Images as Data for Social Science Research: An Introduction to Convolutional Neural Nets for Image Classification

Nora Webb Williams , Andreu Casas , John D. Wilkerson

ISBN 10: 1108816851 / ISBN 13: 9781108816854

Published by Cambridge University Press, 2020

About this Item

75 pages. 9.00x6.00x0.25 inches. In Stock. This item is printed on demand.

Seller Inventory # __1108816851

Bibliographic Details

• Title: Images as Data for Social Science Research: An Introduction to Convolutional Neural Nets for Image Classification
• Publisher: Cambridge University Press
• Publication Date: 2020
• Language: English
• ISBN 10: 1108816851
• ISBN 13: 9781108816854
• Binding: Paperback
• Condition: Brand New
• Weight: 0.14 kilograms

About this title

Synopsis

Images play a crucial role in shaping and reflecting political life. Digitization has vastly increased the presence of such images in daily life, creating valuable new research opportunities for social scientists. We show how recent innovations in computer vision methods can substantially lower the costs of using images as data. We introduce readers to the deep learning algorithms commonly used for object recognition, facial recognition, and visual sentiment analysis. We then provide guidance and specific instructions for scholars interested in using these methods in their own research.