The domain of artificial intelligence (AI) is undergoing a significant 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 communicate with the world around us. By deploying AI algorithms on edge devices, such as