The landscape of artificial intelligence (AI) is rapidly evolving, with a surge in interest for edge computing solutions. This paradigm shift enables real-time analysis by executing AI models directly on devices at the network's perimeter. Utilizing the power of edge computing presents a myriad of benefits, including reduced latency, enhanced