Part 2 – Image Classification with TensorFlow

In this part, you will learn to build both binary and multiclass image classifiers with convolutional neural networks (CNNs), understand how to improve the model’s performance by tuning the hyperparameters, and how to handle the problem of overfitting. By the end, you should be comfortable with building real world image classifiers using transfer learning.

This section comprises the following chapters:

• Chapter 5, Image Classification With Neural Networks
• Chapter 6, Improving the Model
• Chapter 7, Image Classification with Convolutional Neural Networks
• Chapter 8, Handling Overfitting
• Chapter 9, Transfer Learning