Deep Learning with PyTorch

Modern Network Architectures

In the last chapter, we explored how deep learning algorithms can be used to create artistic images, create new images based on existing datasets, and generate text. In this chapter, we will introduce you to different network architectures that power modern computer vision applications and natural language systems. Some of the architectures that we will look at in this chapter are:

• ResNet
• Inception
• DenseNet
• Encoder-decoder architecture