The terrain of Artificial Intelligence is rapidly evolving, with a growing focus on edge computing. This approach allows computation and data processing closer to the point of data generation, enabling real-time analysis. Edge AI addresses challenges associated with latency, bandwidth constraints, and security. By deploying AI models directly on ed