Signature-Verification

This repository contains the code and data sets used for developing a system that verifies an image of an individual's signature as genuine or forged.

Details of the files are as follows:

1. trainer.py - Trains weights for the CNN-based feature extractor.
2. cnn_ks.py - Performs verification for a set of test signatures using CNN-based feature extractor.
3. dct_ks.py - Performs verification for a set of test signatures using DCT-based features.
4. network.py - Contains the architecture of the CNN used for feature extraction.
5. Signature_Verification.pdf - Deatiled report of the project.