The realm of artificial intelligence evolves at an accelerated pace, and edge computing has emerged as a pivotal component in this transformation. By deploying AI models directly on devices at the network's edge, organizations can realize significant gains. Edge AI solutions facilitate near real-time data processing, reducing latency and enhancing