The landscape of Artificial Intelligence is rapidly evolving, with a significant focus on edge computing. This approach offers computation and data processing closer to the source of data generation, enabling real-time insights. Edge AI tackles challenges associated with latency, bandwidth constraints, and privacy. By deploying AI models directly o