org.bytedeco.javacpp

Class opencv_ml.CvANN_MLP

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.opencv_ml.CvStatModel

org.bytedeco.javacpp.opencv_ml.CvANN_MLP

Enclosing class:

opencv_ml

public static class opencv_ml.CvANN_MLP
extends opencv_ml.CvStatModel

Nested Class Summary

Nested classes/interfaces inherited from class org.bytedeco.javacpp.Pointer

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator

Field Summary

Fields

Modifier and Type	Field and Description
static int	GAUSSIAN enum CvANN_MLP::
static int	IDENTITY enum CvANN_MLP::
static int	NO_INPUT_SCALE enum CvANN_MLP::
static int	NO_OUTPUT_SCALE enum CvANN_MLP::
static int	SIGMOID_SYM enum CvANN_MLP::
static int	UPDATE_WEIGHTS enum CvANN_MLP::

Fields inherited from class org.bytedeco.javacpp.Pointer

address, capacity, limit, position

Constructor Summary

Constructors

Constructor and Description
CvANN_MLP()
CvANN_MLP(int size)
CvANN_MLP(opencv_core.CvMat layerSizes)
CvANN_MLP(opencv_core.CvMat layerSizes, int activateFunc, double fparam1, double fparam2)
CvANN_MLP(opencv_core.Mat layerSizes)
CvANN_MLP(opencv_core.Mat layerSizes, int activateFunc, double fparam1, double fparam2)
CvANN_MLP(Pointer p)

Method Summary

Modifier and Type	Method and Description
void	calc_activ_func_deriv(opencv_core.CvMat xf, opencv_core.CvMat deriv, double[] bias)
void	calc_activ_func_deriv(opencv_core.CvMat xf, opencv_core.CvMat deriv, DoubleBuffer bias)
void	calc_activ_func_deriv(opencv_core.CvMat xf, opencv_core.CvMat deriv, DoublePointer bias)
void	clear()
void	create(opencv_core.CvMat layerSizes)
void	create(opencv_core.CvMat layerSizes, int activateFunc, double fparam1, double fparam2)
void	create(opencv_core.Mat layerSizes)
void	create(opencv_core.Mat layerSizes, int activateFunc, double fparam1, double fparam2)
int	get_layer_count()
opencv_core.CvMat	get_layer_sizes()
DoublePointer	get_weights(int layer)
opencv_ml.CvANN_MLP	position(int position)
float	predict(opencv_core.CvMat inputs, opencv_core.CvMat outputs)
float	predict(opencv_core.Mat inputs, opencv_core.Mat outputs)
void	read(opencv_core.CvFileStorage fs, opencv_core.CvFileNode node)
int	train(opencv_core.CvMat inputs, opencv_core.CvMat outputs, opencv_core.CvMat sampleWeights)
int	train(opencv_core.CvMat inputs, opencv_core.CvMat outputs, opencv_core.CvMat sampleWeights, opencv_core.CvMat sampleIdx, opencv_ml.CvANN_MLP_TrainParams params, int flags)
int	train(opencv_core.Mat inputs, opencv_core.Mat outputs, opencv_core.Mat sampleWeights)
int	train(opencv_core.Mat inputs, opencv_core.Mat outputs, opencv_core.Mat sampleWeights, opencv_core.Mat sampleIdx, opencv_ml.CvANN_MLP_TrainParams params, int flags)
void	write(opencv_core.CvFileStorage storage, BytePointer name)
void	write(opencv_core.CvFileStorage storage, String name)

Methods inherited from class org.bytedeco.javacpp.opencv_ml.CvStatModel

load, load, load, load, save, save, save, save

Methods inherited from class org.bytedeco.javacpp.Pointer

address, asBuffer, asByteBuffer, capacity, capacity, deallocate, deallocate, deallocateReferences, deallocator, deallocator, equals, fill, hashCode, isNull, limit, limit, memchr, memcmp, memcpy, memmove, memset, offsetof, position, put, setNull, sizeof, toString, withDeallocator, zero

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Field Detail

IDENTITY

public static final int IDENTITY

enum CvANN_MLP::

See Also:

Constant Field Values

SIGMOID_SYM

public static final int SIGMOID_SYM

enum CvANN_MLP::

See Also:

Constant Field Values

GAUSSIAN

public static final int GAUSSIAN

enum CvANN_MLP::

See Also:

Constant Field Values

UPDATE_WEIGHTS

public static final int UPDATE_WEIGHTS

enum CvANN_MLP::

See Also:

Constant Field Values

NO_INPUT_SCALE

public static final int NO_INPUT_SCALE

enum CvANN_MLP::

See Also:

Constant Field Values

NO_OUTPUT_SCALE

public static final int NO_OUTPUT_SCALE

enum CvANN_MLP::

See Also:

Constant Field Values

Constructor Detail

CvANN_MLP

public CvANN_MLP(Pointer p)

CvANN_MLP

public CvANN_MLP(int size)

CvANN_MLP

public CvANN_MLP()

CvANN_MLP

public CvANN_MLP(opencv_core.CvMat layerSizes,
                 int activateFunc,
                 double fparam1,
                 double fparam2)

CvANN_MLP

public CvANN_MLP(opencv_core.CvMat layerSizes)

CvANN_MLP

public CvANN_MLP(opencv_core.Mat layerSizes,
                 int activateFunc,
                 double fparam1,
                 double fparam2)

CvANN_MLP

public CvANN_MLP(opencv_core.Mat layerSizes)

Method Detail

position

public opencv_ml.CvANN_MLP position(int position)

Overrides:

position in class opencv_ml.CvStatModel

create

public void create(opencv_core.CvMat layerSizes,
                   int activateFunc,
                   double fparam1,
                   double fparam2)

create

public void create(opencv_core.CvMat layerSizes)

train

public int train(opencv_core.CvMat inputs,
                 opencv_core.CvMat outputs,
                 opencv_core.CvMat sampleWeights,
                 opencv_core.CvMat sampleIdx,
                 opencv_ml.CvANN_MLP_TrainParams params,
                 int flags)

train

public int train(opencv_core.CvMat inputs,
                 opencv_core.CvMat outputs,
                 opencv_core.CvMat sampleWeights)

predict

public float predict(opencv_core.CvMat inputs,
                     opencv_core.CvMat outputs)

create

public void create(opencv_core.Mat layerSizes,
                   int activateFunc,
                   double fparam1,
                   double fparam2)

create

public void create(opencv_core.Mat layerSizes)

train

public int train(opencv_core.Mat inputs,
                 opencv_core.Mat outputs,
                 opencv_core.Mat sampleWeights,
                 opencv_core.Mat sampleIdx,
                 opencv_ml.CvANN_MLP_TrainParams params,
                 int flags)

train

public int train(opencv_core.Mat inputs,
                 opencv_core.Mat outputs,
                 opencv_core.Mat sampleWeights)

predict

public float predict(opencv_core.Mat inputs,
                     opencv_core.Mat outputs)

clear

public void clear()

Overrides:

clear in class opencv_ml.CvStatModel

read

public void read(opencv_core.CvFileStorage fs,
                 opencv_core.CvFileNode node)

Overrides:

read in class opencv_ml.CvStatModel

write

public void write(opencv_core.CvFileStorage storage,
                  BytePointer name)

Overrides:

write in class opencv_ml.CvStatModel

write

public void write(opencv_core.CvFileStorage storage,
                  String name)

Overrides:

write in class opencv_ml.CvStatModel

get_layer_count

public int get_layer_count()

get_layer_sizes

public opencv_core.CvMat get_layer_sizes()

get_weights

public DoublePointer get_weights(int layer)

calc_activ_func_deriv

public void calc_activ_func_deriv(opencv_core.CvMat xf,
                                  opencv_core.CvMat deriv,
                                  DoublePointer bias)

calc_activ_func_deriv

public void calc_activ_func_deriv(opencv_core.CvMat xf,
                                  opencv_core.CvMat deriv,
                                  DoubleBuffer bias)

calc_activ_func_deriv

public void calc_activ_func_deriv(opencv_core.CvMat xf,
                                  opencv_core.CvMat deriv,
                                  double[] bias)