MLP model
Inheritance Hierarchy
OpenCvSharpDisposableObject
OpenCvSharpDisposableCvObject
OpenCvSharp.CPlusPlusCvStatModel
OpenCvSharp.CPlusPlusCvANN_MLP
Namespace: OpenCvSharp.CPlusPlus
Assembly: OpenCvSharp.CPlusPlus (in OpenCvSharp.CPlusPlus.dll) Version: 1.0.0.0 (1.0.0.0)
Syntax
The CvANN_MLP type exposes the following members.
Constructors
Name | Description | |
---|---|---|
![]() | CvANN_MLP |
Default constructor
|
![]() | CvANN_MLP(CvMat, MLPActivationFunc, Double, Double) |
Training constructor
|
![]() | CvANN_MLP(Mat, MLPActivationFunc, Double, Double) |
Training constructor
|
Properties
Name | Description | |
---|---|---|
![]() | AllocatedMemory |
Gets or sets a memory address allocated by AllocMemory.
(Inherited from DisposableObject.) |
![]() | AllocatedMemorySize |
Gets or sets the byte length of the allocated memory
(Inherited from DisposableObject.) |
![]() | CvPtr |
Native pointer of OpenCV structure
(Inherited from DisposableCvObject.) |
![]() | IsDisposed |
Gets a value indicating whether this instance has been disposed.
(Inherited from DisposableObject.) |
![]() | IsEnabledDispose |
Gets or sets a value indicating whether you permit disposing this instance.
(Inherited from DisposableObject.) |
Methods
Name | Description | |
---|---|---|
![]() | AllocGCHandle |
Pins the object to be allocated by cvSetData.
(Inherited from DisposableObject.) |
![]() | AllocMemory |
Allocates the specified size of memory.
(Inherited from DisposableObject.) |
![]() | Clear |
Deallocates memory and resets the model state
(Overrides CvStatModelClear.) |
![]() | Create(CvMat, MLPActivationFunc, Double, Double) |
Constructs the MLP with the specified topology
|
![]() | Create(Mat, MLPActivationFunc, Double, Double) |
Constructs the MLP with the specified topology
|
![]() | Dispose |
Releases the resources
(Inherited from DisposableObject.) |
![]() | Dispose(Boolean) |
Clean up any resources being used.
(Overrides CvStatModelDispose(Boolean).) |
![]() | Equals | (Inherited from Object.) |
![]() | Finalize |
Destructor
(Inherited from DisposableObject.) |
![]() | GetHashCode | (Inherited from Object.) |
![]() | GetLayerCount | |
![]() | GetLayerSizes | |
![]() | GetType | (Inherited from Object.) |
![]() | Load(String) |
Loads the model from file
(Inherited from CvStatModel.) |
![]() | Load(String, String) |
Loads the model from file
(Inherited from CvStatModel.) |
![]() | MemberwiseClone | (Inherited from Object.) |
![]() | NotifyMemoryPressure |
Notifies the allocated size of memory.
(Inherited from DisposableObject.) |
![]() | Predict(CvMat, CvMat) |
Predicts response for the input sample
|
![]() | Predict(Mat, Mat) |
Predicts response for the input sample
|
![]() | Read |
Reads the model from file storage
(Overrides CvStatModelRead(CvFileStorage, CvFileNode).) |
![]() | Save(String) |
Saves the model to file
(Inherited from CvStatModel.) |
![]() | Save(String, String) |
Saves the model to file
(Inherited from CvStatModel.) |
![]() | ThrowIfDisposed |
If this object is disposed, then ObjectDisposedException is thrown.
(Inherited from DisposableObject.) |
![]() | ToString | (Inherited from Object.) |
![]() | Train(CvMat, CvMat, CvMat, CvMat, CvANN_MLP_TrainParams, MLPTrainingFlag) |
Trains/updates MLP
|
![]() | Train(Mat, Mat, Mat, Mat, CvANN_MLP_TrainParams, MLPTrainingFlag) |
Trains/updates MLP
|
![]() | Write |
Writes the model to file storage
(Overrides CvStatModelWrite(CvFileStorage, String).) |
Fields
Name | Description | |
---|---|---|
![]() | dataHandle |
Gets or sets a handle which allocates using cvSetData.
(Inherited from DisposableObject.) |
![]() ![]() | GAUSSIAN | |
![]() ![]() | IDENTITY | |
![]() ![]() | NO_INPUT_SCALE | |
![]() ![]() | NO_OUTPUT_SCALE | |
![]() | ptr |
Data pointer
(Inherited from DisposableCvObject.) |
![]() ![]() | SIGMOID_SYM | |
![]() ![]() | UPDATE_WEIGHTS |
See Also