The domain of artificial intelligence (AI) is undergoing a significant transformation with the emergence of Edge AI. This innovative approach brings computationalcapacity and analytics capabilities closer to the source of information, revolutionizing how we engage with the world around us. By integrating AI algorithms on edge devices, such as smart