Faculty Publication Alert: 26-07-2025

 Published: 22 July 2025.

Computer-vision based automatic rider helmet violation detection and vehicle identification in Indian smart city scenarios using NVIDIA TAO toolkit and YOLOv8

Uttam U. Deshpande^1*Goh Kah Ong Michael^2*Sufola Das Chagas Silva Araujo³Vaidehi Deshpande¹Rudragoud Patil⁴Ramchandra Alias Ameet Chate⁵Varun R. Tandur¹Supreet S. Goudar¹Shreya Ingale¹Vaishnavi Charantimath¹

• ¹Department of Electronics and Communication Engineering, KLS Gogte Institute of Technology, Karnataka, India
• ²Center for Image and Vision Computing, COE for Artificial Intelligence, Faculty of Information Science and Technology (FIST), Multimedia University Jalan Ayer, Keroh Lama, 75450, Bukit Beruang, Melaka, Malaysia
• ³Department of Computer Science and Engineering, Padre Conceição College of Engineering, Goa, India
• ⁴Department of Computer Science and Engineering, KLS Gogte Institute of Technology, Karnataka, India
• ⁵Department of MBA, KLS Gogte Institute of Technology, Karnataka, India

 https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2025.1582257/full