AI – Powered System for Helmet Detection with Image Classification

Avvaru Subramanyam; I. Lakshmi Sravani; P. VenkataNani; Vaishnavi Lingala; M. Venkateswarlu; N. Venkata Lakshmi Reddy; K. Ganesh

doi:10.2991/978-94-6463-858-5_160

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AI – Powered System for Helmet Detection with Image Classification

Authors

Avvaru Subramanyam¹, I. Lakshmi Sravani¹^{, *}, P. VenkataNani¹, Vaishnavi Lingala¹, M. Venkateswarlu¹, N. Venkata Lakshmi Reddy¹, K. Ganesh¹

¹Dept. of ECE, QIS College of Engineering & Technology, Ongole, India

^*Corresponding author.

Corresponding Author

I. Lakshmi Sravani

Available Online 4 November 2025.

DOI: 10.2991/978-94-6463-858-5_160 How to use a DOI?
Keywords: Road Safety; Helmet; ESP32-Cam Module; Image Classification; Comply; Motorcycle
Abstract: Road safety is one of the major concerns of this century, as a lot of injuries occur due to the non -compliance of wearing helmets while riding motorcycles. In response to this, we have decided to design and complete an AI Powered Safety System that attempts to do two things at the same time. This system achieves better road safety by making sure riders begin to wear helmets routinely. The system uses an ESP32-CAM module that does not allow the rider to turn on the motorcycle without first determining if a helmet has been put on. The system takes three attempts, whereby if the rider does not comply, buzzer and LED go of signaling the rider to comply. In the instance that the rider refuses to comply, the system will partially turn on the motorcycle. Although allowing the rider to use san emergency motorcycle, the system ensures that the rider cannot go further than specified distance. This technique combines AI-based Image Classification and Embedded electronics technology aimed to eliminate severe non-compliance to wearing helmets, reduce the chances of accidents, and improve overall safety riding standards at compensated cost.
Copyright: © 2025 The Author(s)
Open Access: Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title: Proceedings of International Conference on Computer Science and Communication Engineering (ICCSCE 2025)
Series: Advances in Computer Science Research
Publication Date: 4 November 2025
ISBN: 978-94-6463-858-5
ISSN: 2352-538X
DOI: 10.2991/978-94-6463-858-5_160 How to use a DOI?
Open Access: Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

ris enw bib

TY  - CONF
AU  - Avvaru Subramanyam
AU  - I. Lakshmi Sravani
AU  - P. VenkataNani
AU  - Vaishnavi Lingala
AU  - M. Venkateswarlu
AU  - N. Venkata Lakshmi Reddy
AU  - K. Ganesh
PY  - 2025
DA  - 2025/11/04
TI  - AI – Powered System for Helmet Detection with Image Classification
BT  - Proceedings of International Conference on Computer Science and Communication Engineering (ICCSCE 2025)
PB  - Atlantis Press
SP  - 1928
EP  - 1939
SN  - 2352-538X
UR  - https://doi.org/10.2991/978-94-6463-858-5_160
DO  - 10.2991/978-94-6463-858-5_160
ID  - Subramanyam2025
ER  -

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