icevision_MaskDropout {fastai}

MaskDropout

Description

Image & mask augmentation that zero out mask and image regions corresponding

Usage

icevision_MaskDropout(
  max_objects = 1,
  image_fill_value = 0,
  mask_fill_value = 0,
  always_apply = FALSE,
  p = 0.5
)

Arguments

max_objects

max_objects

image_fill_value

image_fill_value

mask_fill_value

mask_fill_value

always_apply

always_apply

p

p

Details

to randomly chosen object instance from mask. Mask must be single-channel image, zero values treated as background. Image can be any number of channels. Inspired by https://www.kaggle.com/c/severstal-steel-defect-detection/discussion/114254

Value

None