Edge AI is rapidly transforming the technological landscape. Traditionally, artificial intelligence systems have relied on centralized processing power in data centers. However, Edge AI shifts this paradigm by executing these intelligent algorithms directly on edge devices. This decentralized approach brings several benefits, including reduced late