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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...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
में प्रकाशित:R Soc Open Sci
मुख्य लेखकों: Hancock, Peter J. B., Somai, Rosyl S., Mileva, Viktoria R.
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: The Royal Society 2020
विषय:
ऑनलाइन पहुंच: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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