OpenCV for Unity 2.6.4
Enox Software / Please refer to OpenCV official document ( http://docs.opencv.org/4.10.0/index.html ) for the details of the argument of the method.
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OpenCVForUnity.DnnModule.Model Class Reference

This class is presented high-level API for neural networks. More...

Public Member Functions

 Model (Net network)
 Create model from deep learning network.
 
 Model (string model)
 Create model from deep learning network represented in one of the supported formats. An order of model and config arguments does not matter.
 
 Model (string model, string config)
 Create model from deep learning network represented in one of the supported formats. An order of model and config arguments does not matter.
 
Model enableWinograd (bool useWinograd)
 
IntPtr getNativeObjAddr ()
 
void predict (Mat frame, List< Mat > outs)
 Given the input frame, create input blob, run net and return the output blobs.
 
Model setInputCrop (bool crop)
 Set flag crop for frame.
 
Model setInputMean (in Vec4d mean)
 Set mean value for frame.
 
Model setInputMean (in(double v0, double v1, double v2, double v3) mean)
 Set mean value for frame.
 
Model setInputMean (Scalar mean)
 Set mean value for frame.
 
void setInputParams ()
 Set preprocessing parameters for frame.
 
void setInputParams (double scale)
 Set preprocessing parameters for frame.
 
void setInputParams (double scale, in Vec2d size)
 Set preprocessing parameters for frame.
 
void setInputParams (double scale, in Vec2d size, in Vec4d mean)
 Set preprocessing parameters for frame.
 
void setInputParams (double scale, in Vec2d size, in Vec4d mean, bool swapRB)
 Set preprocessing parameters for frame.
 
void setInputParams (double scale, in Vec2d size, in Vec4d mean, bool swapRB, bool crop)
 Set preprocessing parameters for frame.
 
void setInputParams (double scale, in(double width, double height) size)
 Set preprocessing parameters for frame.
 
void setInputParams (double scale, in(double width, double height) size, in(double v0, double v1, double v2, double v3) mean)
 Set preprocessing parameters for frame.
 
void setInputParams (double scale, in(double width, double height) size, in(double v0, double v1, double v2, double v3) mean, bool swapRB)
 Set preprocessing parameters for frame.
 
void setInputParams (double scale, in(double width, double height) size, in(double v0, double v1, double v2, double v3) mean, bool swapRB, bool crop)
 Set preprocessing parameters for frame.
 
void setInputParams (double scale, Size size)
 Set preprocessing parameters for frame.
 
void setInputParams (double scale, Size size, Scalar mean)
 Set preprocessing parameters for frame.
 
void setInputParams (double scale, Size size, Scalar mean, bool swapRB)
 Set preprocessing parameters for frame.
 
void setInputParams (double scale, Size size, Scalar mean, bool swapRB, bool crop)
 Set preprocessing parameters for frame.
 
Model setInputScale (in Vec4d scale)
 Set scalefactor value for frame.
 
Model setInputScale (in(double v0, double v1, double v2, double v3) scale)
 Set scalefactor value for frame.
 
Model setInputScale (Scalar scale)
 Set scalefactor value for frame.
 
Model setInputSize (in Vec2d size)
 Set input size for frame.
 
Model setInputSize (in(double width, double height) size)
 Set input size for frame.
 
Model setInputSize (int width, int height)
 
Model setInputSize (Size size)
 Set input size for frame.
 
Model setInputSwapRB (bool swapRB)
 Set flag swapRB for frame.
 
Model setOutputNames (List< string > outNames)
 Set output names for frame.
 
Model setPreferableBackend (int backendId)
 
Model setPreferableTarget (int targetId)
 
- Public Member Functions inherited from OpenCVForUnity.DisposableObject
void Dispose ()
 
void ThrowIfDisposed ()
 

Static Public Member Functions

static Model __fromPtr__ (IntPtr addr)
 
- Static Public Member Functions inherited from OpenCVForUnity.DisposableObject
static IntPtr ThrowIfNullIntPtr (IntPtr ptr)
 

Protected Member Functions

override void Dispose (bool disposing)
 
- Protected Member Functions inherited from OpenCVForUnity.DisposableOpenCVObject
 DisposableOpenCVObject ()
 
 DisposableOpenCVObject (bool isEnabledDispose)
 
 DisposableOpenCVObject (IntPtr ptr)
 
 DisposableOpenCVObject (IntPtr ptr, bool isEnabledDispose)
 
- Protected Member Functions inherited from OpenCVForUnity.DisposableObject
 DisposableObject ()
 
 DisposableObject (bool isEnabledDispose)
 

Additional Inherited Members

- Package Attributes inherited from OpenCVForUnity.DisposableOpenCVObject
- Properties inherited from OpenCVForUnity.DisposableObject
bool IsDisposed [get, protected set]
 
bool IsEnabledDispose [get, set]
 

Detailed Description

This class is presented high-level API for neural networks.

Model allows to set params for preprocessing input image. Model creates net from file with trained weights and config, sets preprocessing input and runs forward pass.

Constructor & Destructor Documentation

◆ Model() [1/3]

OpenCVForUnity.DnnModule.Model.Model ( string model,
string config )

Create model from deep learning network represented in one of the supported formats. An order of model and config arguments does not matter.

◆ Model() [2/3]

OpenCVForUnity.DnnModule.Model.Model ( string model)

Create model from deep learning network represented in one of the supported formats. An order of model and config arguments does not matter.

◆ Model() [3/3]

OpenCVForUnity.DnnModule.Model.Model ( Net network)

Create model from deep learning network.

Member Function Documentation

◆ __fromPtr__()

static Model OpenCVForUnity.DnnModule.Model.__fromPtr__ ( IntPtr addr)
static

◆ Dispose()

◆ enableWinograd()

Model OpenCVForUnity.DnnModule.Model.enableWinograd ( bool useWinograd)

◆ getNativeObjAddr()

IntPtr OpenCVForUnity.DnnModule.Model.getNativeObjAddr ( )

◆ predict()

void OpenCVForUnity.DnnModule.Model.predict ( Mat frame,
List< Mat > outs )

Given the input frame, create input blob, run net and return the output blobs.

◆ setInputCrop()

Model OpenCVForUnity.DnnModule.Model.setInputCrop ( bool crop)

Set flag crop for frame.

◆ setInputMean() [1/3]

Model OpenCVForUnity.DnnModule.Model.setInputMean ( in Vec4d mean)

Set mean value for frame.

◆ setInputMean() [2/3]

Model OpenCVForUnity.DnnModule.Model.setInputMean ( in(double v0, double v1, double v2, double v3) mean)

Set mean value for frame.

◆ setInputMean() [3/3]

Model OpenCVForUnity.DnnModule.Model.setInputMean ( Scalar mean)

Set mean value for frame.

◆ setInputParams() [1/14]

void OpenCVForUnity.DnnModule.Model.setInputParams ( )

Set preprocessing parameters for frame.

◆ setInputParams() [2/14]

void OpenCVForUnity.DnnModule.Model.setInputParams ( double scale)

Set preprocessing parameters for frame.

◆ setInputParams() [3/14]

void OpenCVForUnity.DnnModule.Model.setInputParams ( double scale,
in Vec2d size )

Set preprocessing parameters for frame.

◆ setInputParams() [4/14]

void OpenCVForUnity.DnnModule.Model.setInputParams ( double scale,
in Vec2d size,
in Vec4d mean )

Set preprocessing parameters for frame.

◆ setInputParams() [5/14]

void OpenCVForUnity.DnnModule.Model.setInputParams ( double scale,
in Vec2d size,
in Vec4d mean,
bool swapRB )

Set preprocessing parameters for frame.

◆ setInputParams() [6/14]

void OpenCVForUnity.DnnModule.Model.setInputParams ( double scale,
in Vec2d size,
in Vec4d mean,
bool swapRB,
bool crop )

Set preprocessing parameters for frame.

◆ setInputParams() [7/14]

void OpenCVForUnity.DnnModule.Model.setInputParams ( double scale,
in(double width, double height) size )

Set preprocessing parameters for frame.

◆ setInputParams() [8/14]

void OpenCVForUnity.DnnModule.Model.setInputParams ( double scale,
in(double width, double height) size,
in(double v0, double v1, double v2, double v3) mean )

Set preprocessing parameters for frame.

◆ setInputParams() [9/14]

void OpenCVForUnity.DnnModule.Model.setInputParams ( double scale,
in(double width, double height) size,
in(double v0, double v1, double v2, double v3) mean,
bool swapRB )

Set preprocessing parameters for frame.

◆ setInputParams() [10/14]

void OpenCVForUnity.DnnModule.Model.setInputParams ( double scale,
in(double width, double height) size,
in(double v0, double v1, double v2, double v3) mean,
bool swapRB,
bool crop )

Set preprocessing parameters for frame.

◆ setInputParams() [11/14]

void OpenCVForUnity.DnnModule.Model.setInputParams ( double scale,
Size size )

Set preprocessing parameters for frame.

◆ setInputParams() [12/14]

void OpenCVForUnity.DnnModule.Model.setInputParams ( double scale,
Size size,
Scalar mean )

Set preprocessing parameters for frame.

◆ setInputParams() [13/14]

void OpenCVForUnity.DnnModule.Model.setInputParams ( double scale,
Size size,
Scalar mean,
bool swapRB )

Set preprocessing parameters for frame.

◆ setInputParams() [14/14]

void OpenCVForUnity.DnnModule.Model.setInputParams ( double scale,
Size size,
Scalar mean,
bool swapRB,
bool crop )

Set preprocessing parameters for frame.

◆ setInputScale() [1/3]

Model OpenCVForUnity.DnnModule.Model.setInputScale ( in Vec4d scale)

Set scalefactor value for frame.

◆ setInputScale() [2/3]

Model OpenCVForUnity.DnnModule.Model.setInputScale ( in(double v0, double v1, double v2, double v3) scale)

Set scalefactor value for frame.

◆ setInputScale() [3/3]

Model OpenCVForUnity.DnnModule.Model.setInputScale ( Scalar scale)

Set scalefactor value for frame.

◆ setInputSize() [1/4]

Model OpenCVForUnity.DnnModule.Model.setInputSize ( in Vec2d size)

Set input size for frame.

◆ setInputSize() [2/4]

Model OpenCVForUnity.DnnModule.Model.setInputSize ( in(double width, double height) size)

Set input size for frame.

◆ setInputSize() [3/4]

Model OpenCVForUnity.DnnModule.Model.setInputSize ( int width,
int height )

This is an overloaded member function, provided for convenience. It differs from the above function only in what argument(s) it accepts.

◆ setInputSize() [4/4]

Model OpenCVForUnity.DnnModule.Model.setInputSize ( Size size)

Set input size for frame.

◆ setInputSwapRB()

Model OpenCVForUnity.DnnModule.Model.setInputSwapRB ( bool swapRB)

Set flag swapRB for frame.

◆ setOutputNames()

Model OpenCVForUnity.DnnModule.Model.setOutputNames ( List< string > outNames)

Set output names for frame.

◆ setPreferableBackend()

Model OpenCVForUnity.DnnModule.Model.setPreferableBackend ( int backendId)

◆ setPreferableTarget()

Model OpenCVForUnity.DnnModule.Model.setPreferableTarget ( int targetId)

The documentation for this class was generated from the following files: