The terrain of Artificial Intelligence is rapidly evolving, with a significant focus on edge computing. This paradigm brings computation and data processing closer to the origin of data generation, enabling real-time analysis. Edge AI addresses challenges associated with latency, bandwidth constraints, and data protection. By utilizing AI models di