The paradigm of artificial intelligence is shifting as we embrace Edge AI. This revolutionary approach extends smart processing capabilities to the very perimeter of networks, nearer to data sources. By executing AI algorithms on edge devices like smartphones, sensors, and embedded systems, Edge AI empowers a new era of instantaneous insights and i