Edge AI is rapidly gaining traction 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 sophisticated algorithms directly on edge devices. This decentralized approach brings several advantages, including reduced