Images as Data for Social Science Research

Name: Images as Data for Social Science Research
SKU: 33701625
Price: 63.99 AUD
Availability: InStock

An Introduction to Convolutional Neural Nets for Image Classification

By:

Format:

Paperback / softback

Series:

Elements in Quantitative and Computational Methods for the Social Sciences

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Description

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.

Release date Australia

August 13th, 2020

Author

Series

Elements in Quantitative and Computational Methods for the Social Sciences

Pages

Audience

General (US: Trade)

Illustrations

Worked examples or Exercises; 32 Halftones, black and white

Dimensions

151x225x5

ISBN-13

9781108816854

Product ID

33701625

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