org.deeplearning4j.nn.conf.layers.convolutional

Class Cropping3D.Builder

java.lang.Object

org.deeplearning4j.nn.conf.layers.Layer.Builder<Cropping3D.Builder>

org.deeplearning4j.nn.conf.layers.convolutional.Cropping3D.Builder

Enclosing class:

Cropping3D

public static class Cropping3D.Builder
extends Layer.Builder<Cropping3D.Builder>

Field Summary

Fields inherited from class org.deeplearning4j.nn.conf.layers.Layer.Builder

allParamConstraints, biasConstraints, iDropout, layerName, weightConstraints

Constructor Summary

Constructors

Constructor and Description
Builder()
Builder(@NonNull int[] cropping)
Builder(int cropDepth, int cropHeight, int cropWidth)
Builder(int cropLeftD, int cropRightD, int cropLeftH, int cropRightH, int cropLeftW, int cropRightW)

Method Summary

Modifier and Type	Method and Description
Cropping3D	build()
void	setCropping(int... cropping)

Methods inherited from class org.deeplearning4j.nn.conf.layers.Layer.Builder

constrainAllParameters, constrainBias, constrainWeights, dropOut, dropOut, name

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

Builder

public Builder()

Builder

public Builder(@NonNull
               @NonNull int[] cropping)

Parameters:

cropping - Cropping amount, must be length 3 or 6 array, i.e. either crop depth, crop height, crop width or crop left depth, crop right depth, crop left height, crop right height, crop left width, crop right width

Builder

public Builder(int cropDepth,
               int cropHeight,
               int cropWidth)

Parameters:

cropDepth - Amount of cropping to apply to both depth boundaries of the input activations

cropHeight - Amount of cropping to apply to both height boundaries of the input activations

cropWidth - Amount of cropping to apply to both width boundaries of the input activations

Builder

public Builder(int cropLeftD,
               int cropRightD,
               int cropLeftH,
               int cropRightH,
               int cropLeftW,
               int cropRightW)

Parameters:

cropLeftD - Amount of cropping to apply to the left of the depth dimension

cropRightD - Amount of cropping to apply to the right of the depth dimension

cropLeftH - Amount of cropping to apply to the left of the height dimension

cropRightH - Amount of cropping to apply to the right of the height dimension

cropLeftW - Amount of cropping to apply to the left of the width dimension

cropRightW - Amount of cropping to apply to the right of the width dimension

Method Detail

setCropping

public void setCropping(int... cropping)

Parameters:

cropping - Cropping amount, must be length 1, 3, or 6 array, i.e. either all values, crop depth, crop height, crop width or crop left depth, crop right depth, crop left height, crop right height, crop left width, crop right width

build

public Cropping3D build()

Specified by:

build in class Layer.Builder<Cropping3D.Builder>