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MobileNet
Qin Yuxiang edited this page Nov 22, 2019
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MobileNetV1 (2017):https://arxiv.org/abs/1704.04861?context=cs
MobileNetV2 (2018):https://arxiv.org/abs/1801.04381
MobileNetV3 (2019):https://arxiv.org/abs/1905.02244?context=cs
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文章中使用了深度可分离卷积(depthwise separable convolutions)代替传统卷积;
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在网络中还引入了两个收缩参数(shrinking hyperparameters):宽度乘子和分辨率乘子.
在V1的基础上主要引入两个改动