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The epoch and LR of LIP dataset #16

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853498747 opened this issue May 12, 2019 · 3 comments
Closed

The epoch and LR of LIP dataset #16

853498747 opened this issue May 12, 2019 · 3 comments

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@853498747
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Hi,I found that there are no epoch and LR settings for the LIP dataset in train.py.
Can you give me some suggest?
@Tramac
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Tramac commented May 13, 2019

Hi, maybe lr=1e-4, epochs=80 is a choice, which reference from paper.

@Tramac Tramac closed this as completed May 17, 2019
@853498747
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Hi again<>
What basesize and cropsize can you recommend for LIP datasets? Use deeplabv3 model.
in the dataset Some img size is thin (55*200) ,if shortsize == basesize==520,then h (200)will be convert into 1890,Will crop the easy part and lead to training and testing bad?

@Tramac
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Tramac commented May 21, 2019

Hi, crop_size=384 is recommended in paper, you can set base_size=420.

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@Tramac @853498747