Edge AI is rapidly emerging the landscape of artificial intelligence. By processing data at the endpoint, it offers a compelling approach to traditional cloud-based AI. This shift empowers applications with real-time insights and decision-making capabilities, minimizing latency and dependence on network connectivity. Edge AI unlocks tremendous pot