QR Code-Based Attendance System Using Deep Learning

P. Jacob Vijaya Kumar, Patan Madarvali, Basapuram Mahesh, Jammana Govardhan Reddy, Chakali Mahidhar, Dwaram Satish Reddy

2025

Abstract

Integrating QR code generation with deep gaining knowledge of has revolutionized attendance control structures. This paper offers a complicated QR code-based attendance machine augmented with deep mastering strategies to enhance accuracy, scalability, and efficiency. The gadget leverages QR codes for speedy, contactless statistics retrieval, even as deep mastering models address challenges along with QR code deformation, terrible lights conditions, and real-time processing. The CNNs are used to detect the QR code and improve accuracy, even under suboptimal conditions. In addition, a user -friendly interface ensures spontaneous operations for both administrators and participants.

Paper Citation

in Harvard Style

Kumar P., Madarvali P., Mahesh B., Reddy J., Mahidhar C. and Reddy D. (2025). QR Code-Based Attendance System Using Deep Learning. 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 383-388. DOI: 10.5220/0013883300004919

in Bibtex Style

@conference{icrdicct`2525,
author={P. Kumar and Patan Madarvali and Basapuram Mahesh and Jammana Reddy and Chakali Mahidhar and Dwaram Reddy},
title={QR Code-Based Attendance System Using Deep Learning},
booktitle={Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25},
year={2025},
pages={383-388},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013883300004919},
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 - QR Code-Based Attendance System Using Deep Learning
SN - 978-989-758-777-1
AU - Kumar P.
AU - Madarvali P.
AU - Mahesh B.
AU - Reddy J.
AU - Mahidhar C.
AU - Reddy D.
PY - 2025
SP - 383
EP - 388
DO - 10.5220/0013883300004919
PB - SciTePress