The realm of artificial intelligence (AI) is rapidly evolving, with a surge in interest for edge computing solutions. This paradigm shift enables real-time decision-making by deploying AI models directly on devices at the network's perimeter. Utilizing the power of edge computing provides a myriad of advantages, including faster response times