The terrain of Artificial Intelligence has been steadily evolving, with a growing focus on edge computing. This paradigm offers 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 security. By implementing AI models dire