As technology progresses, the demand for instantaneous data processing is skyrocketing. 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 location of data generation. By deploying algorithms on edge de