numberten / scribble-recognition

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Scribble Recognition

An attempt to use machine learning to recognize handwritten words and translate them into correct unicode equivalents.

Steps:

  • Research appropriate machine learning algorithms.
  • Implement machine learning algorithm on basic set.
    • Create neural networks with the ability to expand to n layers with m neurons per layer.
    • Apply back propagation to neural networks.
    • Train feed forward neural networks to act as logic gates.
  • Implement machine learning algorithm on training set.
    • Gather images to be used for training set.
    • Standardize input characters.
    • Generate receptors to be used as neural network input.
    • Train neural networks using training set.
  • Implement machine learning algorithm on real world set.
    • Predict new characters using trained neural networks.
  • Profit

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