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