InceptionV3----Grid Size Reduction

Others 2022-04-23 01:40:40 views: 0

文中提出经验规则：在网络的前期，特征图不能一下子变得很小，叫“特征表达瓶颈”。

Grid网格，就是指特征图。本节讨论如何让特征图大小合理减小的问题。

左边的方法缺点是特征表达瓶颈，右边的方法经过expand层，就是先将320个通道扩展为640个通道，但是计算量变大。

于是作者拼接stride=2的卷积结果与池化结果，实现了既减少计算量，又规避特征表达瓶颈的目标

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InceptionV3----Grid Size Reduction

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