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VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE-SCALE IMAGE RECOGNITION
時間 2021-01-01
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VGG和AlexNet都是很經典的模型。而VGG也是在AlexNet的基礎之上進行改進的。AlexNet每層僅僅含有一個Convolution層,filter的大小7x7;VGG每層含有2~4個Conv層,filter的大小是3x3(能感受空間最小的filter)。 個人認爲,整個文章相比於AlexNet最大的亮點就是更深的卷積層,以及最小的filter。 在本文中,作者討論了ConvNet架構設
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