As the requirement for intelligent devices continues to soar, edge AI is emerging as a transformative technology. By bringing computationpower closer to the source, edge AI enables devices to analyze data in real time, leading to immediate responses and optimized performance. This trend empowers a new generation of smartobjects capable of learningg