Edge artificial intelligence ushers in a paradigm shift in how we interact with technology. By deploying intelligent algorithms directly on devices at the network's edge, it facilitates real-time analysis, reducing the need for constant data transmission. This localized approach offers a range of opportunities, including enhanced performance, data