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character_recognition

Simple character recognition framework using deep learning (Keras)

How to use the classifer:

  1. Download the dataset called EnglishImg.tgz from http://www.ee.surrey.ac.uk/CVSSP/demos/chars74k/.
  2. Extract the file.
  3. Run the script format_dataset.sh to move the images in appropriate folders.
  4. Run the notebook character_recognition with Jupyter.

Alternatively, you can run the script format_digitsonly.sh to extract a small subset of the dataset. In this case, only digits will be considered with 20 images for the training set and 5 images for the validation set. The notebook character_recognition_digits contains the output of a working example on this subset.