The landscape of artificial intelligence (AI) is rapidly shifting, with a surge in demand for edge computing solutions. This paradigm shift enables real-time analysis by integrating AI models directly on systems at the network's boundary. Utilizing the power of edge computing presents a myriad of benefits, including reduced latency, data secur