Class TemporalAugmenterBase<T>

Namespace

AiDotNet.Augmentation.Video

Assembly

AiDotNet.dll

Base class for temporal video augmentations that modify the frame sequence.

public abstract class TemporalAugmenterBase<T> : VideoAugmenterBase<T>, IAugmentation<T, ImageTensor<T>[]>

Type Parameters

T

The numeric type for calculations.

Inheritance

object

AugmentationBase<T, ImageTensor<T>[]>

VideoAugmenterBase<T>

TemporalAugmenterBase<T>

Implements

IAugmentation<T, ImageTensor<T>[]>

Derived

FrameDropout<T>

SpeedChange<T>

TemporalCrop<T>

TemporalFlip<T>

Inherited Members

VideoAugmenterBase<T>.FrameRate

VideoAugmenterBase<T>.GetDuration(ImageTensor<T>[])

VideoAugmenterBase<T>.GetFrameCount(ImageTensor<T>[])

VideoAugmenterBase<T>.ValidateFrameDimensions(ImageTensor<T>[])

VideoAugmenterBase<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()

Constructors

TemporalAugmenterBase(double, double)

Initializes a new temporal augmentation.

protected TemporalAugmenterBase(double probability = 1, double frameRate = 30)

Parameters

probability double

The probability of applying this augmentation.

frameRate double

The frame rate of the video.