The terrain of Artificial Intelligence has been steadily 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 insights. Edge AI tackles challenges associated with latency, bandwidth constraints, and security. By utilizing AI models directl