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