public static HDlClassifier Deserialize(Stream stream)
{
HDlClassifier hdlClassifier = new HDlClassifier();
hdlClassifier.DeserializeDlClassifier(HSerializedItem.Deserialize(stream));
return(hdlClassifier);
}
public HDlClassifier Clone()
{
HSerializedItem serializedItemHandle = this.SerializeDlClassifier();
HDlClassifier hdlClassifier = new HDlClassifier();
hdlClassifier.DeserializeDlClassifier(serializedItemHandle);
serializedItemHandle.Dispose();
return(hdlClassifier);
}
internal static int LoadNew(IntPtr proc, int parIndex, int err, out HDlClassifier[] obj)
{
HTuple tuple;
err = HTuple.LoadNew(proc, parIndex, err, out tuple);
obj = new HDlClassifier[tuple.Length];
for (int index = 0; index < tuple.Length; ++index)
{
obj[index] = new HDlClassifier(tuple[index].IP);
}
return(err);
}
/// <summary>
/// Infer the class affiliations for a set of images using the deep-learning-based classifier.
/// Modified instance represents: Handle of the deep learning classification results.
/// </summary>
/// <param name="images">Tuple of input images.</param>
/// <param name="DLClassifierHandle">Handle of the deep-learning-based classifier.</param>
public HDlClassifierResult(HImage images, HDlClassifier DLClassifierHandle)
{
IntPtr proc = HalconAPI.PreCall(2102);
HalconAPI.Store(proc, 1, (HObjectBase)images);
HalconAPI.Store(proc, 0, (HTool)DLClassifierHandle);
HalconAPI.InitOCT(proc, 0);
int err = HalconAPI.CallProcedure(proc);
int procResult = this.Load(proc, 0, err);
HalconAPI.PostCall(proc, procResult);
GC.KeepAlive((object)this);
GC.KeepAlive((object)images);
GC.KeepAlive((object)DLClassifierHandle);
}
/// <summary>
/// Perform a training step of a deep-learning-based classifier on a batch of images.
/// Modified instance represents: Handle of the training results from the deep-learning-based classifier.
/// </summary>
/// <param name="batchImages">Images comprising the batch.</param>
/// <param name="DLClassifierHandle">Handle of the deep-learning-based classifier.</param>
/// <param name="batchLabels">Corresponding labels for each of the images. Default: []</param>
public HDlClassifierTrainResult(
HImage batchImages,
HDlClassifier DLClassifierHandle,
HTuple batchLabels)
{
IntPtr proc = HalconAPI.PreCall(2131);
HalconAPI.Store(proc, 1, (HObjectBase)batchImages);
HalconAPI.Store(proc, 0, (HTool)DLClassifierHandle);
HalconAPI.Store(proc, 1, batchLabels);
HalconAPI.InitOCT(proc, 0);
int err = HalconAPI.CallProcedure(proc);
HalconAPI.UnpinTuple(batchLabels);
int procResult = this.Load(proc, 0, err);
HalconAPI.PostCall(proc, procResult);
GC.KeepAlive((object)this);
GC.KeepAlive((object)batchImages);
GC.KeepAlive((object)DLClassifierHandle);
}
internal static int LoadNew(IntPtr proc, int parIndex, int err, out HDlClassifier obj)
{
obj = new HDlClassifier(HTool.UNDEF);
return(obj.Load(proc, parIndex, err));
}