In this chapter we will learn about some common CNN architectures (that is, VGG, ResNet, GoogleNet). The references for this chapter are: 

• Simonyan, K. and Zisserman, A., 2014, Very Deep Convolutional Networks for Large-Scale Image Recognition, arXiv preprint arXiv:1409.1556
• Going Deeper With Convolutions, https://arxiv.org/abs/1409.4842
• Deep Residual Learning for Image Recognition, Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun, Microsoft Research
• Mobilenets: Efficient Convolutional Neural Networks for Mobile Vision Applications, https://arxiv.org/abs/1704.04861
• https://arxiv.org/pdf/1801.04381.pdf, MobileNets V2