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The realm of artificial intelligence (AI) is undergoing a significant transformation with the emergence of Edge AI. This innovative approach brings computationalpower and analytics capabilities closer to the data of information, revolutionizing how we interact with the world around us. By implementing AI algorithms on edge devices, such as smartpho