The realm of artificial intelligence (AI) is undergoing a profound transformation with the emergence of Edge AI. This innovative approach brings computationalresources and decision-making capabilities closer to the origin of information, revolutionizing how we engage with the world around us. By deploying AI algorithms on edge devices, such as smar