Images as Data for Social Science Research : An Introduction to Convolutional Neural Nets for Image Classification
Book Details
Format
Paperback / Softback
ISBN-10
1108816851
ISBN-13
9781108816854
Publisher
Cambridge University Press
Imprint
Cambridge University Press
Country of Manufacture
US
Country of Publication
GB
Publication Date
Aug 13th, 2020
Print length
75 Pages
Weight
142 grams
Dimensions
15.20 x 22.80 x 0.80 cms
Ksh 3,250.00
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Shows how innovation in computer vision methods can markedly lower the costs of using images as data. Introduces readers to deep learning algorithms commonly used for object recognition, facial recognition, and visual sentiment analysis. Provides guidance and instruction for scholars interested in using these methods in their own research.
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.
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