/signature-recognition

Verify authenticity of handwritten signatures through digital image processing and neural networks.

Primary LanguagePythonMIT LicenseMIT

Signature Recognition

Verify authenticity of handwritten signatures through digital image processing and neural networks.

Usage

  • python sigrecog.py to run with our implementation of a backpropagation neural network.
  • python sigrecogtf.py to run with a tensorflow model created using logistic regression.

Built with

  • OpenCV
  • Tensorflow

Requirements

  • Python 3.6
  • OpenCV 3.2
  • Numpy
  • Tensorflow

Dataset

The dataset used was gotten from the ICDAR 2009 Signature Verification Competition (SigComp2009). More detais are available here.

Contributors

Anisio Marques Junior - anisiomarxjr

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