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The landscape of artificial intelligence is experiencing a paradigm shift, with Edge AI emerging as a promising force. By implementing AI algorithms directly on edge devices, rather than relying on centralized cloud computing, Edge AI facilitates intelligence at the source. This autonomous approach unveils a wealth of opportunities, making AI more