The frontier of artificial intelligence (AI) is rapidly evolving, with a surge in interest for edge computing solutions. This paradigm shift facilitates real-time decision-making by deploying AI models directly on devices at the network's edge. Utilizing the power of edge computing provides a myriad of benefits, including faster response times