Edge AI is rapidly transforming the technological landscape. Traditionally, artificial intelligence models have relied on centralized processing power in data centers. However, Edge AI shifts this paradigm by running these powerful algorithms directly on edge devices. This distributed approach brings several advantages, including reduced latency, i