The environment of Artificial Intelligence continues to evolving, with a particular focus on edge computing. This shift brings 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 privacy. By utilizing AI models directly o