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