As technology accelerates, the demand for prompt data analysis is skyrocketing. Centralized cloud computing, while powerful, can face obstacles 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 sm