The realm of artificial intelligence continues to evolve, with edge computing emerging as a transformative force. By transferring AI algorithms directly to the point of data generation, edge AI solutions empower devices to analyze information instantly, revealing unprecedented levels of efficiency. These decentralized paradigm delivers a multitud