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; Goh Kah Ong Michael; Sufola Das Chagas Silva Araujo; Vaidehi Deshpande; Rudragoud Patil; Ramchandra Alias Ameet Chate; Varun R. Tandur; Supreet S. Goudar; Shreya Ingale; Vaishnavi Charantimath (Frontiers Artif. Intell., 2025)