Class/Object

com.intel.analytics.bigdl.dataset.image

Lighting

Related Docs: object Lighting | package image

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class Lighting extends Transformer[LabeledBGRImage, LabeledBGRImage]

Lighting noise for data augmentation

Krizhevsky et al. proposed fancy PCA when training the famous Alex-Net in 2012 Fancy PCA alters the intensities of the RGB channels in training images For each training image, add the corresponding quantity to each RGB image pixel

Linear Supertypes
Transformer[LabeledBGRImage, LabeledBGRImage], Serializable, Serializable, AnyRef, Any
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  1. Lighting
  2. Transformer
  3. Serializable
  4. Serializable
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Instance Constructors

  1. new Lighting()

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Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. def ->[C](other: Transformer[LabeledBGRImage, C]): Transformer[LabeledBGRImage, C]

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    Definition Classes
    Transformer

  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  5. val alphastd: Float

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  6. def apply(prev: Iterator[LabeledBGRImage]): Iterator[LabeledBGRImage]

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    Definition Classes
    Lighting → Transformer

  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  8. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  9. def cloneTransformer(): Transformer[LabeledBGRImage, LabeledBGRImage]

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    Definition Classes
    Transformer

  10. val eigval: Tensor[Float]

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  11. val eigvec: Tensor[Float]

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  12. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  14. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  15. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  16. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  17. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  18. def lighting(input: Array[Float]): Unit

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  19. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  20. final def notify(): Unit

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    Definition Classes
    AnyRef

  21. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  22. final def synchronized[T0](arg0: ⇒ T0): T0

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    AnyRef

  23. def toString(): String

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    AnyRef → Any

  24. final def wait(): Unit

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    AnyRef
    Annotations
    @throws( ... )

  25. final def wait(arg0: Long, arg1: Int): Unit

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    Annotations
    @throws( ... )

  26. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Transformer[LabeledBGRImage, LabeledBGRImage]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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