G.Swathi Reddy1, Marpaka Lokesh2, Gaddam Manideep3, Lalaji Praneeth4, Bukali Sai Kumar5 2026. A Deep Learning-Based Framework for Real-Time Traffic Surveillance and Detection Using Computer Vision. International Journal of Data Science and IoT Management System. 5, 2 (Jun. 2026), 2475–2480. DOI:https://doi.org/10.64751/.