icevision_GridDropout: GridDropout

In fastai: Interface to 'fastai'

GridDropout

Description

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

Usage

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

fastai documentation built on June 22, 2024, 11:15 a.m.