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a simplify and accuracy-maintain model of ResNet-50 by the Invert Residual Construction

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power0341/MobileResNet-50

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yinan
Oct 29, 2018
a5a21de · Oct 29, 2018

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Oct 29, 2018

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netscope of this network is here:link

mode file is here:baidu pan

LFW CFP AgeDB30
99.8 98.7 97.0

some motivation of this network:

1.the main calculation of ResNet is focus on the convolution on front layer

2.the main accuracy part of ResNet is the 13 Residual construction operation on 14x14 feature map

3.feature Embedding of Invert Residual Construction can automaticlly choose the most discriminative feature.

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a simplify and accuracy-maintain model of ResNet-50 by the Invert Residual Construction

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