The environment of Artificial Intelligence has been steadily evolving, with a particular focus on edge computing. This paradigm allows computation and data processing closer to the origin of data generation, enabling real-time insights. Edge AI tackles challenges associated with latency, bandwidth constraints, and data protection. By utilizing AI m