Cutout augmentation (augmentations.dropout.cutout)¶
class
albumentations.augmentations.dropout.cutout.Cutout
(num_holes=8, max_h_size=8, max_w_size=8, fill_value=0, always_apply=False, p=0.5)
[view source on GitHub]
¶
CoarseDropout of the square regions in the image.
Parameters:
| Name | Type | Description |
|---|---|---|
num_holes |
int |
number of regions to zero out |
max_h_size |
int |
maximum height of the hole |
max_w_size |
int |
maximum width of the hole |
fill_value |
int, float, list of int, list of float |
value for dropped pixels. |
Targets: image
Image types: uint8, float32
Reference: | https://arxiv.org/abs/1708.04552 | https://github.com/uoguelph-mlrg/Cutout/blob/master/util/cutout.py | https://github.com/aleju/imgaug/blob/master/imgaug/augmenters/arithmetic.py