deepnetts.net.layers

Class Filter

java.lang.Object

deepnetts.net.layers.Filter

public class Filter
extends Object

Settings of a convolutional filter which is used to learn to detect pixel patterns. Used in ConvolutionalLayer. size width height stride padding groups

See Also:

ConvolutionalLayer, ConvolutionalNetwork

Constructor Summary

Constructors

Constructor and Description
Filter(int size)
Filter(int width, int height)

Method Summary

Modifier and Type	Method and Description
int	getGroups()
int	getHeight()
int	getPadding()
int	getStride()
int	getWidth()
Filter	groups(int groups)
static Filter	ofSize(int size) Factory method that creates filter settings with specified size (using same size for filter width and height).
static Filter	ofSize(int width, int height) Factory method that creates a filter settings with specified width and height
Filter	padding(int padding)
Filter	stride(int stride)

Methods inherited from class java.lang.Object

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

Constructor Detail

Filter

public Filter(int size)

Filter

public Filter(int width,
              int height)

Method Detail

getWidth

public int getWidth()

getHeight

public int getHeight()

getStride

public int getStride()

getPadding

public int getPadding()

getGroups

public int getGroups()

stride

public Filter stride(int stride)

padding

public Filter padding(int padding)

groups

public Filter groups(int groups)

ofSize

public static Filter ofSize(int size)

Factory method that creates filter settings with specified size (using same size for filter width and height).

Parameters:

size - size of the filter (same width and height)

Returns:

filter with specified size

ofSize

public static Filter ofSize(int width,
                            int height)

Factory method that creates a filter settings with specified width and height

Parameters:

width - width of the filter (number of filter columns)

height - height of the filter (number of filter rows)

Returns:

filter with specified size