The realm of artificial intelligence (AI) is rapidly evolving, with a surge in adoption for edge computing solutions. This paradigm shift empowers real-time analysis by integrating AI models directly on devices at the network's boundary. Leveraging the power of edge computing presents a myriad of opportunities, including minimized delay, data