As the requirement for intelligent devices continues to soar, edge AI is emerging as a game-changer. By bringing computationintelligence closer to the data, edge AI enables devices to interpret data in real time, leading to quicker actions and enhanced performance. This movement empowers a new generation of smartapplications capable of learningevol