CoarseDropout — icevision_CoarseDropout • fastai

CoarseDropout of the rectangular regions in the image.

icevision_CoarseDropout(
  max_holes = 8,
  max_height = 8,
  max_width = 8,
  min_holes = NULL,
  min_height = NULL,
  min_width = NULL,
  fill_value = 0,
  mask_fill_value = NULL,
  always_apply = FALSE,
  p = 0.5
)

Arguments

max_holes: max_holes
max_height: max_height
max_width: max_width
min_holes: min_holes
min_height: min_height
min_width: min_width
fill_value: fill_value
mask_fill_value: mask_fill_value
always_apply: always_apply
p: p

Value

None

Targets

image, mask

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