The landscape of artificial intelligence is on the brink of revolution with the emergence of edge AI. This paradigm shift involves processing data locally on devices rather than relying on centralized cloud computing. Edge AI empowers autonomous systems to make real-time decisions at the endpoint, reducing latency and improving performance. Lever