Fake Currency Detection System Using Deep Learning and Advanced Software Integration

Devika, Janani, Saravana Kumar, Harsitha

2025

Abstract

Identification of False Currency System using Deep Learning and Advanced Software Integration is designed to tackle the escalating difficulty of counterfeit money, which has far-reaching economic consequences. This study accurately distinguishes between actual and fake currency notes by utilizing deep learning techniques and digital processing of images. The technology is able to automatically recognize fake currency with high accuracy by using image analysis techniques and deep learning models taught on enormous amounts of currency photos precision. The project also integrates advanced software tools for real-time currency detection, offering a scalable, user-friendly solution for businesses, ATMs, and financial institutions. The key innovation lies in utilizing Convolutional Neural Networks (CNNs) in conjunction with picture classification and cloud-based deployment for easy availability and scalability.

Paper Citation

in Harvard Style

Devika., Janani., Kumar S. and Harsitha. (2025). Fake Currency Detection System Using Deep Learning and Advanced Software Integration. In Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25; ISBN 978-989-758-777-1, SciTePress, pages 354-360. DOI: 10.5220/0013912900004919

in Bibtex Style

@conference{icrdicct`2525,
author={Devika and Janani and Saravana Kumar and Harsitha},
title={Fake Currency Detection System Using Deep Learning and Advanced Software Integration},
booktitle={Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25},
year={2025},
pages={354-360},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013912900004919},
isbn={978-989-758-777-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25
TI - Fake Currency Detection System Using Deep Learning and Advanced Software Integration
SN - 978-989-758-777-1
AU - Devika.
AU - Janani.
AU - Kumar S.
AU - Harsitha.
PY - 2025
SP - 354
EP - 360
DO - 10.5220/0013912900004919
PB - SciTePress