The realm of artificial intelligence (AI) is rapidly evolving, with a surge in demand for edge computing solutions. This paradigm shift enables real-time processing by integrating AI models directly on systems at the network's perimeter. Leveraging the power of edge computing offers a myriad of advantages, including faster response times, data