Edge AI is rapidly gaining traction the landscape of artificial intelligence. By processing data at the edge, it offers a compelling solution to traditional cloud-based AI. This shift empowers applications with rapid insights and decision-making capabilities, reducing latency and dependence on network connectivity. Edge AI unlocks unprecedented po