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Diptychs of human and machine perceptions

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arxiv 2010.13864 v1 pith:I2NUU3DJ submitted 2020-10-12 cs.GR cs.AIcs.CVcs.LG

Diptychs of human and machine perceptions

classification cs.GR cs.AIcs.CVcs.LG
keywords diptychshumanhumansmachineperceptionsvisualaccordingalgorithms
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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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.

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