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