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cfg.model.normalization #4

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Boylad opened this issue Jun 13, 2020 · 2 comments
Closed

cfg.model.normalization #4

Boylad opened this issue Jun 13, 2020 · 2 comments

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@Boylad
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Boylad commented Jun 13, 2020

Hi, aosokin:
If I train os2d on another dataset, should I recalculate mean and std of RGB in config.py line 28 & 29?

@aosokin
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aosokin commented Jun 15, 2020

Hi @Boylad ,
In our experiments, we used the standard values from ImageNet. I guess it should be better to recompute them if the data where you want to transfer is very different. It is hard to predict what would work better but the difference can be small.
Best,
Anton

@Boylad
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Boylad commented Jun 30, 2020

Hi @Boylad ,
In our experiments, we used the standard values from ImageNet. I guess it should be better to recompute them if the data where you want to transfer is very different. It is hard to predict what would work better but the difference can be small.
Best,
Anton

Thank you, aosokin. I got it.

@aosokin aosokin closed this as completed Jun 30, 2020
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