The terrain of Artificial Intelligence is rapidly evolving, with a significant focus on edge computing. This approach brings computation and data processing closer to the origin of data generation, enabling real-time analysis. Edge AI tackles challenges associated with latency, Edge intelligence bandwidth constraints, and security. By utilizing AI