The realm of artificial intelligence (AI) is rapidly adapting, with a surge in interest for edge computing solutions. This paradigm shift enables real-time decision-making by integrating AI models directly on systems at the network's boundary. Harnessing the power of edge computing provides a myriad of benefits, including faster response times