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nnsignatureverification's Introduction

Verification signature using Neural Network

This program is trying to verificate offline signatures with usage of two methods using neural network.

Instalation

Program is installed by downloading the code (or cloning) and installng requirments.txt. Create data folder and download there a Cedar dataset. Then running python main.py.

Files in program

Data

In data folder download CEDAR dataset.

main.py

Running main.py set up everything, starts the program and let user decide the parameters.

model.py

Contains model architecture.

loader.py

Includes dataloaders, and augmentation functions

functions.py

Contains supportive functions for models and loader such as callbacks, additional feature extractions

tester.py

Contains functions for testing trained models.

nnsignatureverification's People

Contributors

pefeci avatar

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