com.intel.analytics.bigdl.transform.vision.image.augmentation

RandomCropper

class RandomCropper extends FeatureTransformer

Random cropper on uniform distribution with fixed height & width

Linear Supertypes
FeatureTransformer, Transformer[ImageFeature, ImageFeature], Serializable, Serializable, AnyRef, Any
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Inherited
  1. RandomCropper
  2. FeatureTransformer
  3. Transformer
  4. Serializable
  5. Serializable
  6. AnyRef
  7. Any
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  1. Public
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Instance Constructors

  1. new RandomCropper(cropWidth: Int, cropHeight: Int, mirror: Boolean, cropperMethod: CropperMethod = ..., channels: Int = 3)

    cropWidth

    width cropped to

    cropHeight

    height cropped to

    mirror

    whether mirror

    cropperMethod

    crop method

Value Members

  1. final def !=(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  2. final def !=(arg0: Any): Boolean

    Definition Classes
    Any
  3. final def ##(): Int

    Definition Classes
    AnyRef → Any
  4. def ->[C](other: Transformer[ImageFeature, C]): Transformer[ImageFeature, C]

    Definition Classes
    FeatureTransformerTransformer
  5. def ->(other: FeatureTransformer): FeatureTransformer

    Definition Classes
    FeatureTransformer
  6. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  7. final def ==(arg0: Any): Boolean

    Definition Classes
    Any
  8. def apply(imageFrame: ImageFrame): ImageFrame

    Definition Classes
    FeatureTransformer
  9. def apply(prev: Iterator[ImageFeature]): Iterator[ImageFeature]

    Definition Classes
    FeatureTransformerTransformer
  10. def apply(dataset: RDD[ImageFeature])(implicit evidence: ClassTag[ImageFeature]): RDD[ImageFeature]

    Apply this transformer to rdd

    Apply this transformer to rdd

    dataset

    Definition Classes
    Transformer
  11. final def asInstanceOf[T0]: T0

    Definition Classes
    Any
  12. val buffer: Array[Float]

  13. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  14. def cloneTransformer(): Transformer[ImageFeature, ImageFeature]

    Definition Classes
    Transformer
  15. def enableIgnoreException(): RandomCropper.this.type

    catch the exception of the transformer to avoid crashing.

    catch the exception of the transformer to avoid crashing.

    Definition Classes
    FeatureTransformer
  16. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  17. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any
  18. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  19. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any
  20. def hashCode(): Int

    Definition Classes
    AnyRef → Any
  21. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any
  22. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  23. final def notify(): Unit

    Definition Classes
    AnyRef
  24. final def notifyAll(): Unit

    Definition Classes
    AnyRef
  25. def setOutKey(key: String): RandomCropper.this.type

    set the output key to store current transformed result if the key is not set, or same as default, then the transformed result will be overwritted by the following transformer

    set the output key to store current transformed result if the key is not set, or same as default, then the transformed result will be overwritted by the following transformer

    key

    output key

    Definition Classes
    FeatureTransformer
  26. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef
  27. def toString(): String

    Definition Classes
    AnyRef → Any
  28. def transform(feature: ImageFeature): ImageFeature

    transform feature

    transform feature

    feature

    ImageFeature

    returns

    ImageFeature

    Definition Classes
    FeatureTransformer
  29. def transformMat(feature: ImageFeature): Unit

    transform mat

    transform mat

    Attributes
    protected
    Definition Classes
    RandomCropperFeatureTransformer
  30. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  31. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  32. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from FeatureTransformer

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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