Diptychs of human and machine perceptions

creativity workshop NeurIPS 2020 We propose visual creations that put differences in algorithms and humans \emph{perceptions} into perspective. We exploit saliency maps of neural networks and visual focus of humans to create diptychs that are reinterpretations of an original image according to both...

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Bibliographic Details
Main Authors Cabannes, Vivien, Kerdreux, Thomas, Thiry, Louis
Format Journal Article
LanguageEnglish
Published 12.10.2020
Subjects
Computer Science - Artificial Intelligence
Computer Science - Computer Vision and Pattern Recognition
Computer Science - Graphics
Computer Science - Learning
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Summary:creativity workshop NeurIPS 2020 We propose visual creations that put differences in algorithms and humans \emph{perceptions} into perspective. We exploit saliency maps of neural networks and visual focus of humans to create diptychs that are reinterpretations of an original image according to both machine and human attentions. Using those diptychs as a qualitative evaluation of perception, we discuss some crucial issues of current \textit{task-oriented} artificial intelligence.
DOI:10.48550/arxiv.2010.13864