org.encog.platformspecific.j2se.data.image
Class ImageMLData
java.lang.Object
org.encog.ml.data.basic.BasicMLData
org.encog.platformspecific.j2se.data.image.ImageMLData
- All Implemented Interfaces:
- Serializable, Cloneable, MLData, CentroidFactory<MLData>
public class ImageMLData
- extends BasicMLData
An extension of the BasicNeuralData class that is designed to hold images for
input into a neural network. This class should only be used with the
ImageNeuralDataSet collection.
This class provides the ability to associate images with the elements of a
dataset. These images will be downsampled to the resolution specified in the
ImageNeuralData set class that they are added to.
- Author:
- jheaton
- See Also:
- Serialized Form
Constructor Summary |
ImageMLData(Image theImage)
Construct an object based on an image. |
Method Summary |
void |
downsample(Downsample downsampler,
boolean findBounds,
int height,
int width,
double hi,
double lo)
Downsample, and copy, the image contents into the data of this object. |
Image |
getImage()
|
void |
setImage(Image theImage)
|
Methods inherited from class org.encog.ml.data.basic.BasicMLData |
add, clear, clone, createCentroid, getData, getData, minus, plus, setData, setData, size, times, toString |
ImageMLData
public ImageMLData(Image theImage)
- Construct an object based on an image.
- Parameters:
theImage
- The image to use.
downsample
public final void downsample(Downsample downsampler,
boolean findBounds,
int height,
int width,
double hi,
double lo)
- Downsample, and copy, the image contents into the data of this object.
Calling this method has no effect on the image, as the same image can be
downsampled multiple times to different resolutions.
- Parameters:
downsampler
- The downsampler object to use.findBounds
- Should the bounds be located and cropped.height
- The height to downsample to.width
- The width to downsample to.hi
- The high value to normalize to.lo
- The low value to normalize to.
getImage
public final Image getImage()
- Returns:
- the image
setImage
public final void setImage(Image theImage)
- Parameters:
theImage
- the image to set
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