The landscape of Artificial Intelligence has been steadily evolving, with a growing focus on edge computing. This approach brings computation and data processing closer to the point of data generation, enabling real-time analysis. Edge AI solves challenges associated with latency, bandwidth constraints, and security. By deploying AI models directly