BGRImgCropper

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

Instance Constructors

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

Value Members

final def !=(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final def ##(): Int

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

Definition Classes
Transformer
final def ==(arg0: Any): Boolean

Definition Classes
AnyRef → Any
def apply(prev: Iterator[LabeledBGRImage]): Iterator[LabeledBGRImage]

Definition Classes
BGRImgCropper → Transformer
def apply(dataset: RDD[LabeledBGRImage])(implicit evidence: ClassTag[LabeledBGRImage]): RDD[LabeledBGRImage]

Apply this transformer to rdd
Apply this transformer to rdd

Definition Classes
Transformer
final def asInstanceOf[T0]: T0

Definition Classes
Any
def clone(): AnyRef

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

Definition Classes
Transformer
final def eq(arg0: AnyRef): Boolean

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

Definition Classes
AnyRef → Any
def finalize(): Unit

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

Definition Classes
AnyRef → Any
def hashCode(): Int

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

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

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toString(): String

Definition Classes
AnyRef → Any
final def wait(): Unit

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

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

Definition Classes
AnyRef
Annotations
@throws( ... )

Related Docs: object BGRImgCropper | package image

class BGRImgCropper extends Transformer[LabeledBGRImage, LabeledBGRImage]

Instance Constructors

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

Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

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

final def ==(arg0: Any): Boolean

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

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

final def asInstanceOf[T0]: T0

def clone(): AnyRef

def cloneTransformer(): Transformer[LabeledBGRImage, LabeledBGRImage]

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def finalize(): Unit

final def getClass(): Class[_]

def hashCode(): Int

final def isInstanceOf[T0]: Boolean

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

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

def toString(): String

final def wait(): Unit

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

final def wait(arg0: Long): Unit

Inherited from Transformer[LabeledBGRImage, LabeledBGRImage]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped