The realm of artificial intelligence (AI) is rapidly evolving, with a surge in adoption for edge computing solutions. This paradigm shift enables real-time analysis by integrating AI models directly on systems at the network's edge. Leveraging the power of edge computing presents a myriad of advantages, including minimized delay, data security