Open access
Sep 2026
Seatbelt Violation Detection in Road Surveillance Images Based on Edge Artificial Intelligence for Sustainable Road Safety
This study proposes a deep learning-based framework for the automatic detection of seatbelt violations, leveraging a custom dataset collected on Moroccan roads that captures different vehicle types, driver clothing color variations, and environmental conditions.
Mohamed Ragoubi, Brahim Tebbaa, Lhoussain El Hajjami et al.
· Sustainability · 0 citations