The terrain of Artificial Intelligence has been steadily evolving, with a growing focus on smarter hat edge computing. This approach brings computation and data processing closer to the origin of data generation, enabling real-time analysis. Edge AI solves challenges associated with latency, bandwidth constraints, and privacy. By utilizing AI model