Edge AI is revolutionizing various industries by deploying artificial intelligence models directly on edge devices. This distributed framework offers several benefits over traditional cloud-based AI, such as reduced latency, improved confidentiality, and enhanced robustness. By processing data locally, Edge AI enables real-time action in applicati