The environment of Artificial Intelligence is rapidly evolving, with a particular focus on edge computing. This paradigm allows computation and data processing closer to the point of data generation, enabling real-time processing. Edge AI solves challenges associated with latency, bandwidth constraints, and privacy. By implementing AI models direct