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Correct Resize pipeline #211
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Update augmentation.py
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Update augmentation.py
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Update lsun-car_pad_512.py
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Update imagenet_rgb.py
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Update imagenet_rgb.py
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Update augmentation.py
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Update augmentation.py
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revise pre-commit
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Update augmentation.py
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We should consider the situation when the input scale is float or int.
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I don't see the
mmcv.imresize
can take argumentscale
offloat
orint
.https://github.com/open-mmlab/mmcv/blob/51b40c332aff9d2927fcc252b248d295850a4d55/mmcv/image/geometric.py#L51-L95
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I think the original
Resize
pipeline in themmgen
does NOT support taking as inputscale
offloat
orint
. I tried and got an error raised.There was a problem hiding this comment.
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However,
mmcv.imrescale
can takefloat
as input. In MMGen'sResize
, we composemmcv.imrescale
andmmcv.imresize
in one function. Refers tommgeneration/mmgen/datasets/pipelines/augmentation.py
Lines 162 to 177 in 69333cf
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You may use the following command to run the unit test locally.
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I see... I think it's a little bit confusing though. Current
Resize
:h
andw
max_long_edge
could be the actual short edgeThere was a problem hiding this comment.
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I can help resolve the problems:
keep_ratio
=True;h
andw
(solved).But as for the " variable
max_long_edge
could be the actual short edge", it requires futher discussion.There was a problem hiding this comment.
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Your analysis of cases 1 and 2 are correct. And for case 3 we automatically rescale short edge and this behavior is independent of the position of
-1
inscale
.