The landscape of artificial intelligence (AI) is rapidly shifting, with a surge in adoption for edge computing solutions. This paradigm shift enables real-time analysis by deploying AI models directly on devices at the network's boundary. Utilizing the power of edge computing provides a myriad of benefits, including faster response times, data