Thursday, November 14, 2019

DenseNet

DenseNet

2019/11/12

前言:

跟 ResNet 相比,DenseNet 不用恆等映射,只用跨層疊加,就已取得了更佳的效果。

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// Review  DenseNet — Dense Convolutional Network (Image Classification)

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// Review  DenseNet — Dense Convolutional Network (Image Classification)

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// Review  DenseNet — Dense Convolutional Network (Image Classification)

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// Review  DenseNet — Dense Convolutional Network (Image Classification)

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// Review  DenseNet — Dense Convolutional Network (Image Classification)

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# DenseNet

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# DenseNet

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# DenseNet

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References

# DenseNet
Huang, Gao, et al. "Densely connected convolutional networks." Proceedings of the IEEE conference on computer vision and pattern recognition. Vol. 1. No. 2. 2017.
http://openaccess.thecvf.com/content_cvpr_2017/papers/Huang_Densely_Connected_Convolutional_CVPR_2017_paper.pdf

Review  DenseNet — Dense Convolutional Network (Image Classification)
https://towardsdatascience.com/review-densenet-image-classification-b6631a8ef803

DenseNet:比ResNet更优的CNN模型 - 知乎
https://zhuanlan.zhihu.com/p/37189203

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