Computational Cut-Ups: The Influence of Dada

Can a tool designed to detect dogs detect Dada? We apply a cutting-edge image analysis tool, convolutional neural networks (CNNs), to a collection of page images from modernist journals. This process radically deforms the images from cultural artifacts into lists of numbers. We determine whether the...

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Veröffentlicht in:	Journal of modern periodical studies 2018-11, Vol.8 (2), p.179-195
Hauptverfasser:	Thompson, Laure, Mimno, David
Format:	Artikel
Sprache:	eng
Schlagworte:	Avant garde Avant garde music Cubism Dadaism Illustration Image classification Musical performance Poetry
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description	Can a tool designed to detect dogs detect Dada? We apply a cutting-edge image analysis tool, convolutional neural networks (CNNs), to a collection of page images from modernist journals. This process radically deforms the images from cultural artifacts into lists of numbers. We determine whether the tool can distinguish Dada from other non-Dada avant-garde works, and in the process learn something about the cohesiveness of Dada as a visual form. We can also analyze the “mistakes” made in classifying Dada to search for the visual influence of Dada as a movement.
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subjects	Avant garde Avant garde music Cubism Dadaism Illustration Image classification Musical performance Poetry
title	Computational Cut-Ups: The Influence of Dada
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