GridDropout — icevision_GridDropout • fastai

GridDropout, drops out rectangular regions of an image and the corresponding mask in a grid fashion.

icevision_GridDropout(
  ratio = 0.5,
  unit_size_min = NULL,
  unit_size_max = NULL,
  holes_number_x = NULL,
  holes_number_y = NULL,
  shift_x = 0,
  shift_y = 0,
  random_offset = FALSE,
  fill_value = 0,
  mask_fill_value = NULL,
  always_apply = FALSE,
  p = 0.5
)

Arguments

ratio: ratio
unit_size_min: unit_size_min
unit_size_max: unit_size_max
holes_number_x: holes_number_x
holes_number_y: holes_number_y
shift_x: shift_x
shift_y: shift_y
random_offset: random_offset
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

References

https://arxiv.org/abs/2001.04086