The landscape of Artificial Intelligence continues to evolving, with a growing focus on edge computing. This paradigm allows computation and data processing closer to the source of data generation, enabling real-time analysis. Edge AI addresses challenges associated with latency, bandwidth constraints, and data protection. By deploying AI models di