As the need 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 process data in real time, leading to AI-enabled microcontrollers faster responses and optimized performance. This trend empowers a new generation of smartobj