The terrain of Artificial Intelligence continues to evolving, with a particular focus on edge computing. This paradigm offers computation and data processing closer to the source of data generation, enabling real-time processing. Edge AI addresses challenges associated with latency, bandwidth constraints, and data protection. By deploying AI models