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Apperance Model performance very bad in night scenario ? #40

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CarlHuangNuc opened this issue Aug 19, 2022 · 1 comment
Open

Apperance Model performance very bad in night scenario ? #40

CarlHuangNuc opened this issue Aug 19, 2022 · 1 comment

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@CarlHuangNuc
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Hi Author,

         I found Apperance Model can work in many scenario. but in night ,the picture quality or light have big impact on Apperance model peformance . Why it is normal ?? because  most of  image net data  came from daytime scene ?
@Zhongdao
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Hi
I think you're right. Most of the provided appearance models are trained on ImageNet, it is very likely that images/videos in your scenario are out of the training distribution.

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