void DoProcess()
{
if (!(owner.Value is OpenCVForUnityPlayMakerActions.EM))
{
LogError("owner is not initialized. Add Action \"newEM\".");
return;
}
OpenCVForUnity.MlModule.EM wrapped_owner = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.EM, OpenCVForUnity.MlModule.EM>(owner);
if (!(samples.Value is OpenCVForUnityPlayMakerActions.Mat))
{
LogError("samples is not initialized. Add Action \"newMat\".");
return;
}
OpenCVForUnity.CoreModule.Mat wrapped_samples = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.Mat, OpenCVForUnity.CoreModule.Mat>(samples);
if (!(results.Value is OpenCVForUnityPlayMakerActions.Mat))
{
LogError("results is not initialized. Add Action \"newMat\".");
return;
}
OpenCVForUnity.CoreModule.Mat wrapped_results = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.Mat, OpenCVForUnity.CoreModule.Mat>(results);
storeResult.Value = wrapped_owner.predict(wrapped_samples, wrapped_results, flags.Value);
}
void DoProcess()
{
if (!(owner.Value is OpenCVForUnityPlayMakerActions.EM))
{
LogError("owner is not initialized. Add Action \"newEM\".");
return;
}
OpenCVForUnity.MlModule.EM wrapped_owner = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.EM, OpenCVForUnity.MlModule.EM>(owner);
if (!(samples.Value is OpenCVForUnityPlayMakerActions.Mat))
{
LogError("samples is not initialized. Add Action \"newMat\".");
return;
}
OpenCVForUnity.CoreModule.Mat wrapped_samples = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.Mat, OpenCVForUnity.CoreModule.Mat>(samples);
if (!(means0.Value is OpenCVForUnityPlayMakerActions.Mat))
{
LogError("means0 is not initialized. Add Action \"newMat\".");
return;
}
OpenCVForUnity.CoreModule.Mat wrapped_means0 = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.Mat, OpenCVForUnity.CoreModule.Mat>(means0);
storeResult.Value = wrapped_owner.trainE(wrapped_samples, wrapped_means0);
Fsm.Event(storeResult.Value ? trueEvent : falseEvent);
}
void DoProcess()
{
if (!(owner.Value is OpenCVForUnityPlayMakerActions.EM))
{
LogError("owner is not initialized. Add Action \"newEM\".");
return;
}
OpenCVForUnity.MlModule.EM wrapped_owner = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.EM, OpenCVForUnity.MlModule.EM>(owner);
if (!(sample.Value is OpenCVForUnityPlayMakerActions.Mat))
{
LogError("sample is not initialized. Add Action \"newMat\".");
return;
}
OpenCVForUnity.CoreModule.Mat wrapped_sample = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.Mat, OpenCVForUnity.CoreModule.Mat>(sample);
if (!(probs.Value is OpenCVForUnityPlayMakerActions.Mat))
{
LogError("probs is not initialized. Add Action \"newMat\".");
return;
}
OpenCVForUnity.CoreModule.Mat wrapped_probs = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.Mat, OpenCVForUnity.CoreModule.Mat>(probs);
if (!(storeResult.Value is OpenCVForUnityPlayMakerActions.DoubleArray))
{
storeResult.Value = new OpenCVForUnityPlayMakerActions.DoubleArray();
}
((OpenCVForUnityPlayMakerActions.DoubleArray)storeResult.Value).wrappedObject = wrapped_owner.predict2(wrapped_sample, wrapped_probs);
}
//
// C++: static Ptr_EM cv::ml::EM::create()
//
//javadoc: EM::create()
public static EM create()
{
#if ((UNITY_ANDROID || UNITY_IOS || UNITY_WEBGL) && !UNITY_EDITOR) || UNITY_5 || UNITY_5_3_OR_NEWER
EM retVal = EM.__fromPtr__(ml_EM_create_10());
return(retVal);
#else
return(null);
#endif
}
//javadoc: EM::load(filepath)
public static EM load(string filepath)
{
#if ((UNITY_ANDROID || UNITY_IOS || UNITY_WEBGL) && !UNITY_EDITOR) || UNITY_5 || UNITY_5_3_OR_NEWER
EM retVal = EM.__fromPtr__(ml_EM_load_11(filepath));
return(retVal);
#else
return(null);
#endif
}
void DoProcess()
{
if (!(owner.Value is OpenCVForUnityPlayMakerActions.EM))
{
LogError("owner is not initialized. Add Action \"newEM\".");
return;
}
OpenCVForUnity.MlModule.EM wrapped_owner = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.EM, OpenCVForUnity.MlModule.EM>(owner);
wrapped_owner.setCovarianceMatrixType(val.Value);
}
void DoProcess()
{
if (!(owner.Value is OpenCVForUnityPlayMakerActions.EM))
{
LogError("owner is not initialized. Add Action \"newEM\".");
return;
}
OpenCVForUnity.MlModule.EM wrapped_owner = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.EM, OpenCVForUnity.MlModule.EM>(owner);
storeResult.Value = wrapped_owner.getClustersNumber();
}
void DoProcess()
{
if (!(owner.Value is OpenCVForUnityPlayMakerActions.EM))
{
LogError("owner is not initialized. Add Action \"newEM\".");
return;
}
OpenCVForUnity.MlModule.EM wrapped_owner = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.EM, OpenCVForUnity.MlModule.EM>(owner);
wrapped_owner.setTermCriteria(new OpenCVForUnity.CoreModule.TermCriteria((int)val_type.Value, (int)val_maxCount.Value, (double)val_epsilon.Value));
}
void DoProcess()
{
if (!(owner.Value is OpenCVForUnityPlayMakerActions.EM))
{
LogError("owner is not initialized. Add Action \"newEM\".");
return;
}
OpenCVForUnity.MlModule.EM wrapped_owner = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.EM, OpenCVForUnity.MlModule.EM>(owner);
if (!(storeResult.Value is OpenCVForUnityPlayMakerActions.Mat))
{
storeResult.Value = new OpenCVForUnityPlayMakerActions.Mat();
}
((OpenCVForUnityPlayMakerActions.Mat)storeResult.Value).wrappedObject = wrapped_owner.getWeights();
}
void DoProcess()
{
if (!(owner.Value is OpenCVForUnityPlayMakerActions.EM))
{
LogError("owner is not initialized. Add Action \"newEM\".");
return;
}
OpenCVForUnity.MlModule.EM wrapped_owner = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.EM, OpenCVForUnity.MlModule.EM>(owner);
List <OpenCVForUnity.CoreModule.Mat> wrapped_covs = new List <OpenCVForUnity.CoreModule.Mat>();
OpenCVForUnityPlayMakerActionsUtils.ConvertFsmArrayToList <OpenCVForUnityPlayMakerActions.Mat, OpenCVForUnity.CoreModule.Mat>(covs, wrapped_covs);
wrapped_owner.getCovs(wrapped_covs);
OpenCVForUnityPlayMakerActionsUtils.ConvertListToFsmArray <OpenCVForUnity.CoreModule.Mat, OpenCVForUnityPlayMakerActions.Mat>(wrapped_covs, covs);
}
void DoProcess()
{
if (!(owner.Value is OpenCVForUnityPlayMakerActions.EM))
{
LogError("owner is not initialized. Add Action \"newEM\".");
return;
}
OpenCVForUnity.MlModule.EM wrapped_owner = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.EM, OpenCVForUnity.MlModule.EM>(owner);
if (!(val.Value is OpenCVForUnityPlayMakerActions.TermCriteria))
{
LogError("val is not initialized. Add Action \"newTermCriteria\".");
return;
}
OpenCVForUnity.CoreModule.TermCriteria wrapped_val = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.TermCriteria, OpenCVForUnity.CoreModule.TermCriteria>(val);
wrapped_owner.setTermCriteria(wrapped_val);
}
void DoProcess()
{
if (!(owner.Value is OpenCVForUnityPlayMakerActions.EM))
{
LogError("owner is not initialized. Add Action \"newEM\".");
return;
}
OpenCVForUnity.MlModule.EM wrapped_owner = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.EM, OpenCVForUnity.MlModule.EM>(owner);
if (!(samples.Value is OpenCVForUnityPlayMakerActions.Mat))
{
LogError("samples is not initialized. Add Action \"newMat\".");
return;
}
OpenCVForUnity.CoreModule.Mat wrapped_samples = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.Mat, OpenCVForUnity.CoreModule.Mat>(samples);
if (!(logLikelihoods.Value is OpenCVForUnityPlayMakerActions.Mat))
{
LogError("logLikelihoods is not initialized. Add Action \"newMat\".");
return;
}
OpenCVForUnity.CoreModule.Mat wrapped_logLikelihoods = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.Mat, OpenCVForUnity.CoreModule.Mat>(logLikelihoods);
if (!(labels.Value is OpenCVForUnityPlayMakerActions.Mat))
{
LogError("labels is not initialized. Add Action \"newMat\".");
return;
}
OpenCVForUnity.CoreModule.Mat wrapped_labels = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.Mat, OpenCVForUnity.CoreModule.Mat>(labels);
if (!(probs.Value is OpenCVForUnityPlayMakerActions.Mat))
{
LogError("probs is not initialized. Add Action \"newMat\".");
return;
}
OpenCVForUnity.CoreModule.Mat wrapped_probs = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.Mat, OpenCVForUnity.CoreModule.Mat>(probs);
storeResult.Value = wrapped_owner.trainEM(wrapped_samples, wrapped_logLikelihoods, wrapped_labels, wrapped_probs);
Fsm.Event(storeResult.Value ? trueEvent : falseEvent);
}
void DoProcess()
{
if (!(owner.Value is OpenCVForUnityPlayMakerActions.EM))
{
LogError("owner is not initialized. Add Action \"newEM\".");
return;
}
OpenCVForUnity.MlModule.EM wrapped_owner = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.EM, OpenCVForUnity.MlModule.EM>(owner);
if (!(sample.Value is OpenCVForUnityPlayMakerActions.Mat))
{
LogError("sample is not initialized. Add Action \"newMat\".");
return;
}
OpenCVForUnity.CoreModule.Mat wrapped_sample = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.Mat, OpenCVForUnity.CoreModule.Mat>(sample);
if (!(probs.Value is OpenCVForUnityPlayMakerActions.Mat))
{
LogError("probs is not initialized. Add Action \"newMat\".");
return;
}
OpenCVForUnity.CoreModule.Mat wrapped_probs = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.Mat, OpenCVForUnity.CoreModule.Mat>(probs);
double[] casted_storeResult = wrapped_owner.predict2(wrapped_sample, wrapped_probs);
if (!storeResult.IsNone)
{
if (storeResult.Length != casted_storeResult.Length)
{
storeResult.Resize(casted_storeResult.Length);
}
for (int i = 0; i < casted_storeResult.Length; i++)
{
storeResult.Set(i, (float)casted_storeResult[i]);
}
storeResult.SaveChanges();
}
}
public EM(OpenCVForUnity.MlModule.EM nativeObj) : base(nativeObj)
{
}