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