icevision_ElasticTransform: ElasticTransform

In fastai: Interface to 'fastai'

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