Deshpande, Uttam U. and Goh, Michael Kah Ong and Araujo, Sufola Das Chagas Silva and Deshpande, Vaidehi and Patil, Rudragoud and Chate, Ramchandra Alias Ameet and Tandur, Varun R. and Goudar, Supreet S. and Ingale, Shreya and Charantimath, Vaishnavi (2025) Computer-vision based automatic rider helmet violation detection and vehicle identification in Indian smart city scenarios using NVIDIA TAO toolkit and YOLOv8. Frontiers in Artificial Intelligence, 8. ISSN 2624-8212