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signature-verification

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An end-to-end signature verification system to extract, clean and verify signatures in documents. Signatures are detected using YOLOv5. Noise is cleaned using a CycleGAN approach and verified. Keras / Tensorflow / PyTorch

  • Updated May 8, 2024
  • Jupyter Notebook

This repository contains the source code and documentation for a Signature Verification System Using CNN. The system utilizes Convolutional Neural Networks (CNN) to authenticate handwritten signatures, reducing the risk of forgery and falsification in legal, financial, and commercial transactions.

  • Updated Apr 21, 2024
  • Python

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