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mobilenets-caffe-prototxt

2020-02-28 | |  46 |   0 |   0

mobilenets-caffe-prototxt

Google's MobileNets definition with Alpha = 0.25, 0.5, 0.75, 1.0, in Caffe prototxt.

Paper

Howard A G, Zhu M, Chen B, et al. MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications[J]. 2017. This paper proposes two hyperparameters: Alpha to control the width of layers, Beta to control size of feature maps.

Adjust Alpha

This repository includes four MobileNets models for Alpha = 0.25, 0.5, 0.75, 1.0.

Adjust Beta

One can modify the Input data size to adjust the beta value.


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