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GFPGAN integration and many other features
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,115 @@ | ||
| using System; | ||
| using System.Collections.Generic; | ||
| using System.Diagnostics; | ||
| using System.Drawing; | ||
| using System.IO; | ||
| using System.Linq; | ||
| using System.Text; | ||
| using System.Threading.Tasks; | ||
| using System.Windows.Forms; | ||
|
|
||
| namespace SDToolkit | ||
| { | ||
| class FaceRestoration | ||
| { | ||
| public static void RestoreWithGFPGAN(Generator.GeneratorConfig config, string[] images) | ||
| { | ||
| var outputNames = new string[images.Length]; | ||
| for (var i = 0; i < images.Length; i++) | ||
| { | ||
| outputNames[i] = DateTimeOffset.Now.ToUnixTimeSeconds().ToString() + "_" + i + ".png"; | ||
| } | ||
|
|
||
| var inputs = "GFPGAN\\inputs\\temp"; | ||
| if (Directory.Exists(inputs)) | ||
| { | ||
| Directory.Delete(inputs, true); | ||
| } | ||
| Directory.CreateDirectory(inputs); | ||
| for (var i = 0; i < images.Length; i++) | ||
| { | ||
| var image = images[i]; | ||
| File.Copy(image, inputs + "\\" + outputNames[i]); | ||
| } | ||
|
|
||
| var process = new Process | ||
| { | ||
| StartInfo = new ProcessStartInfo | ||
| { | ||
| FileName = "cmd.exe", | ||
| RedirectStandardInput = true, | ||
| UseShellExecute = false, | ||
| CreateNoWindow = true, | ||
| RedirectStandardOutput = true, | ||
| RedirectStandardError = true, | ||
| WorkingDirectory = Generator.WorkingDirectory, | ||
| }, | ||
| EnableRaisingEvents = true, | ||
| }; | ||
|
|
||
| process.Exited += (s, e) => | ||
| { | ||
| if (config.GenerateButton.InvokeRequired) | ||
| { | ||
| config.GenerateButton.Invoke(new MethodInvoker(delegate () | ||
| { | ||
| if (config.UseGFPGANandVideo2x) | ||
| { | ||
| config.GenerateButton.Invoke(new MethodInvoker(delegate () | ||
| { | ||
| config.GenerateButton.Text = "Upscaling with Video2x..."; | ||
| config.DebugTextBox.Clear(); | ||
| })); | ||
|
|
||
| Upscaler.Upscale(config, images); | ||
| return; | ||
| } | ||
|
|
||
| for (var i = 0; i < images.Length; i++) | ||
| { | ||
| var image = images[i]; | ||
| var pictureBox = config.PictureBoxes[i]; | ||
| pictureBox.Image = Image.FromFile("GFPGAN\\results\\restored_imgs\\" + outputNames[i]); | ||
| } | ||
| config.GenerateButton.Text = "Generate"; | ||
|
|
||
| config.GenerateButton.Enabled = true; | ||
|
|
||
| config.DebugTextBox.Clear(); | ||
| config.ProgressBar.Value = 0; | ||
| })); | ||
| } | ||
| }; | ||
|
|
||
| process.OutputDataReceived += (s, e) => | ||
| { | ||
| Console.WriteLine(e.Data); | ||
| Generator.PrintToDebug(config.DebugTextBox, e.Data); | ||
| }; | ||
| process.ErrorDataReceived += (s, e) => | ||
| { | ||
| Console.WriteLine(e.Data); | ||
| Generator.PrintToDebug(config.DebugTextBox, e.Data); | ||
| }; | ||
| process.Start(); | ||
| process.BeginErrorReadLine(); | ||
| process.BeginOutputReadLine(); | ||
|
|
||
| using (var sw = process.StandardInput) | ||
| { | ||
| if (sw.BaseStream.CanWrite) | ||
| { | ||
| var scale = config.Upscale; | ||
| if (config.UseGFPGANandVideo2x) | ||
| { | ||
| scale = 2; | ||
| } | ||
| sw.WriteLine("conda\\Scripts\\activate.bat"); | ||
| sw.WriteLine("activate"); | ||
| sw.WriteLine("cd GFPGAN"); | ||
| sw.WriteLine("python inference_gfpgan.py -i inputs/temp -o results -v 1.3 -s " + scale); | ||
| } | ||
| } | ||
| } | ||
| } | ||
| } |
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