Design and Implementation of BNN-Based Object Detection on FPGA

Xuyu Zhao, Yunpeng Wu, Mengyuan Zhu +5

This paper implements a Binary Neural Network (BNN) based YOLOv3-tiny-like object detector on a low-cost FPGA. The network takes 320*320*3 RGB images as input. Its main convolution…