The landscape of artificial intelligence (AI) is undergoing a significant 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 communicate with the world around us. By implementing AI algorithms on edge device