This chapter is in two sections, but we will be learning about image classification using TensorFlow in both.
In this chapter, we will cover the following main topics:
- Quick Draw – image classification using TensorFlow
- CIFAR 10 image classification using TensorFlow
In the first section, we will develop a TensorFlow 2 model for image recognition using the technologies we learned about in the previous chapters—in particular, Chapter 2, Keras, a High-Level API for TensorFlow 2. This will allow us to see how all of the relevant techniques are brought together to create, train, and evaluate a complete model using TensorFlow 2. We will make use of the Quick Draw! image dataset from Google to help with this.
