public StylizePage()
: base()
{
_stylizeGraph = new StylizeGraph();
_stylizeGraph.OnDownloadProgressChanged += onDownloadProgressChanged;
_stylizeGraph.OnDownloadCompleted += onDownloadCompleted;
OnImagesLoaded += (sender, image) =>
{
try
{
SetMessage("Please wait...");
SetImage();
Stopwatch watch = Stopwatch.StartNew();
byte[] jpeg = _stylizeGraph.StylizeToJpeg(image[0], 1);
watch.Stop();
SetImage(jpeg);
#if __MACOS__
NSImage img = new NSImage(image[0]);
var displayImage = this.GetImage();
displayImage.WidthRequest = img.Size.Width;
displayImage.HeightRequest = img.Size.Height;
#endif
SetMessage(String.Format("Stylized in {0} milliseconds.", watch.ElapsedMilliseconds));
}
catch (Exception excpt)
{
String msg = excpt.Message.Replace(System.Environment.NewLine, " ");
SetMessage(msg);
}
};
}
public StylizePage()
: base()
{
Title = "Stylize";
if (_stylizeGraph == null)
{
SessionOptions so = new SessionOptions();
if (TfInvoke.IsGoogleCudaEnabled)
{
Tensorflow.ConfigProto config = new Tensorflow.ConfigProto();
config.GpuOptions = new Tensorflow.GPUOptions();
config.GpuOptions.AllowGrowth = true;
so.SetConfig(config.ToProtobuf());
}
_stylizeGraph = new StylizeGraph(null, so);
_stylizeGraph.OnDownloadProgressChanged += onDownloadProgressChanged;
_stylizeGraph.OnDownloadCompleted += onDownloadCompleted;
_stylizeGraph.OnDownloadCompleted += (sender, e) =>
{
OnButtonClicked(sender, e);
};
}
OnImagesLoaded += (sender, image) =>
{
try
{
SetMessage("Please wait...");
SetImage();
Stopwatch watch = Stopwatch.StartNew();
byte[] jpeg = _stylizeGraph.StylizeToJpeg(image[0], 1);
watch.Stop();
SetImage(jpeg);
#if __MACOS__
NSImage img = new NSImage(image[0]);
var displayImage = this.GetImage();
displayImage.WidthRequest = img.Size.Width;
displayImage.HeightRequest = img.Size.Height;
#endif
SetMessage(String.Format("Stylized in {0} milliseconds.", watch.ElapsedMilliseconds));
}
catch (Exception excpt)
{
String msg = excpt.Message.Replace(System.Environment.NewLine, " ");
SetMessage(msg);
}
};
}
async void stylizeClicked(NSObject sender)
{
SetMessage("Please wait while we download Stylize model from internet...");
SetImage(null);
if (_stylizeGraph == null)
{
_stylizeGraph = new StylizeGraph();
_stylizeGraph.OnDownloadProgressChanged += OnDownloadProgressChanged;
//_stylizeGraph.OnDownloadCompleted += stylizeGraph_OnDownloadCompleted;
}
await _stylizeGraph.Init();
SetMessage("");
byte[] jpeg = _stylizeGraph.StylizeToJpeg("surfers.jpg", 0);
using (System.IO.Stream s = new System.IO.MemoryStream(jpeg))
{
NSImage newImg = NSImage.FromStream(s);
SetImage(newImg);
}
}
