com.intel.analytics.bigdl.dataset.image

BGRImgCropper

class BGRImgCropper extends Transformer[LabeledBGRImage, LabeledBGRImage]

Crop a cropWidth x cropHeight patch from an image. The patch size should be less than the image size. There're two cropping methods: at random and from the center. The former is preferred for simple data augmentation during training while the later applies to validation or testing

Linear Supertypes
Transformer[LabeledBGRImage, LabeledBGRImage], Serializable, Serializable, AnyRef, Any
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  1. BGRImgCropper
  2. Transformer
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Instance Constructors

  1. new BGRImgCropper(cropWidth: Int, cropHeight: Int, cropperMethod: CropperMethod = CropRandom)

    cropWidth
    cropHeight
    cropperMethod

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[LabeledBGRImage, C]): Transformer[LabeledBGRImage, C]

    Definition Classes
    Transformer

  5. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

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

    Definition Classes
    BGRImgCropper → Transformer

  8. def apply(dataset: RDD[LabeledBGRImage])(implicit evidence: ClassTag[LabeledBGRImage]): RDD[LabeledBGRImage]

    Apply this transformer to rdd

    Apply this transformer to rdd

    dataset

    Definition Classes
    Transformer

  9. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  10. def clone(): AnyRef

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

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

    Definition Classes
    Transformer

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

    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  14. def finalize(): Unit

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

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

    Definition Classes
    AnyRef → Any

  16. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  17. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  19. final def notify(): Unit

    Definition Classes
    AnyRef

  20. final def notifyAll(): Unit

    Definition Classes
    AnyRef

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

    Definition Classes
    AnyRef

  22. def toString(): String

    Definition Classes
    AnyRef → Any

  23. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
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    @throws( ... )

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

    Definition Classes
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    @throws( ... )

Inherited from Transformer[LabeledBGRImage, LabeledBGRImage]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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