Images as Data for Social Science Research

Images as Data for Social Science Research An Introduction to Convolutional Neural Nets for Image Classification - Elements in Quantitative and Computational Methods for the Social Sciences

Paperback (13 Aug 2020)

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Publisher's 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.

Book information

ISBN: 9781108816854
Publisher: Cambridge University Press
Imprint: Cambridge University Press
Pub date:
DEWEY: 300.721
DEWEY edition: 23
Language: English
Number of pages: 78
Weight: 142g
Height: 152mm
Width: 228mm
Spine width: 8mm