Chapter 8. Transfer Learning and Pre-Trained Models

Note

Learning Objectives

By the end of this chapter, you will be able to:

• Explain transfer learning and pre-trained models

• Apply feature extraction to pre-trained models

• Use pre-trained models for image classification

• Apply fine-tuning to pre-trained models

Note

In this chapter, we will learn about transfer learning and pre-train sets. Then, we will apply feature extraction to pre-trained models. We will use these pre-trained models to classify images. Lastly, we will apply fine tuning on pre-trained models.