The realm of artificial intelligence (AI) is rapidly shifting, with a surge in demand for edge computing solutions. This paradigm shift empowers real-time processing by deploying AI models directly on devices at the network's edge. Leveraging the power of edge computing presents a myriad of advantages, including reduced latency, data security,