/signature-recognition

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