ANN_MLP (OpenCV 3.4.2 Java documentation)

java.lang.Object
- org.opencv.core.Algorithm
- - org.opencv.ml.StatModel
  - - org.opencv.ml.ANN_MLP

Direct Known Subclasses:

ANN_MLP_ANNEAL
```
public class ANN_MLP
extends StatModel
```

Field Summary

Fields
Modifier and Type	Field and Description
`static int`	`ANNEAL`
`static int`	`BACKPROP`
`static int`	`GAUSSIAN`
`static int`	`IDENTITY`
`static int`	`LEAKYRELU`
`static int`	`NO_INPUT_SCALE`
`static int`	`NO_OUTPUT_SCALE`
`static int`	`RELU`
`static int`	`RPROP`
`static int`	`SIGMOID_SYM`
`static int`	`UPDATE_WEIGHTS`

Fields inherited from class org.opencv.ml.StatModel
COMPRESSED_INPUT, PREPROCESSED_INPUT, RAW_OUTPUT, UPDATE_MODEL

Fields inherited from class org.opencv.core.Algorithm
nativeObj

Constructor Summary

Constructors
Modifier Constructor and Description

protected ANN_MLP(long addr)

Constructors
Modifier	Constructor and Description
`protected`	`ANN_MLP(long addr)`

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`static ANN_MLP`	`__fromPtr__(long addr)`
`static ANN_MLP`	`create()`
`protected void`	`finalize()`
`double`	`getAnnealCoolingRatio()`
`double`	`getAnnealFinalT()`
`double`	`getAnnealInitialT()`
`int`	`getAnnealItePerStep()`
`double`	`getBackpropMomentumScale()`
`double`	`getBackpropWeightScale()`
`Mat`	`getLayerSizes()`
`double`	`getRpropDW0()`
`double`	`getRpropDWMax()`
`double`	`getRpropDWMin()`
`double`	`getRpropDWMinus()`
`double`	`getRpropDWPlus()`
`TermCriteria`	`getTermCriteria()`
`int`	`getTrainMethod()`
`Mat`	`getWeights(int layerIdx)`
`static ANN_MLP`	`load(java.lang.String filepath)`
`void`	`setActivationFunction(int type)`
`void`	`setActivationFunction(int type, double param1, double param2)`
`void`	`setAnnealCoolingRatio(double val)`
`void`	`setAnnealFinalT(double val)`
`void`	`setAnnealInitialT(double val)`
`void`	`setAnnealItePerStep(int val)`
`void`	`setBackpropMomentumScale(double val)`
`void`	`setBackpropWeightScale(double val)`
`void`	`setLayerSizes(Mat _layer_sizes)`
`void`	`setRpropDW0(double val)`
`void`	`setRpropDWMax(double val)`
`void`	`setRpropDWMin(double val)`
`void`	`setRpropDWMinus(double val)`
`void`	`setRpropDWPlus(double val)`
`void`	`setTermCriteria(TermCriteria val)`
`void`	`setTrainMethod(int method)`
`void`	`setTrainMethod(int method, double param1, double param2)`

Methods inherited from class org.opencv.ml.StatModel
calcError, empty, getVarCount, isClassifier, isTrained, predict, predict, train, train, train

Methods inherited from class org.opencv.core.Algorithm
clear, getDefaultName, getNativeObjAddr, save

Methods inherited from class java.lang.Object
clone, equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail
- BACKPROP
```
public static final int BACKPROP
```
  See Also:
  
  Constant Field Values
- RPROP
```
public static final int RPROP
```
  See Also:
  
  Constant Field Values
- ANNEAL
```
public static final int ANNEAL
```
  See Also:
  
  Constant Field Values
- IDENTITY
```
public static final int IDENTITY
```
  See Also:
  
  Constant Field Values
- SIGMOID_SYM
```
public static final int SIGMOID_SYM
```
  See Also:
  
  Constant Field Values
- GAUSSIAN
```
public static final int GAUSSIAN
```
  See Also:
  
  Constant Field Values
- RELU
```
public static final int RELU
```
  See Also:
  
  Constant Field Values
- LEAKYRELU
```
public static final int LEAKYRELU
```
  See Also:
  
  Constant Field Values
- UPDATE_WEIGHTS
```
public static final int UPDATE_WEIGHTS
```
  See Also:
  
  Constant Field Values
- NO_INPUT_SCALE
```
public static final int NO_INPUT_SCALE
```
  See Also:
  
  Constant Field Values
- NO_OUTPUT_SCALE
```
public static final int NO_OUTPUT_SCALE
```
  See Also:
  
  Constant Field Values

Constructor Detail
- ANN_MLP
```
protected ANN_MLP(long addr)
```

Method Detail

fromPtr

public static ANN_MLP __fromPtr__(long addr)

getLayerSizes
```
public Mat getLayerSizes()
```

getWeights
```
public Mat getWeights(int layerIdx)
```

create
```
public static ANN_MLP create()
```

load

public static ANN_MLP load(java.lang.String filepath)

getTermCriteria
```
public TermCriteria getTermCriteria()
```

getAnnealCoolingRatio
```
public double getAnnealCoolingRatio()
```

getAnnealFinalT
```
public double getAnnealFinalT()
```

getAnnealInitialT
```
public double getAnnealInitialT()
```

getBackpropMomentumScale

public double getBackpropMomentumScale()

getBackpropWeightScale

public double getBackpropWeightScale()

getRpropDW0
```
public double getRpropDW0()
```

getRpropDWMax
```
public double getRpropDWMax()
```

getRpropDWMin
```
public double getRpropDWMin()
```

getRpropDWMinus
```
public double getRpropDWMinus()
```

getRpropDWPlus
```
public double getRpropDWPlus()
```

getAnnealItePerStep
```
public int getAnnealItePerStep()
```

getTrainMethod
```
public int getTrainMethod()
```

setActivationFunction

public void setActivationFunction(int type,
                                  double param1,
                                  double param2)

setActivationFunction

public void setActivationFunction(int type)

setAnnealCoolingRatio

public void setAnnealCoolingRatio(double val)

setAnnealFinalT

public void setAnnealFinalT(double val)

setAnnealInitialT

public void setAnnealInitialT(double val)

setAnnealItePerStep

public void setAnnealItePerStep(int val)

setBackpropMomentumScale

public void setBackpropMomentumScale(double val)

setBackpropWeightScale

public void setBackpropWeightScale(double val)

setLayerSizes

public void setLayerSizes(Mat _layer_sizes)

setRpropDW0
```
public void setRpropDW0(double val)
```

setRpropDWMax

public void setRpropDWMax(double val)

setRpropDWMin

public void setRpropDWMin(double val)

setRpropDWMinus

public void setRpropDWMinus(double val)

setRpropDWPlus

public void setRpropDWPlus(double val)

setTermCriteria

public void setTermCriteria(TermCriteria val)

setTrainMethod

public void setTrainMethod(int method,
                           double param1,
                           double param2)

setTrainMethod

public void setTrainMethod(int method)

finalize

protected void finalize()
                 throws java.lang.Throwable

Overrides:: finalize in class StatModel
Throws:: java.lang.Throwable

Class ANN_MLP

Field Summary

Fields inherited from class org.opencv.ml.StatModel

Fields inherited from class org.opencv.core.Algorithm

Constructor Summary

Method Summary

Methods inherited from class org.opencv.ml.StatModel

Methods inherited from class org.opencv.core.Algorithm

Methods inherited from class java.lang.Object

Field Detail

BACKPROP

RPROP

ANNEAL

IDENTITY

SIGMOID_SYM

GAUSSIAN

RELU

LEAKYRELU

UPDATE_WEIGHTS

NO_INPUT_SCALE

NO_OUTPUT_SCALE

Constructor Detail

ANN_MLP

Method Detail

__fromPtr__

getLayerSizes

getWeights

create

load

getTermCriteria

getAnnealCoolingRatio

getAnnealFinalT

getAnnealInitialT

getBackpropMomentumScale

getBackpropWeightScale

getRpropDW0

getRpropDWMax

getRpropDWMin

getRpropDWMinus

getRpropDWPlus

getAnnealItePerStep

getTrainMethod

setActivationFunction

setActivationFunction

setAnnealCoolingRatio

setAnnealFinalT

setAnnealInitialT

setAnnealItePerStep

setBackpropMomentumScale

setBackpropWeightScale

setLayerSizes

setRpropDW0

setRpropDWMax

setRpropDWMin

setRpropDWMinus

setRpropDWPlus

setTermCriteria

setTrainMethod

setTrainMethod

finalize

fromPtr