fastai: icevision_ElasticTransform – R documentation

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fastai

icevision_ElasticTransform

ElasticTransform

Description

Elastic deformation of images as described in [Simard2003]_ (with modifications).

Usage

icevision_ElasticTransform(
  alpha = 1,
  sigma = 50,
  alpha_affine = 50,
  interpolation = 1,
  border_mode = 4,
  value = NULL,
  mask_value = NULL,
  always_apply = FALSE,
  approximate = FALSE,
  p = 0.5
)

Arguments

`alpha`	alpha
`sigma`	sigma
`alpha_affine`	alpha_affine
`interpolation`	interpolation
`border_mode`	border_mode
`value`	value
`mask_value`	mask_value
`always_apply`	always_apply
`approximate`	approximate
`p`	p

Details

Based on https://gist.github.com/erniejunior/601cdf56d2b424757de5 .. [Simard2003] Simard, Steinkraus and Platt, "Best Practices for Convolutional Neural Networks applied to Visual Document Analysis", in Proc. of the International Conference on Document Analysis and Recognition, 2003.

Value

None

Targets

image, mask

Image types

uint8, float32

fastai

Interface to 'fastai'

v2.0.7

Apache License 2.0

Authors

Turgut Abdullayev [ctb, cre, cph, aut]

Initial release

icevision_ElasticTransform

Description

Usage

Arguments

Details

Value

Targets

Image types

fastai

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