327 lines
10 KiB
C#
327 lines
10 KiB
C#
|
|
|||
|
using OpenCVForUnity.CoreModule;
|
|||
|
using OpenCVForUnity.UtilsModule;
|
|||
|
using System;
|
|||
|
using System.Collections.Generic;
|
|||
|
using System.Runtime.InteropServices;
|
|||
|
|
|||
|
namespace OpenCVForUnity.MlModule
|
|||
|
{
|
|||
|
|
|||
|
// C++: class StatModel
|
|||
|
//javadoc: StatModel
|
|||
|
|
|||
|
public class StatModel : Algorithm
|
|||
|
{
|
|||
|
|
|||
|
protected override void Dispose (bool disposing)
|
|||
|
{
|
|||
|
#if ((UNITY_ANDROID || UNITY_IOS || UNITY_WEBGL) && !UNITY_EDITOR) || UNITY_5 || UNITY_5_3_OR_NEWER
|
|||
|
try {
|
|||
|
if (disposing) {
|
|||
|
}
|
|||
|
if (IsEnabledDispose) {
|
|||
|
if (nativeObj != IntPtr.Zero)
|
|||
|
ml_StatModel_delete (nativeObj);
|
|||
|
nativeObj = IntPtr.Zero;
|
|||
|
}
|
|||
|
} finally {
|
|||
|
base.Dispose (disposing);
|
|||
|
}
|
|||
|
#else
|
|||
|
return;
|
|||
|
#endif
|
|||
|
}
|
|||
|
|
|||
|
protected internal StatModel (IntPtr addr)
|
|||
|
: base (addr)
|
|||
|
{
|
|||
|
}
|
|||
|
|
|||
|
// internal usage only
|
|||
|
public static new StatModel __fromPtr__ (IntPtr addr)
|
|||
|
{
|
|||
|
return new StatModel (addr);
|
|||
|
}
|
|||
|
|
|||
|
// C++: enum Flags
|
|||
|
public const int UPDATE_MODEL = 1;
|
|||
|
public const int RAW_OUTPUT = 1;
|
|||
|
public const int COMPRESSED_INPUT = 2;
|
|||
|
public const int PREPROCESSED_INPUT = 4;
|
|||
|
//
|
|||
|
// C++: bool cv::ml::StatModel::empty()
|
|||
|
//
|
|||
|
|
|||
|
//javadoc: StatModel::empty()
|
|||
|
public override bool empty ()
|
|||
|
{
|
|||
|
ThrowIfDisposed ();
|
|||
|
#if ((UNITY_ANDROID || UNITY_IOS || UNITY_WEBGL) && !UNITY_EDITOR) || UNITY_5 || UNITY_5_3_OR_NEWER
|
|||
|
|
|||
|
bool retVal = ml_StatModel_empty_10 (nativeObj);
|
|||
|
|
|||
|
return retVal;
|
|||
|
#else
|
|||
|
return false;
|
|||
|
#endif
|
|||
|
}
|
|||
|
|
|||
|
|
|||
|
//
|
|||
|
// C++: bool cv::ml::StatModel::isClassifier()
|
|||
|
//
|
|||
|
|
|||
|
//javadoc: StatModel::isClassifier()
|
|||
|
public bool isClassifier ()
|
|||
|
{
|
|||
|
ThrowIfDisposed ();
|
|||
|
#if ((UNITY_ANDROID || UNITY_IOS || UNITY_WEBGL) && !UNITY_EDITOR) || UNITY_5 || UNITY_5_3_OR_NEWER
|
|||
|
|
|||
|
bool retVal = ml_StatModel_isClassifier_10 (nativeObj);
|
|||
|
|
|||
|
return retVal;
|
|||
|
#else
|
|||
|
return false;
|
|||
|
#endif
|
|||
|
}
|
|||
|
|
|||
|
|
|||
|
//
|
|||
|
// C++: bool cv::ml::StatModel::isTrained()
|
|||
|
//
|
|||
|
|
|||
|
//javadoc: StatModel::isTrained()
|
|||
|
public bool isTrained ()
|
|||
|
{
|
|||
|
ThrowIfDisposed ();
|
|||
|
#if ((UNITY_ANDROID || UNITY_IOS || UNITY_WEBGL) && !UNITY_EDITOR) || UNITY_5 || UNITY_5_3_OR_NEWER
|
|||
|
|
|||
|
bool retVal = ml_StatModel_isTrained_10 (nativeObj);
|
|||
|
|
|||
|
return retVal;
|
|||
|
#else
|
|||
|
return false;
|
|||
|
#endif
|
|||
|
}
|
|||
|
|
|||
|
|
|||
|
//
|
|||
|
// C++: bool cv::ml::StatModel::train(Mat samples, int layout, Mat responses)
|
|||
|
//
|
|||
|
|
|||
|
//javadoc: StatModel::train(samples, layout, responses)
|
|||
|
public bool train (Mat samples, int layout, Mat responses)
|
|||
|
{
|
|||
|
ThrowIfDisposed ();
|
|||
|
if (samples != null)
|
|||
|
samples.ThrowIfDisposed ();
|
|||
|
if (responses != null)
|
|||
|
responses.ThrowIfDisposed ();
|
|||
|
#if ((UNITY_ANDROID || UNITY_IOS || UNITY_WEBGL) && !UNITY_EDITOR) || UNITY_5 || UNITY_5_3_OR_NEWER
|
|||
|
|
|||
|
bool retVal = ml_StatModel_train_10 (nativeObj, samples.nativeObj, layout, responses.nativeObj);
|
|||
|
|
|||
|
return retVal;
|
|||
|
#else
|
|||
|
return false;
|
|||
|
#endif
|
|||
|
}
|
|||
|
|
|||
|
|
|||
|
//
|
|||
|
// C++: bool cv::ml::StatModel::train(Ptr_TrainData trainData, int flags = 0)
|
|||
|
//
|
|||
|
|
|||
|
//javadoc: StatModel::train(trainData, flags)
|
|||
|
public bool train (TrainData trainData, int flags)
|
|||
|
{
|
|||
|
ThrowIfDisposed ();
|
|||
|
if (trainData != null)
|
|||
|
trainData.ThrowIfDisposed ();
|
|||
|
#if ((UNITY_ANDROID || UNITY_IOS || UNITY_WEBGL) && !UNITY_EDITOR) || UNITY_5 || UNITY_5_3_OR_NEWER
|
|||
|
|
|||
|
bool retVal = ml_StatModel_train_11 (nativeObj, trainData.getNativeObjAddr (), flags);
|
|||
|
|
|||
|
return retVal;
|
|||
|
#else
|
|||
|
return false;
|
|||
|
#endif
|
|||
|
}
|
|||
|
|
|||
|
//javadoc: StatModel::train(trainData)
|
|||
|
public bool train (TrainData trainData)
|
|||
|
{
|
|||
|
ThrowIfDisposed ();
|
|||
|
if (trainData != null)
|
|||
|
trainData.ThrowIfDisposed ();
|
|||
|
#if ((UNITY_ANDROID || UNITY_IOS || UNITY_WEBGL) && !UNITY_EDITOR) || UNITY_5 || UNITY_5_3_OR_NEWER
|
|||
|
|
|||
|
bool retVal = ml_StatModel_train_12 (nativeObj, trainData.getNativeObjAddr ());
|
|||
|
|
|||
|
return retVal;
|
|||
|
#else
|
|||
|
return false;
|
|||
|
#endif
|
|||
|
}
|
|||
|
|
|||
|
|
|||
|
//
|
|||
|
// C++: float cv::ml::StatModel::calcError(Ptr_TrainData data, bool test, Mat& resp)
|
|||
|
//
|
|||
|
|
|||
|
//javadoc: StatModel::calcError(data, test, resp)
|
|||
|
public float calcError (TrainData data, bool test, Mat resp)
|
|||
|
{
|
|||
|
ThrowIfDisposed ();
|
|||
|
if (data != null)
|
|||
|
data.ThrowIfDisposed ();
|
|||
|
if (resp != null)
|
|||
|
resp.ThrowIfDisposed ();
|
|||
|
#if ((UNITY_ANDROID || UNITY_IOS || UNITY_WEBGL) && !UNITY_EDITOR) || UNITY_5 || UNITY_5_3_OR_NEWER
|
|||
|
|
|||
|
float retVal = ml_StatModel_calcError_10 (nativeObj, data.getNativeObjAddr (), test, resp.nativeObj);
|
|||
|
|
|||
|
return retVal;
|
|||
|
#else
|
|||
|
return -1;
|
|||
|
#endif
|
|||
|
}
|
|||
|
|
|||
|
|
|||
|
//
|
|||
|
// C++: float cv::ml::StatModel::predict(Mat samples, Mat& results = Mat(), int flags = 0)
|
|||
|
//
|
|||
|
|
|||
|
//javadoc: StatModel::predict(samples, results, flags)
|
|||
|
public virtual float predict (Mat samples, Mat results, int flags)
|
|||
|
{
|
|||
|
ThrowIfDisposed ();
|
|||
|
if (samples != null)
|
|||
|
samples.ThrowIfDisposed ();
|
|||
|
if (results != null)
|
|||
|
results.ThrowIfDisposed ();
|
|||
|
#if ((UNITY_ANDROID || UNITY_IOS || UNITY_WEBGL) && !UNITY_EDITOR) || UNITY_5 || UNITY_5_3_OR_NEWER
|
|||
|
|
|||
|
float retVal = ml_StatModel_predict_10 (nativeObj, samples.nativeObj, results.nativeObj, flags);
|
|||
|
|
|||
|
return retVal;
|
|||
|
#else
|
|||
|
return -1;
|
|||
|
#endif
|
|||
|
}
|
|||
|
|
|||
|
//javadoc: StatModel::predict(samples, results)
|
|||
|
public virtual float predict (Mat samples, Mat results)
|
|||
|
{
|
|||
|
ThrowIfDisposed ();
|
|||
|
if (samples != null)
|
|||
|
samples.ThrowIfDisposed ();
|
|||
|
if (results != null)
|
|||
|
results.ThrowIfDisposed ();
|
|||
|
#if ((UNITY_ANDROID || UNITY_IOS || UNITY_WEBGL) && !UNITY_EDITOR) || UNITY_5 || UNITY_5_3_OR_NEWER
|
|||
|
|
|||
|
float retVal = ml_StatModel_predict_11 (nativeObj, samples.nativeObj, results.nativeObj);
|
|||
|
|
|||
|
return retVal;
|
|||
|
#else
|
|||
|
return -1;
|
|||
|
#endif
|
|||
|
}
|
|||
|
|
|||
|
//javadoc: StatModel::predict(samples)
|
|||
|
public virtual float predict (Mat samples)
|
|||
|
{
|
|||
|
ThrowIfDisposed ();
|
|||
|
if (samples != null)
|
|||
|
samples.ThrowIfDisposed ();
|
|||
|
#if ((UNITY_ANDROID || UNITY_IOS || UNITY_WEBGL) && !UNITY_EDITOR) || UNITY_5 || UNITY_5_3_OR_NEWER
|
|||
|
|
|||
|
float retVal = ml_StatModel_predict_12 (nativeObj, samples.nativeObj);
|
|||
|
|
|||
|
return retVal;
|
|||
|
#else
|
|||
|
return -1;
|
|||
|
#endif
|
|||
|
}
|
|||
|
|
|||
|
|
|||
|
//
|
|||
|
// C++: int cv::ml::StatModel::getVarCount()
|
|||
|
//
|
|||
|
|
|||
|
//javadoc: StatModel::getVarCount()
|
|||
|
public int getVarCount ()
|
|||
|
{
|
|||
|
ThrowIfDisposed ();
|
|||
|
#if ((UNITY_ANDROID || UNITY_IOS || UNITY_WEBGL) && !UNITY_EDITOR) || UNITY_5 || UNITY_5_3_OR_NEWER
|
|||
|
|
|||
|
int retVal = ml_StatModel_getVarCount_10 (nativeObj);
|
|||
|
|
|||
|
return retVal;
|
|||
|
#else
|
|||
|
return -1;
|
|||
|
#endif
|
|||
|
}
|
|||
|
|
|||
|
|
|||
|
#if (UNITY_IOS || UNITY_WEBGL) && !UNITY_EDITOR
|
|||
|
const string LIBNAME = "__Internal";
|
|||
|
|
|||
|
|
|||
|
|
|||
|
|
|||
|
#else
|
|||
|
const string LIBNAME = "opencvforunity";
|
|||
|
#endif
|
|||
|
|
|||
|
|
|||
|
|
|||
|
// C++: bool cv::ml::StatModel::empty()
|
|||
|
[DllImport (LIBNAME)]
|
|||
|
private static extern bool ml_StatModel_empty_10 (IntPtr nativeObj);
|
|||
|
|
|||
|
// C++: bool cv::ml::StatModel::isClassifier()
|
|||
|
[DllImport (LIBNAME)]
|
|||
|
private static extern bool ml_StatModel_isClassifier_10 (IntPtr nativeObj);
|
|||
|
|
|||
|
// C++: bool cv::ml::StatModel::isTrained()
|
|||
|
[DllImport (LIBNAME)]
|
|||
|
private static extern bool ml_StatModel_isTrained_10 (IntPtr nativeObj);
|
|||
|
|
|||
|
// C++: bool cv::ml::StatModel::train(Mat samples, int layout, Mat responses)
|
|||
|
[DllImport (LIBNAME)]
|
|||
|
private static extern bool ml_StatModel_train_10 (IntPtr nativeObj, IntPtr samples_nativeObj, int layout, IntPtr responses_nativeObj);
|
|||
|
|
|||
|
// C++: bool cv::ml::StatModel::train(Ptr_TrainData trainData, int flags = 0)
|
|||
|
[DllImport (LIBNAME)]
|
|||
|
private static extern bool ml_StatModel_train_11 (IntPtr nativeObj, IntPtr trainData_nativeObj, int flags);
|
|||
|
|
|||
|
[DllImport (LIBNAME)]
|
|||
|
private static extern bool ml_StatModel_train_12 (IntPtr nativeObj, IntPtr trainData_nativeObj);
|
|||
|
|
|||
|
// C++: float cv::ml::StatModel::calcError(Ptr_TrainData data, bool test, Mat& resp)
|
|||
|
[DllImport (LIBNAME)]
|
|||
|
private static extern float ml_StatModel_calcError_10 (IntPtr nativeObj, IntPtr data_nativeObj, bool test, IntPtr resp_nativeObj);
|
|||
|
|
|||
|
// C++: float cv::ml::StatModel::predict(Mat samples, Mat& results = Mat(), int flags = 0)
|
|||
|
[DllImport (LIBNAME)]
|
|||
|
private static extern float ml_StatModel_predict_10 (IntPtr nativeObj, IntPtr samples_nativeObj, IntPtr results_nativeObj, int flags);
|
|||
|
|
|||
|
[DllImport (LIBNAME)]
|
|||
|
private static extern float ml_StatModel_predict_11 (IntPtr nativeObj, IntPtr samples_nativeObj, IntPtr results_nativeObj);
|
|||
|
|
|||
|
[DllImport (LIBNAME)]
|
|||
|
private static extern float ml_StatModel_predict_12 (IntPtr nativeObj, IntPtr samples_nativeObj);
|
|||
|
|
|||
|
// C++: int cv::ml::StatModel::getVarCount()
|
|||
|
[DllImport (LIBNAME)]
|
|||
|
private static extern int ml_StatModel_getVarCount_10 (IntPtr nativeObj);
|
|||
|
|
|||
|
// native support for java finalize()
|
|||
|
[DllImport (LIBNAME)]
|
|||
|
private static extern void ml_StatModel_delete (IntPtr nativeObj);
|
|||
|
|
|||
|
}
|
|||
|
}
|