Class SpatialImageAugmenterBase<T>

Namespace: AiDotNet.Augmentation.Image

Assembly: AiDotNet.dll

Base class for image augmentations that transform spatial targets.

public abstract class SpatialImageAugmenterBase<T> : SpatialAugmentationBase<T, ImageTensor<T>>, ISpatialAugmentation<T, ImageTensor<T>>, IAugmentation<T, ImageTensor<T>>

Type Parameters

T: The numeric type for calculations.

Inheritance: object

AugmentationBase<T, ImageTensor<T>>

SpatialAugmentationBase<T, ImageTensor<T>>

SpatialImageAugmenterBase<T>

Implements: ISpatialAugmentation<T, ImageTensor<T>>

IAugmentation<T, ImageTensor<T>>

Inherited Members: SpatialAugmentationBase<T, ImageTensor<T>>.SupportsBoundingBoxes

SpatialAugmentationBase<T, ImageTensor<T>>.SupportsKeypoints

SpatialAugmentationBase<T, ImageTensor<T>>.SupportsMasks

SpatialAugmentationBase<T, ImageTensor<T>>.ApplyWithTargets(AugmentedSample<T, ImageTensor<T>>, AugmentationContext<T>)

SpatialAugmentationBase<T, ImageTensor<T>>.ApplyWithTransformParams(ImageTensor<T>, AugmentationContext<T>)

SpatialAugmentationBase<T, ImageTensor<T>>.TransformBoundingBox(BoundingBox<T>, IDictionary<string, object>, AugmentationContext<T>)

SpatialAugmentationBase<T, ImageTensor<T>>.TransformKeypoint(Keypoint<T>, IDictionary<string, object>, AugmentationContext<T>)

SpatialAugmentationBase<T, ImageTensor<T>>.TransformMask(SegmentationMask<T>, IDictionary<string, object>, AugmentationContext<T>)

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

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 that need to also transform bounding boxes, keypoints, or segmentation masks along with the image.

Constructors

SpatialImageAugmenterBase(double)

Initializes a new spatial image augmentation.

protected SpatialImageAugmenterBase(double probability = 1)

Parameters