This article will try to explain the architecture of Faster R-CNN from the perspective of implementation. As Fast R-CNN has a complex process and many symbols, it is easy to be confused. Thus, here vgg16 is taken as an example, and all illustrations and variables are based on VGG-16 + VOC2007.