public ObjectClassifier(GameObjectRepository gameObjectRepository)
{
this.gameObjectRepository = gameObjectRepository;
this.tileset = new Image <Bgr, Byte>(Properties.Resources.Tileset);
this.playerSet = new Image <Bgr, byte>(Properties.Resources.Player);
this.hogDescriptor = new HOGDescriptor(new Size(16, 16), new Size(8, 8), new Size(4, 4), new Size(8, 8));
this.svm = new SVM();
svm.SetKernel(SVM.SvmKernelType.Rbf);
svm.Type = SVM.SvmType.CSvc;
svm.C = 12.5;
svm.Gamma = 0.50625;
ComputeImagesHOGDescriptors();
TrainObjectClassifier();
}
public Engine()
{
try
{
emulatorProcess = Process.GetProcessesByName(processName).FirstOrDefault();
screen = new Screen(emulatorProcess);
gameObjectRepository = new GameObjectRepository();
objectClassifier = new ObjectClassifier(gameObjectRepository);
imageProcessor = new ImageProcessor(gameObjectRepository, objectClassifier);
input = new Input();
gameState = new GameState();
backgroundWorker = new BackgroundWorker();
backgroundWorker.DoWork += DoWork;
}
catch (Exception ex)
{
throw new Exception($"Problem initializing engine : {ex.Message}\r\n{ex.InnerException?.Message}");
}
}
public ImageProcessor(GameObjectRepository gameObjectRepository, ObjectClassifier objectClassifier)
{
this.gameObjectRepository = gameObjectRepository;
this.objectClassifier = objectClassifier;
}
