The landscape of artificial intelligence (AI) is rapidly shifting, with a surge in interest for edge computing solutions. This paradigm shift facilitates real-time analysis by executing AI models directly on systems at the network's perimeter. Utilizing the power of edge computing provides a myriad of advantages, including faster response time