The environment 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 insights. Edge AI solves challenges associated with latency, bandwidth constraints, and data protection. By utilizing AI models