CutMix layer

[source]

CutMix class

keras_cv.layers.CutMix(alpha=1.0, seed=None, **kwargs)

CutMix implements the CutMix data augmentation technique.

Arguments

  • alpha: Float between 0 and 1. Inverse scale parameter for the gamma distribution. This controls the shape of the distribution from which the smoothing values are sampled. Defaults to 1.0, which is a recommended value when training an imagenet1k classification model.
  • seed: Integer. Used to create a random seed.

References