The sphere of artificial intelligence evolves 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 obtain significant advantages. Edge AI solutions enable near real-time data processing, reducing latency and improvi