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Automated Machine Learning with AutoKeras
book

Automated Machine Learning with AutoKeras

by Luis Sobrecueva
May 2021
Intermediate to advanced content levelIntermediate to advanced
194 pages
3h 33m
English
Packt Publishing
Content preview from Automated Machine Learning with AutoKeras

Chapter 4: Image Classification and Regression Using AutoKeras

In this chapter, we will focus on the use of AutoKeras applied to images. In Chapter 2, Getting Started with AutoKeras, we got our first contact with deep learning (DL) applied to images, by creating two models (a classifier and a regressor) that recognized handwritten digits. We will now create more complex and powerful image recognizers, examine how they work, and see how to fine-tune them to improve their performance.

After reading this chapter, you will be able to create your own image models and apply them, to solve a wide range of problems in the real world.

As we discussed in Chapter 2, Getting Started with AutoKeras, the most suitable models for recognizing images use a type ...

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Publisher Resources

ISBN: 9781800567641Supplemental Content