The environment of Artificial Intelligence has been steadily evolving, with a significant focus on edge computing. This approach brings computation and data processing closer to the point of data generation, enabling real-time insights. Edge AI tackles challenges associated with latency, bandwidth constraints, and privacy. By implementing AI models