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Is it enough to optimize CNN architectures on ImageNet?

Classification performance based on ImageNet is the de-facto standard metric for CNN development. In this work we challenge the notion that CNN architecture design solely based on ImageNet leads to generally effective convolutional neural network (CNN) architectures that perform well on a diverse se...

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Príomhchruthaitheoirí: Lukas Tuggener, Jürgen Schmidhuber, Thilo Stadelmann
Formáid: Artigo
Teanga:Inglês
Foilsithe / Cruthaithe: Frontiers Media S.A. 2022-11-01
Sraith:Frontiers in Computer Science
Ábhair:
Rochtain ar líne:https://www.frontiersin.org/articles/10.3389/fcomp.2022.1041703/full
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