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Convolutional neural net face recognition works in non-human-like ways

Convolutional neural networks (CNNs) give the state-of-the-art performance in many pattern recognition problems but can be fooled by carefully crafted patterns of noise. We report that CNN face recognition systems also make surprising ‘errors'. We tested six commercial face recognition CNNs and...

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Detalhes bibliográficos
Publicado no:R Soc Open Sci
Main Authors: Hancock, Peter J. B., Somai, Rosyl S., Mileva, Viktoria R.
Formato: Artigo
Idioma:Inglês
Publicado em: The Royal Society 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7657890/
https://ncbi.nlm.nih.gov/pubmed/33204449
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rsos.200595
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