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