As technology evolves, the demand for prompt data interpretation is soaring. Centralized cloud computing, while powerful, can face challenges 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 algorithms on edge devices, such