ElasticTransform — icevision_ElasticTransform • fastai

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

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

Value

None

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.

Targets

image, mask

Image types

uint8, float32