The landscape of artificial intelligence (AI) is rapidly evolving, with a surge in interest for edge computing solutions. This paradigm shift empowers real-time analysis by integrating AI models directly on endpoints at the network's perimeter. Harnessing the power of edge computing provides a myriad of benefits, including faster response time