Skip to Main Content
Data Augmentation with Python
book

Data Augmentation with Python

by Duc Haba
April 2023
Intermediate to advanced content levelIntermediate to advanced
394 pages
8h 45m
English
Packt Publishing
Content preview from Data Augmentation with Python

1

Data Augmentation Made Easy

Data augmentation is essential for developing a successful deep learning (DL) project. However, data scientists and developers often overlook this crucial step. It is no secret that you will spend the majority of your project time gathering, cleaning, and augmenting the dataset in a real-world DL project. Thus, learning how to expand the dataset without purchasing new data is essential. This book covers standard and advanced techniques for extending image, text, audio, and tabular datasets. Furthermore, you will learn about data biases and learn how to code on Jupyter Python Notebooks.

Chapter 1 will introduce various data augmentation concepts, set up the coding environment, and create the foundation class. Later ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Start your free trial

You might also like

Data Ingestion with Python Cookbook

Data Ingestion with Python Cookbook

Gláucia Esppenchutz
Pythonic Programming

Pythonic Programming

Dmitry Zinoviev

Publisher Resources

ISBN: 9781803246451