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