FancyPCA

Source: R/icevision_albumentations.R

Augment RGB image using FancyPCA from Krizhevsky's paper

icevision_FancyPCA(alpha = 0.1, always_apply = FALSE, p = 0.5)

Arguments

alpha

alpha

always_apply

always_apply

p

p

Value

None

Details

"ImageNet Classification with Deep Convolutional Neural Networks"

Targets

image

Image types

3-channel uint8 images only

Credit

http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf https://deshanadesai.github.io/notes/Fancy-PCA-with-Scikit-Image https://pixelatedbrian.github.io/2018-04-29-fancy_pca/