Data Science with Python

Chapter 6

Decoding Images

Learning Objectives

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

• Create models that can classify images into different categories
• Use the Keras library to train neural network models for images
• Utilize concepts of image augmentation in different business scenarios
• Extract meaningful information from images

This chapter will cover various concepts on how to read and process images.

Introduction

So far, we have only been working with numbers and text. In this chapter, we will learn how to use machine learning to decode images and extract meaningful information, such as the type of object present in an image, or the number written in an image. Have you ever stopped to think about how our brains interpret the ...