The environment of Artificial Intelligence has been steadily evolving, with a growing focus on edge computing. This approach allows computation and data processing closer to the source of data generation, enabling real-time insights. Edge AI solves challenges associated with latency, bandwidth constraints, and data protection. By deploying AI model