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Images as data for social science re...
~
Webb Williams, Nora.
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Images as data for social science research = an introduction to convolutional neural nets for image classification /
Record Type:
Electronic resources : Monograph/item
Title/Author:
Images as data for social science research/ Nora Webb Williams, Andreu Casas, John D. Wilkerson.
Reminder of title:
an introduction to convolutional neural nets for image classification /
Author:
Webb Williams, Nora.
other author:
Casas, Andreu.
Published:
Cambridge :Cambridge University Press, : 2020.,
Description:
78 p. :ill. (some col.), digital ; 23 cm.
Notes:
Title from publisher's bibliographic system (viewed on 17 Jul 2020).
Subject:
Political science - Research -
Online resource:
https://doi.org/10.1017/9781108860741
ISBN:
9781108860741
Images as data for social science research = an introduction to convolutional neural nets for image classification /
Webb Williams, Nora.
Images as data for social science research
an introduction to convolutional neural nets for image classification /[electronic resource] :Nora Webb Williams, Andreu Casas, John D. Wilkerson. - Cambridge :Cambridge University Press,2020. - 78 p. :ill. (some col.), digital ; 23 cm. - Cambridge elements. Elements in quantitative and computational methods for social science. - Cambridge elements.Elements in quantitative and computational methods for social science..
Title from publisher's bibliographic system (viewed on 17 Jul 2020).
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.
ISBN: 9781108860741Subjects--Topical Terms:
910357
Political science
--Research
LC Class. No.: JA86 / .W55 2020
Dewey Class. No.: 320.072
Images as data for social science research = an introduction to convolutional neural nets for image classification /
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https://doi.org/10.1017/9781108860741
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W9448997
電子資源
11.線上閱覽_V
電子書
EB JA86 .W55 2020
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1 records • Pages 1 •
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