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