As the requirement for intelligent devices continues to escalate, edge AI is emerging as a transformative technology. By bringing computationprocessing closer to the data, edge AI enables devices to interpret data in real time, leading to faster decisions and improved performance. This movement empowers a new generation of smartobjects capable of l