The landscape of artificial intelligence (AI) is undergoing a dramatic transformation with the emergence of Edge AI. This innovative approach brings computationalpower and decision-making capabilities closer to the source of information, revolutionizing how we interact with the world around us. By implementing AI algorithms on edge devices, such as