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