public PairIntInt(PairIntInt p) : this(CNTKLibPINVOKE.new_PairIntInt__SWIG_2(PairIntInt.getCPtr(p)), true)
{
if (CNTKLibPINVOKE.SWIGPendingException.Pending)
{
throw CNTKLibPINVOKE.SWIGPendingException.Retrieve();
}
}
internal static global::System.Runtime.InteropServices.HandleRef getCPtr(PairIntInt obj)
{
return((obj == null) ? new global::System.Runtime.InteropServices.HandleRef(null, global::System.IntPtr.Zero) : obj.swigCPtr);
}
/// <summary>
/// Main program.
/// </summary>
static int Main(string[] args)
{
// Check input arguments.
if (args.Length < 2)
{
Console.WriteLine("Expected at least two arguments:");
Console.WriteLine(" Path to protobuf file containing model");
Console.WriteLine(" Paths to one or more image files");
return(-1);
}
// Create and initialize classifier.
Classifier classifier = new Classifier();
ErrorCode status = classifier.Init(args[0]);
if (status != ErrorCode.kSuccess)
{
Console.WriteLine("Failed to initialize classifier!");
return(-1);
}
// Load in images.
VectorImage imgs = new VectorImage();
PairIntInt img_size = classifier.ImageSize();
for (int i = 1; i < args.Length; i++)
{
Image img = new Image();
status = img.FromFile(args[i]);
if (status != ErrorCode.kSuccess)
{
Console.WriteLine("Failed to load image {0}!", args[i]);
return(-1);
}
img.Resize(img_size.first, img_size.second);
imgs.Add(img);
}
// Add images to processing queue.
foreach (var img in imgs)
{
status = classifier.AddImage(img);
if (status != ErrorCode.kSuccess)
{
Console.WriteLine("Failed to add image for processing!");
return(-1);
}
}
// Process the loaded images.
VectorClassification scores = new VectorClassification();
status = classifier.Process(scores);
if (status != ErrorCode.kSuccess)
{
Console.WriteLine("Failed to process images!");
return(-1);
}
// Display the images and print scores to console.
for (int i = 0; i < scores.Count; ++i)
{
Console.WriteLine("*******************************************");
Console.WriteLine("Fish cover scores:");
Console.WriteLine("No fish: {0}", scores[i].cover[0]);
Console.WriteLine("Hand over fish: {0}", scores[i].cover[1]);
Console.WriteLine("Fish clear: {0}", scores[i].cover[2]);
Console.WriteLine("*******************************************");
Console.WriteLine("Fish species scores:");
Console.WriteLine("Fourspot: {0}", scores[i].species[0]);
Console.WriteLine("Grey sole: {0}", scores[i].species[1]);
Console.WriteLine("Other: {0}", scores[i].species[2]);
Console.WriteLine("Plaice: {0}", scores[i].species[3]);
Console.WriteLine("Summer: {0}", scores[i].species[4]);
Console.WriteLine("Windowpane: {0}", scores[i].species[5]);
Console.WriteLine("Winter: {0}", scores[i].species[6]);
Console.WriteLine("");
imgs[i].Show();
}
return(0);
}