| public GetStdout ( StringBuilder &sbout ) : void | ||
| sbout | StringBuilder | |
| return | void | |
public void TestRecognize()
{
LenetClassifier classifier = new LenetClassifier();
classifier.Load(networkFileName);
StringBuilder sbout;
classifier.GetStdout(out sbout);
Console.Write(sbout);
DoTestRecognize(classifier);
}
public void TestTrainSimple()
{
// create lenet
LenetClassifier classifier = new LenetClassifier();
classifier.Set("junk", 0); // disable junk
classifier.SetExtractor("scaledfe");
classifier.Initialize(classesNums);
StringBuilder sbout;
classifier.GetStdout(out sbout);
Console.Write(sbout);
// load RowDataset8 from file
RowDataset8 ds = new RowDataset8();
ds.Load(trainDatasetFileName);
// do train
classifier.Set("epochs", 3);
classifier.XTrain(ds);
// save classifier to file
classifier.Save(trainNetworkFileName);
// test recognize
DoTestRecognize(classifier);
}