hetong007 commented on a change in pull request #11027: Add standard ResNet
data augmentation for ImageRecordIter
URL: https://github.com/apache/incubator-mxnet/pull/11027#discussion_r194192706
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File path: example/image-classification/common/data.py
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@@ -63,6 +65,20 @@ def add_data_aug_args(parser):
help='max ratio to scale')
aug.add_argument('--min-random-scale', type=float, default=1,
help='min ratio to scale, should >= img_size/input_shape.
otherwise use --pad-size')
+ aug.add_argument('--max-random-area', type=float, default=1,
+ help='max area to crop in random resized crop, whose
range is [0, 1]')
+ aug.add_argument('--min-random-area', type=float, default=1,
+ help='min area to crop in random resized crop, whose
range is [0, 1]')
+ aug.add_argument('--brightness', type=float, default=0,
Review comment:
Just reviewed the code again, I think I'll turn off `--random-crop` and
`--random-mirror` as well.
I can replace `set_aug_level` with `set_resnet_aug`. The current one has
settings look kind of arbitrary to me.
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