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Identifying forged signatures using convolutional siamese networks implemented in Keras

Offline-Signature-Verification-using-Siamese-Network

Offline Signature Verification using Siamese Convolutional Neural Networks.

Dataset => https://drive.google.com/file/d/0B29vNACcjvzVc1RfVkg5dUh2b1E/view

  • The above dataset contains Hindi signatures of 160 individuals and Bengali signatures of 100 individuals.
  • I have used only the Hindi Signature Dataset.

References:

  • https://arxiv.org/pdf/1707.02131.pdf
  • https://github.com/netrapathak/Offline-Signature-Verification
  • https://github.com/keras-team/keras/blob/master/examples/mnist_siamese.py