Edge artificial intelligence represents a paradigm shift in how we interact with technology. By deploying processing algorithms directly on devices at the network's edge, we can real-time action, minimizing the need for constant data transmission. This distributed approach offers a range of advantages, including improved latency, confidentiality, a