Transfer Learning for Image Classification — (4) Visualize VGG-16 Layer-by-Layer

(Image by author)

VGG-16 and ResNet made their names in the ImageNet Challenge in 2014 and 2015. Both continue to be used by many practitioners now. In the previous chapter we learned a general Convolutional Neural Network framework, now we want to understand the specifics of VGG-16. In this chapter, we will load the VGG-16 model and the ResNet model. I will visualize…

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The Dataman articles are my reflections on data science and teaching notes at Columbia University https://sps.columbia.edu/faculty/chris-kuo