static async Task Main(string[] args)
{
Console.Title = ".NET Marion Kart Bot";
Console.WriteLine("Waiting for 5 sec in order to prepare the game window!");
await Task.Delay(5000);
///*** generate training data ***
/// simple play Mario game while the application is running
/// the app will automatically collect training data
/// N64 emulator must be in top left corner with 800x640 resolution
/// In case N64 emulator is not running no data is generating
//uncomment this line to generate training data
await GenerateData.Start();
//***teach Mario to drive Kart by train LSTM RNN model***
//uncomment this line to train Mario usually do that on GPU
//run this line in case you have GPU compatible graphic card
//CNTKDeepNN.Train(DeviceDescriptor.GPUDevice(0));
//run this in case you dont have GPU
//CNTKDeepNN.Train(DeviceDescriptor.CPUDevice);
//*****play a game****
//uncomment those three lines to play game with RNN model
//var dev = DeviceDescriptor.CPUDevice;
//MarioKartPlay.LoadModel("../../../../training/mario_kart_modelv1", dev);
//MarioKartPlay.PlayGame(dev);
}
public static void PlayGame(DeviceDescriptor device)
{
////test for image show
//var wnd = new ImgWnd();
////show image dialog from different thread
//Task mytask = Task.Run(() => { wnd.ShowDialog(); });
Task.Delay(2000).Wait();
//wait for quit key
while (!(Console.KeyAvailable && Console.ReadKey(true).Key == ConsoleKey.Escape))
{
//capture image at specific location and size
var rec = new Rectangle()
{
X = GenerateData.m_ImageX, Y = GenerateData.m_ImageY, Width = GenerateData.m_ImageWidth, Height = GenerateData.m_ImageHeight
};
var b = GenerateData.Capture(rec);
//process Image
//var b1 = GenerateData.ResizeAndGray(b, true);
//wnd.LoadImage(b1);
var retValue = GenerateData.ResizeAndCHWExctraction(b, true).ToArray();
Play(retValue, device);
}
}