Pyramidal RoR for Image Classification

1 Oct 2017 Ke Zhang Liru Guo Ce Gao Zhenbing Zhao

The Residual Networks of Residual Networks (RoR) exhibits excellent performance in the image classification task, but sharply increasing the number of feature map channels makes the characteristic information transmission incoherent, which losses a certain of information related to classification prediction, limiting the classification performance. In this paper, a Pyramidal RoR network model is proposed by analysing the performance characteristics of RoR and combining with the PyramidNet... (read more)

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