滿額折
Images as Data for Social Science Research：An Introduction to Convolutional Neural Nets for Image Classification
商品資訊
系列名：Elements in Quantitative and Computational Methods
ISBN13：9781108816854
出版社：Cambridge University Press
作者：Williams Nora Webb Williams; Casas Andreu Casas; Wilkerson John D. Wilkerson
出版日：2020/07/31
裝訂／頁數：平裝／75頁
商品簡介
商品簡介
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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