void InternalInitialize(Action initializeCallback)
{
modelBuilder = new SvmModelBuilder();
this.featureVector = new List<double[]>();
// init omp
this.imgFeature = new ImageFeature(GestureStudio.GestureLib_DictionartyPath);
// update GestureInfo.data
if (this.problemFile == null || this.problemFile.Equals(GestureStudio.FeatureFileEmpty))
Gestures.loadData(GestureStudio.GesturesDataPathEmpty);
else if (this.problemFile.Equals(GestureStudio.FeatureFileNew))
Gestures.loadData(GestureStudio.GesturesDataPathNew);
else // demo version, this will take a long time. So avoid this in the demo.
Gestures.loadData(GestureStudio.GesturesDataPathDemo);
// done initialization
if (initializeCallback != null)
{
initializeCallback();
}
// display trainer form
SynchronizationContext ctx = SynchronizationContext.Current;
GestureStudio.DisplayTrainerForm(() =>
{
// count down finished, begin
this.initialized = true;
});
}
// Load in the prediction model. May take couple of seconds.
void LoadModel()
{
this.modelBuilder = new SvmModelBuilder();
if (!this.modelBuilder.LoadFromFile(this.modelFile))
{
// first time usage, train from feature file
this.modelBuilder.TrainModel(this.problemFile);
//Console.WriteLine("Training finished. Saving Model as {0}", modelFileName);
this.modelBuilder.SaveModel(modelFile);
}
}
void InternalInitialize(Action initializeCallback)
{
modelBuilder = new SvmModelBuilder();
this.featureVector = new List <double[]>();
// init omp
this.imgFeature = new ImageFeature(GestureStudio.GestureLib_DictionartyPath);
// update GestureInfo.data
if (this.problemFile == null || this.problemFile.Equals(GestureStudio.FeatureFileEmpty))
{
Gestures.loadData(GestureStudio.GesturesDataPathEmpty);
}
else if (this.problemFile.Equals(GestureStudio.FeatureFileNew))
{
Gestures.loadData(GestureStudio.GesturesDataPathNew);
}
else // demo version, this will take a long time. So avoid this in the demo.
{
Gestures.loadData(GestureStudio.GesturesDataPathDemo);
}
// done initialization
if (initializeCallback != null)
{
initializeCallback();
}
// display trainer form
SynchronizationContext ctx = SynchronizationContext.Current;
GestureStudio.DisplayTrainerForm(() =>
{
// count down finished, begin
this.initialized = true;
});
}
// Load in the prediction model. May take couple of seconds.
void LoadModel()
{
this.modelBuilder = new SvmModelBuilder();
if (!this.modelBuilder.LoadFromFile(this.modelFile))
{
// first time usage, train from feature file
this.modelBuilder.TrainModel(this.problemFile);
//Console.WriteLine("Training finished. Saving Model as {0}", modelFileName);
this.modelBuilder.SaveModel(modelFile);
}
}