Edge AI is revolutionizing plenty industries by deploying artificial intelligence algorithms directly on edge devices. This distributed strategy offers several advantages over traditional cloud-based AI, such as reduced latency, improved privacy, and enhanced robustness. By processing data locally, Edge AI enables real-time response in application