public MainMod()
{
Post("/api/inpaint", async x =>
{
Console.WriteLine("[" + DateTime.Now.ToString("HH:mm:ss.fffff") + "] Incomming request from " + this.Request.UserHostAddress);
if (this.Request.Files.Count() < 2)
{
Console.WriteLine("[" + DateTime.Now.ToString("HH:mm:ss.fffff") + $"] Error, {this.Request.Files.Count()} files found");
return("Err");
}
Bitmap BitmapImg;
var imageFile = this.Request.Files.First();
byte[] ByteImg = new byte[imageFile.Value.Length];
imageFile.Value.Read(ByteImg, 0, (int)imageFile.Value.Length);
using (MemoryStream ms = new MemoryStream(ByteImg))
BitmapImg = new Bitmap(ms);
Bitmap BitmapMask;
var maskFile = this.Request.Files.Last();
byte[] ByteMask = new byte[maskFile.Value.Length];
maskFile.Value.Read(ByteMask, 0, (int)maskFile.Value.Length);
using (MemoryStream ms = new MemoryStream(ByteMask))
BitmapMask = new Bitmap(ms);
var imageArgb = ConvertToArgbImage(BitmapImg);
var markupArgb = ConvertToArgbImage(BitmapMask);
var inpainter = new Inpainter();
var settings = new InpaintSettings
{
//MaxInpaintIterations = 15,
MaxInpaintIterations = 5, //less iterations for debugging
PatchDistanceCalculator = ImagePatchDistance.Cie76
};
Image finalResult = null;
inpainter.IterationFinished += (sender, eventArgs) =>
{
Bitmap iterationResult = eventArgs.InpaintedLabImage
.FromLabToRgb()
.FromRgbToBitmap();
finalResult = iterationResult;
Console.WriteLine("[" + DateTime.Now.ToString("HH:mm:ss.fffff") + "] call on inpainter.IterationFinished"); //Debugging
};
await Task.Factory.StartNew(() => inpainter.Inpaint(imageArgb, markupArgb, settings));
Console.WriteLine("[" + DateTime.Now.ToString("HH:mm:ss.fffff") + "] Processing finished");
finalResult.Save(@"..\..\TESTAPP.PNG"); //Debugging
Stream stream = new MemoryStream(finalResult.GetBytes());
//return this.Response.FromStream(stream, "image/png");
return(Convert.ToBase64String(finalResult.GetBytes())); //this does the job ¯\_(ツ)_/¯
});
Get("/", _ => View["TestWebsite/index"]);
}
private async void OnInpaint(object s, EventArgs e)
{
btnInpaint.Enabled = false;
var imageArgb = ConvertToArgbImage((Bitmap)pbMarkup.Image);
var markupArgb = ConvertToArgbImage((Bitmap)pbMarkup.RemoveMarkup);
var markupArea = markupArgb.FromArgbToArea2D();
if (markupArea.IsEmpty)
{
MessageBox.Show("No area to remove!");
}
else
{
var inpainter = new Inpainter();
var settings = new InpaintSettings
{
MaxInpaintIterations = 15,
PatchDistanceCalculator = ImagePatchDistance.Cie76
};
inpainter.IterationFinished += (sender, eventArgs) =>
{
pbMarkup.Image = eventArgs.InpaintedLabImage
.FromLabToRgb()
.FromRgbToBitmap();
};
await Task.Factory.StartNew(() => inpainter.Inpaint(imageArgb, markupArgb, settings));
MessageBox.Show("Finished");
}
btnInpaint.Enabled = true;
}
static void Main(string[] args)
{
var watch = System.Diagnostics.Stopwatch.StartNew();
const string imagesPath = "../../../../images";
const string outputPath = "../../../out";
string resultPath = Path.Combine(outputPath, "result.png");
const string imageName = "t067.jpg";
const string markupName = "m067.png";
var donorNames = new string [0];// { "d0231.png", "d0612.png" };
if (!Directory.Exists(outputPath))
{
Directory.CreateDirectory(outputPath);
}
// open an image and an image with a marked area to inpaint
var imageArgb = OpenArgbImage(Path.Combine(imagesPath, imageName));
var markupArgb = OpenArgbImage(Path.Combine(imagesPath, markupName));
var donors = new List <ZsImage>();
if (donorNames.Any())
{
donors.AddRange(donorNames.Select(donorName => OpenArgbImage(Path.Combine(imagesPath, donorName))));
}
var inpainter = new Inpainter();
inpainter.IterationFinished += (sender, eventArgs) =>
{
Console.WriteLine($"Level:{eventArgs.LevelIndex}\tIteration: {eventArgs.InpaintIteration}");
eventArgs.InpaintedLabImage
.FromLabToRgb()
.FromRgbToBitmap()
.CloneWithScaleTo(imageArgb.Width, imageArgb.Height, InterpolationMode.HighQualityBilinear)
.SaveTo(Path.Combine(outputPath, $"r{eventArgs.LevelIndex}_{eventArgs.InpaintIteration}.png"), ImageFormat.Png);
};
Console.WriteLine($"Begin processing ...");
var result = inpainter.Inpaint(imageArgb, markupArgb, donors);
result
.FromArgbToBitmap()
.SaveTo(resultPath, ImageFormat.Png)
.ShowFile();
watch.Stop();
var elapsedMs = watch.ElapsedMilliseconds;
Console.WriteLine($"Done in {elapsedMs}ms");
}
public MainMod()
{
// initialize default settings
ApiSettings.Initialize();
Post("/api/inpaint", async x =>
{
try
{
Console.WriteLine("[" + DateTime.Now.ToString("HH:mm:ss.fffff") + "] Incomming request from " + this.Request.UserHostAddress);
if (this.Request.Files.Count() < 2)
{
Console.WriteLine("[" + DateTime.Now.ToString("HH:mm:ss.fffff") + $"] Error, {this.Request.Files.Count()} files found");
return("Err");
}
Bitmap BitmapImg = null, BitmapMask = null;
var donors = new List <ZsImage>();
foreach (var file in this.Request.Files)
{
Bitmap tempBitmap;
byte[] ByteImg = new byte[file.Value.Length];
file.Value.Read(ByteImg, 0, (int)file.Value.Length);
using (MemoryStream ms = new MemoryStream(ByteImg))
tempBitmap = new Bitmap(ms);
if (BitmapImg == null)
{
BitmapImg = tempBitmap;
}
else if (BitmapMask == null)
{
BitmapMask = tempBitmap;
}
else
{
donors.Add(tempBitmap.ToArgbImage());
}
}
var imageArgb = ConvertToArgbImage(BitmapImg);
var markupArgb = ConvertToArgbImage(BitmapMask);
var inpainter = new Inpainter();
// Convert body request to settings
ApiSettings userSettings = new ApiSettings();
try
{
//Console.WriteLine(Request.B .Form['body']);
var data = this.Request.Form["body"];
if (data != null)
{
userSettings = JsonConvert.DeserializeObject <ApiSettings>(data);
}
}
catch (Exception e)
{
Console.WriteLine(e.ToString());
}
// Now merge then, giving priority to the default
if (userSettings.InpaintSettings.PatchSize > ApiSettings._Instance.InpaintSettings.PatchSize)
{
userSettings.InpaintSettings.PatchSize = ApiSettings._Instance.InpaintSettings.PatchSize;
}
if (userSettings.InpaintSettings.MaxInpaintIterations > ApiSettings._Instance.InpaintSettings.MaxInpaintIterations)
{
userSettings.InpaintSettings.MaxInpaintIterations = ApiSettings._Instance.InpaintSettings.MaxInpaintIterations;
}
Image finalResult = null;
inpainter.IterationFinished += (sender, eventArgs) =>
{
Bitmap iterationResult = eventArgs.InpaintedLabImage
.FromLabToRgb()
.FromRgbToBitmap();
finalResult = iterationResult;
Console.WriteLine("[" + DateTime.Now.ToString("HH:mm:ss.fffff") + "] call on inpainter.IterationFinished (Level " + eventArgs.LevelIndex + ", Iteration " + eventArgs.InpaintIteration + ")"); //Debugging
};
await Task.Factory.StartNew(() => inpainter.Inpaint(imageArgb, markupArgb, userSettings.InpaintSettings, donors));
Console.WriteLine("[" + DateTime.Now.ToString("HH:mm:ss.fffff") + "] Processing finished");
#if DEBUG
finalResult.Save(@"..\..\TESTAPP.PNG"); //Debugging
#endif
MemoryStream stream = new MemoryStream();
finalResult.Save(stream, ImageFormat.Png);
return(Convert.ToBase64String(stream.ToArray())); //this does the job ¯\_(ツ)_/¯
}
catch (Exception ex)
{
Console.WriteLine(ex.Message);
return(null);
}
});
Get("/api/settings", async x =>
{
return(Response.AsJson <ApiSettings>(ApiSettings._Instance));
});
Get(@"/", _ =>
{
return(Response.AsFile("TestWebsite/index.html", "text/html"));
});
Get("/ping", _ => "Ping is successful");
}