The landscape read more of artificial intelligence is rapidly evolving, with Edge AI emerging as a powerful force. By deploying AI algorithms directly on edge devices, rather than relying on centralized cloud computing, Edge AI facilitates intelligence at the source. This decentralized approach unlocks a wealth of benefits, making AI more tangible