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MobileNetV3 #66

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FeiMiBa opened this issue Dec 8, 2020 · 2 comments
Open

MobileNetV3 #66

FeiMiBa opened this issue Dec 8, 2020 · 2 comments

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@FeiMiBa
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FeiMiBa commented Dec 8, 2020

Hi,

For MobileNetV3, seems that you have done several modifications on the original implementation: disable h-swish, remove non-linear funtion in DW, add extra non-linear funtion after SElayer, change last layer to GDC, etc.

Does doing this particularly help a lot in face recognition task? What's the performance of the vanilla MobileNetV3? And what's you training strategy?

Thanks a lot.

@John1231983
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I have tried mobinetv3 with small configure but it does not work. Any reason?

@bobo0810
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bobo0810 commented Dec 23, 2020

Hi,

For MobileNetV3, seems that you have done several modifications on the original implementation: disable h-swish, remove non-linear funtion in DW, add extra non-linear funtion after SElayer, change last layer to GDC, etc.

Does doing this particularly help a lot in face recognition task? What's the performance of the vanilla MobileNetV3? And what's you training strategy?

Thanks a lot.

GhostNet also made similar changes. What is the reason?

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