Xiang-Qing Li

Lightweight Deep Learning for Real-Time Edge Object Detection in Embedded Electronic Systems

Edge computing in electronic and information systems requires object detection algorithms that balance high accuracy with low computational complexity ${ }^{[1]}$. Traditional deep convolutional neural networks (CNNs) often fail to meet real-time processing constraints on resource-constrained embedded platforms due to...