Leverage the Hailo-8 AI processor’s unprecedented compute capacity at the edge to supercharge real-time object detection in challenging environments. Using the Hailo TAPPAS out-of-the-box Tiling app, we demonstrate significantly improved vehicle detection in a wide busy scene for a typical Smart City use case – traffic monitoring.