Quantization and Training of Low Bit-Width Convolutional Neural Networks for Object Detection

Penghang Yin, Shuai Zhang, Yingyong Qi +1

We present LBW-Net, an efficient optimization based method for quantization and training of the low bit-width convolutional neural networks (CNNs). Specifically, we quantize the we…