DataAugmentation.jl

Efficient, composable data augmentation for machine and deep learning with support for n-dimensional images, keypoints and categorical masks.

Installation

using Pkg
Pkg.add("DataAugmentation")

Example

using DataAugmentation, TestImages

item = Image(testimage("lighthouse"))
tfm = Maybe(FlipX{2}()) |> RandomResizeCrop((128, 128))
timage = itemdata(apply(tfm, item))

See the documentation for the available transformations and how to define your own.