As technology progresses, the demand for prompt data processing is soaring. Centralized cloud computing, while powerful, can face limitations in terms of latency and bandwidth. This is where Edge AI emerges as a transformative solution, bringing intelligence directly to the point of data generation. By deploying models on edge devices, such as smar