The landscape of Artificial Intelligence is rapidly evolving, with a growing focus on edge computing. This shift allows computation and data processing closer to the point of data generation, enabling real-time insights. Edge AI solves challenges associated with latency, bandwidth constraints, and security. By utilizing AI models directly on edge d