Class ImageMixingAugmenterBase<T>

Namespace: AiDotNet.Augmentation.Image

Assembly: AiDotNet.dll

Base class for image augmentations that mix multiple images together.

public abstract class ImageMixingAugmenterBase<T> : LabelMixingAugmentationBase<T, ImageTensor<T>>, ILabelMixingAugmentation<T, ImageTensor<T>>, IAugmentation<T, ImageTensor<T>>

Type Parameters

T: The numeric type for calculations.

Inheritance: object

AugmentationBase<T, ImageTensor<T>>

LabelMixingAugmentationBase<T, ImageTensor<T>>

ImageMixingAugmenterBase<T>

Implements: ILabelMixingAugmentation<T, ImageTensor<T>>

IAugmentation<T, ImageTensor<T>>

Inherited Members: LabelMixingAugmentationBase<T, ImageTensor<T>>.OnLabelMixing

LabelMixingAugmentationBase<T, ImageTensor<T>>.LastMixingLambda

LabelMixingAugmentationBase<T, ImageTensor<T>>.Alpha

LabelMixingAugmentationBase<T, ImageTensor<T>>.SampleLambda(AugmentationContext<T>)

LabelMixingAugmentationBase<T, ImageTensor<T>>.RaiseLabelMixing(LabelMixingEventArgs<T>)

LabelMixingAugmentationBase<T, ImageTensor<T>>.GetParameters()

AugmentationBase<T, ImageTensor<T>>.NumOps

AugmentationBase<T, ImageTensor<T>>.OnAugmentationApplied

AugmentationBase<T, ImageTensor<T>>.Name

AugmentationBase<T, ImageTensor<T>>.Probability

AugmentationBase<T, ImageTensor<T>>.IsTrainingOnly

AugmentationBase<T, ImageTensor<T>>.IsEnabled

AugmentationBase<T, ImageTensor<T>>.Apply(ImageTensor<T>, AugmentationContext<T>)

AugmentationBase<T, ImageTensor<T>>.ApplyAugmentation(ImageTensor<T>, AugmentationContext<T>)

AugmentationBase<T, ImageTensor<T>>.GetParameters()

AugmentationBase<T, ImageTensor<T>>.RaiseAugmentationApplied(AugmentationContext<T>, bool)

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Remarks

Use this base class for augmentations like MixUp and CutMix that combine two or more images and their labels.

Constructors

ImageMixingAugmenterBase(double, double)

Initializes a new image mixing augmentation.

protected ImageMixingAugmenterBase(double probability = 1, double alpha = 1)

Parameters