinued. Please see our new library in Pytorch which we use on the ICFHR 2018 READ dataset competition where we ranked 2nd place. https://github.com/olivernina/nephi

Usage

you might need to create a python3 environment first if you don't have it i.e.:

conda create -n py3k python=3 anaconda

To run the training of ctc in GPU. first activate the python3 environment with

source activate py3k

you can see the tutorial https://www.continuum.io/content/python-3-support-anaconda run inside rnn_ctc

python3 train.py ../theano-ctc/hwdata.pkl

References

  • Graves, Alex. Supervised Sequence Labelling with Recurrent Neural Networks. Chapters 2, 3, 7 and 9.
  • Available at Springer
  • University Edition via. Springer Link.
  • Free Preprint

Credits

Dependencies

  • Numpy
  • Theano

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CTC in Theano for handwritten text images

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