C# Class Encog.Neural.NeuralData.Image.ImageNeuralDataSet

Store a collection of images for training with a neural network. This class collects and then downsamples images for use with a neural network. This is a memory based class, so large datasets can run out of memory.

Inheritance: Encog.Neural.Data.Basic.BasicNeuralDataSet

Exibir arquivo Open project: encog/encog-silverlight-core

Public Methods

Method	Description
Add ( INeuralData data ) : void	Add the specified data, must be an ImageNeuralData class.
Add ( INeuralData inputData, INeuralData idealData ) : void	Add the specified input and ideal object to the collection.
Add ( INeuralDataPair inputData ) : void	Add input and expected output. This is used for supervised training.
Downsample ( int height, int width ) : void	Downsample all images and generate training data.
ImageNeuralDataSet ( IDownSample downsampler, bool findBounds, double hi, double lo ) : System	Construct this class with the specified downsampler.

Method Details

Add() public method

Add the specified data, must be an ImageNeuralData class.

public Add ( INeuralData data ) : void
data	INeuralData	The data The object to add.
return	void

Add() public method

Add the specified input and ideal object to the collection.

public Add ( INeuralData inputData, INeuralData idealData ) : void
inputData	INeuralData	The image to train with.
idealData	INeuralData	The expected otuput form this image.
return	void

Add() public method

Add input and expected output. This is used for supervised training.

public Add ( INeuralDataPair inputData ) : void
inputData	INeuralDataPair	The input data to train on.
return	void

Downsample() public method

Downsample all images and generate training data.

public Downsample ( int height, int width ) : void
height	int	The height to downsample to.
width	int	The width to downsample to.
return	void

ImageNeuralDataSet() public method

Construct this class with the specified downsampler.

public ImageNeuralDataSet ( IDownSample downsampler, bool findBounds, double hi, double lo ) : System
downsampler	IDownSample	The downsampler to use.
findBounds	bool	Should the bounds be found and clipped.
hi	double	The high value to normalize to.
lo	double	The low value to normalize to.
return	System