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The domain of Artificial Intelligence (AI) is rapidly progressing, with Edge AI emerging as a groundbreaking force. This paradigm shift allows processing power to be distributed at the edge of the network, offering unprecedented benefits. From smart devices to rapid data analysis, Edge AI is redefining various industries. Consistently implementing