The environment of Artificial Intelligence continues to evolving, with a significant focus on edge computing. This shift offers computation and data processing closer to the source of data generation, enabling real-time analysis. Edge AI tackles challenges associated with latency, bandwidth constraints, and security. By deploying AI models directly