The realm of artificial intelligence is rapidly evolve, with edge computing standing out as a groundbreaking force. By bringing AI algorithms directly to the source of data generation, edge AI solutions empower systems to analyze information instantly, harnessing unprecedented degrees of capability. Such decentralized methodology provides a multi