The emergence of edge AI is transforming the technological landscape, bringing computation and intelligence closer to the data. This paradigm shift empowers real-time decision-making, reduces latency, and utilizes bandwidth. Edge AI employs powerful models trained on massive datasets to perform sophisticated tasks directly on edge devices, eliminat