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

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KaleidoZhouYN/LightResNet-50

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netscope of this network is here:prototxt, visualization

mode file is here:baidu pan

LFW CFP AgeDB30
99.8 98.7 97.0

update:

2018/11/2:train by insight_face_emore,the model file is here:baidu pan

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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