The sphere of artificial intelligence progresses at an unprecedented 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 achieve significant advantages. Edge AI solutions facilitate near real-time data processing, reducing latency and