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