The frontier of artificial intelligence (AI) is rapidly evolving, with a surge in demand for edge computing solutions. This paradigm shift facilitates real-time analysis by integrating AI models directly on systems at the network's edge. Utilizing the power of edge computing offers a myriad of benefits, including minimized delay, data security