void DoProcess()
{
if (!(owner.Value is OpenCVForUnityPlayMakerActions.StatModel))
{
LogError("owner is not initialized. Add Action \"newStatModel\".");
return;
}
OpenCVForUnity.MlModule.StatModel wrapped_owner = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.StatModel, OpenCVForUnity.MlModule.StatModel>(owner);
if (!(data.Value is OpenCVForUnityPlayMakerActions.TrainData))
{
LogError("data is not initialized. Add Action \"newTrainData\".");
return;
}
OpenCVForUnity.MlModule.TrainData wrapped_data = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.TrainData, OpenCVForUnity.MlModule.TrainData>(data);
if (!(resp.Value is OpenCVForUnityPlayMakerActions.Mat))
{
LogError("resp is not initialized. Add Action \"newMat\".");
return;
}
OpenCVForUnity.CoreModule.Mat wrapped_resp = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.Mat, OpenCVForUnity.CoreModule.Mat>(resp);
storeResult.Value = wrapped_owner.calcError(wrapped_data, test.Value, wrapped_resp);
}
void DoProcess()
{
if (!(owner.Value is OpenCVForUnityPlayMakerActions.TrainData))
{
LogError("owner is not initialized. Add Action \"newTrainData\".");
return;
}
OpenCVForUnity.MlModule.TrainData wrapped_owner = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.TrainData, OpenCVForUnity.MlModule.TrainData>(owner);
storeResult.Value = wrapped_owner.getResponseType();
}
void DoProcess()
{
if (!(owner.Value is OpenCVForUnityPlayMakerActions.TrainData))
{
LogError("owner is not initialized. Add Action \"newTrainData\".");
return;
}
OpenCVForUnity.MlModule.TrainData wrapped_owner = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.TrainData, OpenCVForUnity.MlModule.TrainData>(owner);
wrapped_owner.shuffleTrainTest();
}
void DoProcess()
{
if (!(owner.Value is OpenCVForUnityPlayMakerActions.TrainData))
{
LogError("owner is not initialized. Add Action \"newTrainData\".");
return;
}
OpenCVForUnity.MlModule.TrainData wrapped_owner = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.TrainData, OpenCVForUnity.MlModule.TrainData>(owner);
if (!(storeResult.Value is OpenCVForUnityPlayMakerActions.Mat))
{
storeResult.Value = new OpenCVForUnityPlayMakerActions.Mat();
}
((OpenCVForUnityPlayMakerActions.Mat)storeResult.Value).wrappedObject = wrapped_owner.getTestSampleIdx();
}
//
// 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
}
/**
* Creates training data from in-memory arrays.
*
* param samples matrix of samples. It should have CV_32F type.
* param layout see ml::SampleTypes.
* param responses matrix of responses. If the responses are scalar, they should be stored as a
* single row or as a single column. The matrix should have type CV_32F or CV_32S (in the
* former case the responses are considered as ordered by default; in the latter case - as
* categorical)
* param varIdx vector specifying which variables to use for training. It can be an integer vector
* (CV_32S) containing 0-based variable indices or byte vector (CV_8U) containing a mask of
* active variables.
* vector (CV_32S) containing 0-based sample indices or byte vector (CV_8U) containing a mask
* of training samples.
* <number_of_variables_in_responses>`, containing types of each input and output variable. See
* ml::VariableTypes.
* return automatically generated
*/
public static TrainData create(Mat samples, int layout, Mat responses, Mat varIdx)
{
if (samples != null)
{
samples.ThrowIfDisposed();
}
if (responses != null)
{
responses.ThrowIfDisposed();
}
if (varIdx != null)
{
varIdx.ThrowIfDisposed();
}
return(TrainData.__fromPtr__(ml_TrainData_create_13(samples.nativeObj, layout, responses.nativeObj, varIdx.nativeObj)));
}
//javadoc: TrainData::create(samples, layout, responses)
public static TrainData create(Mat samples, int layout, Mat responses)
{
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
TrainData retVal = TrainData.__fromPtr__(ml_TrainData_create_14(samples.nativeObj, layout, responses.nativeObj));
return(retVal);
#else
return(null);
#endif
}
void DoProcess()
{
if (!(owner.Value is OpenCVForUnityPlayMakerActions.TrainData))
{
LogError("owner is not initialized. Add Action \"newTrainData\".");
return;
}
OpenCVForUnity.MlModule.TrainData wrapped_owner = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.TrainData, OpenCVForUnity.MlModule.TrainData>(owner);
if (!(ratio.Value is OpenCVForUnityPlayMakerActions.Double))
{
LogError("ratio is not initialized. Add Action \"newDouble\".");
return;
}
System.Double wrapped_ratio = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.Double, System.Double>(ratio);
wrapped_owner.setTrainTestSplitRatio(wrapped_ratio);
}
void DoProcess()
{
if (!(owner.Value is OpenCVForUnityPlayMakerActions.TrainData))
{
LogError("owner is not initialized. Add Action \"newTrainData\".");
return;
}
OpenCVForUnity.MlModule.TrainData wrapped_owner = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.TrainData, OpenCVForUnity.MlModule.TrainData>(owner);
if (!(sidx.Value is OpenCVForUnityPlayMakerActions.Mat))
{
LogError("sidx is not initialized. Add Action \"newMat\".");
return;
}
OpenCVForUnity.CoreModule.Mat wrapped_sidx = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.Mat, OpenCVForUnity.CoreModule.Mat>(sidx);
wrapped_owner.getValues(vi.Value, wrapped_sidx, values.Value);
}
//
// 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
}
void DoProcess()
{
if (!(owner.Value is OpenCVForUnityPlayMakerActions.StatModel))
{
LogError("owner is not initialized. Add Action \"newStatModel\".");
return;
}
OpenCVForUnity.MlModule.StatModel wrapped_owner = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.StatModel, OpenCVForUnity.MlModule.StatModel>(owner);
if (!(trainData.Value is OpenCVForUnityPlayMakerActions.TrainData))
{
LogError("trainData is not initialized. Add Action \"newTrainData\".");
return;
}
OpenCVForUnity.MlModule.TrainData wrapped_trainData = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.TrainData, OpenCVForUnity.MlModule.TrainData>(trainData);
storeResult.Value = wrapped_owner.train(wrapped_trainData, flags.Value);
Fsm.Event(storeResult.Value ? trueEvent : falseEvent);
}
void DoProcess()
{
if (!(owner.Value is OpenCVForUnityPlayMakerActions.TrainData))
{
LogError("owner is not initialized. Add Action \"newTrainData\".");
return;
}
OpenCVForUnity.MlModule.TrainData wrapped_owner = OpenCVForUnityPlayMakerActionsUtils.GetWrappedObject <OpenCVForUnityPlayMakerActions.TrainData, OpenCVForUnity.MlModule.TrainData>(owner);
string[] string_names = names.stringValues;
List <string> wrapped_names = new List <string>(string_names);
wrapped_owner.getNames(wrapped_names);
for (int i = 0; i < wrapped_names.Count; i++)
{
names.Set(i, (string)wrapped_names[i]);
}
names.SaveChanges();
}
public TrainData(OpenCVForUnity.MlModule.TrainData nativeObj) : base(nativeObj)
{
}