icevision_ElasticTransform {fastai} | R Documentation |
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
)
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 |
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.
None
image, mask
uint8, float32