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VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE-SCALE IMAGE RECOGNITION
时间 2021-01-01
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VGG和AlexNet都是很经典的模型。而VGG也是在AlexNet的基础之上进行改进的。AlexNet每层仅仅含有一个Convolution层,filter的大小7x7;VGG每层含有2~4个Conv层,filter的大小是3x3(能感受空间最小的filter)。 个人认为,整个文章相比于AlexNet最大的亮点就是更深的卷积层,以及最小的filter。 在本文中,作者讨论了ConvNet架构设
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