Edge AI is rapidly gaining traction the technological landscape. Traditionally, artificial intelligence algorithms 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 localized approach brings several perks, including reduced late