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