As computing power continue to surge forward, the field of artificial intelligence (AI) is experiencing a paradigm shift. One of the most exciting developments in this domain is edge AI, a revolutionary approach that brings sophisticated algorithms directly to the devices themselves. By deploying AI models on local systems, instead of relying sole