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