The environment of Artificial Intelligence continues to evolving, with a growing focus on edge computing. This paradigm allows 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 privacy. By deploying AI models directly on