Convolutional Neural Networks (CNNs) are responsible for the major breakthroughs in image recognition made in the past few years. In this chapter, we will cover the following topics:
- Implementing a simple CNN
- Implementing an advanced CNN
- Retraining existing CNN models
- Applying Stylenet and the neural-style project
- Implementing DeepDream
As a reminder, the reader can find all of the code for this chapter available online here: https://github.com/nfmcclure/tensorflow_cookbook , as well as the Packt repository: https://github.com/PacktPublishing/TensorFlow-Machine-Learning-Cookbook-Second-Edition.
