The realm of artificial intelligence (AI) is rapidly evolving, with a surge in demand for edge computing solutions. This paradigm shift facilitates real-time decision-making by deploying AI models directly on systems at the network's edge. Utilizing the power of edge computing provides a myriad of opportunities, including reduced latency, data