icevision_OpticalDistortion: OpticalDistortion

Description Usage Arguments Details Value Targets Image types

View source: R/icevision_albumentations.R

Description

OpticalDistortion

Usage

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icevision_OpticalDistortion(
  distort_limit = 0.05,
  shift_limit = 0.05,
  interpolation = 1,
  border_mode = 4,
  value = NULL,
  mask_value = NULL,
  always_apply = FALSE,
  p = 0.5
)

Arguments

distort_limit

distort_limit

shift_limit

shift_limit

interpolation

interpolation

border_mode

border_mode

value

value

mask_value

mask_value

always_apply

always_apply

p

p

Details

distort_limit (float, (float, float)): If distort_limit is a single float, the range will be (-distort_limit, distort_limit). Default: (-0.05, 0.05). shift_limit (float, (float, float))): If shift_limit is a single float, the range will be (-shift_limit, shift_limit). Default: (-0.05, 0.05). interpolation (OpenCV flag): flag that is used to specify the interpolation algorithm. Should be one of: cv2.INTER_NEAREST, cv2.INTER_LINEAR, cv2.INTER_CUBIC, cv2.INTER_AREA, cv2.INTER_LANCZOS4. Default: cv2.INTER_LINEAR. border_mode (OpenCV flag): flag that is used to specify the pixel extrapolation method. Should be one of: cv2.BORDER_CONSTANT, cv2.BORDER_REPLICATE, cv2.BORDER_REFLECT, cv2.BORDER_WRAP, cv2.BORDER_REFLECT_101. Default: cv2.BORDER_REFLECT_101 value (int, float, list of ints, list of float): padding value if border_mode is cv2.BORDER_CONSTANT. mask_value (int, float, list of ints, list of float): padding value if border_mode is cv2.BORDER_CONSTANT applied for masks. Targets: image, mask Image types: uint8, float32

Value

None

Targets

image, mask

Image types

uint8, float32


fastai documentation built on July 28, 2021, 5:06 p.m.