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ITK
4.13.0
Insight Segmentation and Registration Toolkit
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#include <itkNeuralNetworkFileWriter.h>
Writer for Neural Network.
This class will enable a user to save a trained neural network to a text file. The user can also change the network topology by editing the network configuration file.
This class was contributed to the Insight Journal by Raghu Venkatram The original paper can be found at https://hdl.handle.net/1926/203
Definition at line 55 of file itkNeuralNetworkFileWriter.h.
Public Types | |
typedef SmartPointer< const Self > | ConstPointer |
typedef LayerBaseType::ConstPointer | LayerBaseConstPointer |
typedef LayerBaseType::Pointer | LayerBasePointer |
typedef Statistics::LayerBase < MeasurementVectorType, TargetVectorType > | LayerBaseType |
typedef TNetwork::MeasurementVectorType | MeasurementVectorType |
enum | NetworkWriteWeightsType { IGNORE = 0, ASCII = 1, BINARY = 2 } |
typedef SmartPointer< Self > | Pointer |
typedef NeuralNetworkFileWriter | Self |
typedef Object | Superclass |
typedef TNetwork::TargetVectorType | TargetVectorType |
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typedef SmartPointer< const Self > | ConstPointer |
typedef SmartPointer< Self > | Pointer |
typedef Object | Self |
typedef LightObject | Superclass |
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typedef SmartPointer< const Self > | ConstPointer |
typedef SmartPointer< Self > | Pointer |
typedef LightObject | Self |
Public Member Functions | |
virtual ::itk::LightObject::Pointer | CreateAnother () const |
virtual const char * | GetFileName () const |
const TNetwork * | GetInput () const |
virtual const char * | GetNameOfClass () const |
virtual NetworkWriteWeightsType | GetWriteWeightValuesType () const |
virtual void | SetFileName (const char *_arg) |
virtual void | SetWriteWeightValuesType (const NetworkWriteWeightsType _arg) |
void | Update () |
void | SetInput (TNetwork *network) |
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unsigned long | AddObserver (const EventObject &event, Command *) |
unsigned long | AddObserver (const EventObject &event, Command *) const |
virtual void | DebugOff () const |
virtual void | DebugOn () const |
Command * | GetCommand (unsigned long tag) |
bool | GetDebug () const |
MetaDataDictionary & | GetMetaDataDictionary () |
const MetaDataDictionary & | GetMetaDataDictionary () const |
virtual ModifiedTimeType | GetMTime () const |
virtual const TimeStamp & | GetTimeStamp () const |
bool | HasObserver (const EventObject &event) const |
void | InvokeEvent (const EventObject &) |
void | InvokeEvent (const EventObject &) const |
virtual void | Modified () const |
virtual void | Register () const override |
void | RemoveAllObservers () |
void | RemoveObserver (unsigned long tag) |
void | SetDebug (bool debugFlag) const |
void | SetMetaDataDictionary (const MetaDataDictionary &rhs) |
virtual void | SetReferenceCount (int) override |
virtual void | UnRegister () const noexceptoverride |
virtual void | SetObjectName (std::string _arg) |
virtual const std::string & | GetObjectName () const |
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virtual void | Delete () |
virtual int | GetReferenceCount () const |
itkCloneMacro (Self) | |
void | Print (std::ostream &os, Indent indent=0) const |
Static Public Member Functions | |
static Pointer | New () |
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static bool | GetGlobalWarningDisplay () |
static void | GlobalWarningDisplayOff () |
static void | GlobalWarningDisplayOn () |
static Pointer | New () |
static void | SetGlobalWarningDisplay (bool flag) |
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static void | BreakOnError () |
static Pointer | New () |
Protected Member Functions | |
NeuralNetworkFileWriter () | |
virtual void | PrintSelf (std::ostream &os, Indent indent) const override |
~NeuralNetworkFileWriter () | |
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Object () | |
bool | PrintObservers (std::ostream &os, Indent indent) const |
virtual void | SetTimeStamp (const TimeStamp &time) |
virtual | ~Object () override |
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virtual LightObject::Pointer | InternalClone () const |
LightObject () | |
virtual void | PrintHeader (std::ostream &os, Indent indent) const |
virtual void | PrintTrailer (std::ostream &os, Indent indent) const |
virtual | ~LightObject () |
Private Types | |
typedef std::vector < MET_FieldRecordType * > | FieldsContainerType |
Private Member Functions | |
void | ClearFields () |
Private Attributes | |
FieldsContainerType | m_Fields |
std::string | m_FileName |
TNetwork::Pointer | m_Network |
std::ofstream | m_OutputFile |
NetworkWriteWeightsType | m_WriteWeightValuesType |
Additional Inherited Members | |
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AtomicInt< int > | m_ReferenceCount |
typedef SmartPointer< const Self > itk::NeuralNetworkFileWriter< TNetwork >::ConstPointer |
Definition at line 63 of file itkNeuralNetworkFileWriter.h.
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Definition at line 136 of file itkNeuralNetworkFileWriter.h.
typedef LayerBaseType::ConstPointer itk::NeuralNetworkFileWriter< TNetwork >::LayerBaseConstPointer |
Definition at line 76 of file itkNeuralNetworkFileWriter.h.
typedef LayerBaseType::Pointer itk::NeuralNetworkFileWriter< TNetwork >::LayerBasePointer |
Definition at line 75 of file itkNeuralNetworkFileWriter.h.
typedef Statistics::LayerBase< MeasurementVectorType, TargetVectorType > itk::NeuralNetworkFileWriter< TNetwork >::LayerBaseType |
Definition at line 74 of file itkNeuralNetworkFileWriter.h.
typedef TNetwork::MeasurementVectorType itk::NeuralNetworkFileWriter< TNetwork >::MeasurementVectorType |
Definition at line 69 of file itkNeuralNetworkFileWriter.h.
typedef SmartPointer< Self > itk::NeuralNetworkFileWriter< TNetwork >::Pointer |
Definition at line 62 of file itkNeuralNetworkFileWriter.h.
typedef NeuralNetworkFileWriter itk::NeuralNetworkFileWriter< TNetwork >::Self |
SmartPointer typedef support
Definition at line 60 of file itkNeuralNetworkFileWriter.h.
typedef Object itk::NeuralNetworkFileWriter< TNetwork >::Superclass |
Definition at line 61 of file itkNeuralNetworkFileWriter.h.
typedef TNetwork::TargetVectorType itk::NeuralNetworkFileWriter< TNetwork >::TargetVectorType |
Definition at line 72 of file itkNeuralNetworkFileWriter.h.
enum itk::NeuralNetworkFileWriter::NetworkWriteWeightsType |
Enumerator | |
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IGNORE | |
ASCII | |
BINARY |
Definition at line 124 of file itkNeuralNetworkFileWriter.h.
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protected |
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Create an object from an instance, potentially deferring to a factory. This method allows you to create an instance of an object that is exactly the same type as the referring object. This is useful in cases where an object has been cast back to a base class.
Reimplemented from itk::Object.
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Get the filename
const TNetwork* itk::NeuralNetworkFileWriter< TNetwork >::GetInput | ( | ) | const |
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Run-time type information (and related methods).
Reimplemented from itk::Object.
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Method for creation through the object factory
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Methods invoked by Print() to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes.
Reimplemented from itk::Object.
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Set the filename
void itk::NeuralNetworkFileWriter< TNetwork >::SetInput | ( | TNetwork * | network | ) |
Set/Get the input transform to write
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void itk::NeuralNetworkFileWriter< TNetwork >::Update | ( | ) |
Read NeuralNetwork
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Definition at line 145 of file itkNeuralNetworkFileWriter.h.
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Definition at line 144 of file itkNeuralNetworkFileWriter.h.
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Definition at line 140 of file itkNeuralNetworkFileWriter.h.
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Definition at line 147 of file itkNeuralNetworkFileWriter.h.
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Definition at line 142 of file itkNeuralNetworkFileWriter.h.