The realm of artificial intelligence (AI) is rapidly adapting, with a surge in adoption for edge computing solutions. This paradigm shift empowers real-time decision-making by deploying AI models directly on devices at the network's perimeter. Leveraging the power of edge computing presents a myriad of benefits, including faster response times