The terrain of Artificial Intelligence has been steadily evolving, with a particular focus on edge computing. This shift allows computation and data processing closer to the origin of data generation, enabling real-time processing. Edge AI addresses challenges associated with latency, bandwidth constraints, and privacy. By utilizing AI models direc