As technology progresses, the demand for prompt data interpretation is exploding. Centralized cloud computing, while powerful, can face limitations in terms of latency and bandwidth. This is where Edge AI emerges as a transformative technology, bringing intelligence directly to the source of data generation. By deploying systems on edge devices, su