EffectFace: A Fast and Efficient Deep Neural Network Model for Face Recognition

Weicheng Li,Lianyi Zhang,Han Zhang,Depei Qian,Jia Zhai,Dan Jia,Jihong Cai,Rui Wang,Hailong Yang

doi:10.1007/978-981-13-2423-9_10

EffectFace: A Fast and Efficient Deep Neural Network Model for Face Recognition

Weicheng Li, Lianyi Zhang + Show 7 more

https://doi.org/10.1007/978-981-13-2423-9_10

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Publication Date: Jan 1, 2018

Affiliation: Beihang University, Communication University of China

#Deep Neural Network #Deep Neural Network System + Show 8 more

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Abstract

Despite the Deep Neural Network (DNN) has achieved a great success in image recognition, the resource needed by DNN applications is still too much in terms of both memory usage and computing time, which makes it barely possible to deploy a whole DNN system on resource-limited devices such as smartphones and small embedded systems. In this paper, we present a DNN model named EffectFace designed for higher storage and computation efficiency without compromising the accuracy.

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