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