Initial

2024-10-21 16:37:59 -04:00
commit 2ed8568776
40 changed files with 44494 additions and 0 deletions
--- a/Program.cs
+++ b/Program.cs
@@ -0,0 +1,167 @@
+using System;
+using System.IO;
+using MarketData.CNNProcessing;
+using MarketData.Utils;
+
+namespace CNNImageProcessor
+{
+  class Program
+  {
+
+// **************************************************************************************************************************************************
+// **************************************************************************************************************************************************
+
+    // You will then need to copy this data to C:\DeepLearningImageTests\DeepLearningImageData\Data
+    public static void GenerateImageData()
+    {
+      GenerateImageData(@"C:\DeepLearningImageTests\DeepLearningImageData\RawData0",@"c:\DeepLearningImageTests\DeepLearningImageData\Data\0");
+      GenerateImageData(@"C:\DeepLearningImageTests\DeepLearningImageData\RawData1",@"c:\DeepLearningImageTests\DeepLearningImageData\Data\1");
+    }
+
+    public static void GenerateImageData(String inputFolder,String destinationFolder)
+    {
+      ImageHelper imageHelper = new ImageHelper();
+      String[] files = Directory.GetFiles(inputFolder, "*.jpg");
+      foreach (String file in files)
+      {
+        try
+        {
+          String fileName = Path.GetFileName(file);
+          String pathFileName = destinationFolder + @"\" + fileName;
+          String pathFileNameL = destinationFolder + @"\" + Utility.BetweenString(fileName,null,".")+"L.jpg";
+          String pathFileNameR = destinationFolder + @"\" + Utility.BetweenString(fileName,null,".")+"R.jpg";
+          String pathFileNameU = destinationFolder + @"\" + Utility.BetweenString(fileName,null,".")+"U.jpg";
+          String pathFileNameB1 = destinationFolder + @"\" + Utility.BetweenString(fileName,null,".")+"B1.jpg";
+          String pathFileNameB2 = destinationFolder + @"\" + Utility.BetweenString(fileName,null,".")+"B2.jpg";
+          String pathFileNameB3 = destinationFolder + @"\" + Utility.BetweenString(fileName,null,".")+"B3.jpg";
+          String pathFileNameB4 = destinationFolder + @"\" + Utility.BetweenString(fileName,null,".")+"B4.jpg";
+
+          Console.WriteLine(String.Format("Reading {0}", file));
+          imageHelper.LoadImage(file);
+          imageHelper.Resize(128, 128);
+
+          ImageHelper bmpLeft=new ImageHelper(imageHelper);
+          ImageHelper bmpRight=new ImageHelper(imageHelper);
+          ImageHelper bmpUDown=null;
+          bmpLeft.RotateLeft();
+          bmpRight.RotateRight();
+          bmpUDown=new ImageHelper(bmpRight);
+          bmpUDown.RotateRight();
+
+          //bmpLeft.ToGrayScale();
+          //bmpRight.ToGrayScale();
+          //bmpUDown.ToGrayScale();
+          //imageHelper.ToGrayScale();
+
+          imageHelper.Save(pathFileName);
+          bmpLeft.Save(pathFileNameL);
+          bmpRight.Save(pathFileNameR);
+          bmpUDown.Save(pathFileNameU);
+
+          ImageHelper bmpBlur1=new ImageHelper(imageHelper);
+          ImageHelper bmpBlur2=new ImageHelper(bmpLeft);
+          ImageHelper bmpBlur3=new ImageHelper(bmpRight);
+          ImageHelper bmpBlur4=new ImageHelper(bmpUDown);
+          bmpBlur1.Blur(1);
+          bmpBlur2.Blur(1);
+          bmpBlur3.Blur(1);
+          bmpBlur4.Blur(1);
+          bmpBlur1.Save(pathFileNameB1);
+          bmpBlur2.Save(pathFileNameB2);
+          bmpBlur3.Save(pathFileNameB3);
+          bmpBlur4.Save(pathFileNameB4);
+
+        }
+        catch (Exception exception)
+        {
+          Console.WriteLine(exception.ToString());
+        }
+      }
+    }
+
+    public static void TestCNN()
+    {
+        ImageHelper imageHelper = null;
+        Stream stream = null;
+
+        String sourceFolder = @"C:\DeepLearningImageTests\DeepLearningImageData\Validation";
+        String[] files = Directory.GetFiles(sourceFolder,"*.jpg");
+
+        foreach(String file in files)
+        {
+          imageHelper=new ImageHelper();
+          imageHelper.LoadImage(file);
+          stream = imageHelper.ToStream();
+          CNNClient cnnClient = new CNNClient("http://10.0.0.73:5000");
+          String result = cnnClient.Predict(CNNClient.Model.vgg16,stream);
+          Console.WriteLine(String.Format("Result:{0} File:{1}",result,file));
+        }
+    }
+
+    public static void ProcessImage()
+    {
+      ImageHelper imageHelper=new ImageHelper();
+      imageHelper.LoadImage(@"C:\DeepLearningImageTests\DeepLearningImageData\RawData0\00de4729-6aa9-465e-906b-4c92bc24f7a9.jpg");
+      Stream stream = imageHelper.ToStream();
+      CNNClient cnnClient = new CNNClient("http://10.0.0.73:5000");
+      Stream result = cnnClient.ProcessImage(stream);
+      imageHelper.LoadImage(stream);
+      imageHelper.Save(@"c:\2\image.jpg");
+    }
+
+    public static void CreateValidationImages(String sourcePath, String destinationPath)
+    {
+      String[] files = Directory.GetFiles(sourcePath,"*.jpg");
+      foreach(String file in files)
+      {
+        Console.WriteLine($"Processing {file}");
+        ImageHelper imageHelper=new ImageHelper();
+        imageHelper.LoadImage(file);
+        imageHelper.ToGrayScale();
+        imageHelper.Resize(128,128);
+        Stream stream = imageHelper.ToStream();
+        CNNClient cnnClient = new CNNClient("http://10.0.0.73:5000");
+        Stream processed = cnnClient.ProcessImage(stream);
+        imageHelper.LoadImage(processed);
+        String pureFileName = Path.GetFileName(file);
+        String saveFileName = destinationPath + @"\" + pureFileName;
+        imageHelper.Save(saveFileName);
+      }
+    }
+
+    public static void ProcessImages(String sourcePath, String destinationPath)
+    {
+      String[] files = Directory.GetFiles(sourcePath,"*.jpg");
+      foreach(String file in files)
+      {
+        Console.WriteLine($"Processing {file}");
+        ImageHelper imageHelper=new ImageHelper();
+        imageHelper.LoadImage(file);
+        imageHelper.ToGrayScale();
+        imageHelper.Resize(128,128);
+        Stream stream = imageHelper.ToStream();
+        CNNClient cnnClient = new CNNClient("http://10.0.0.73:5000");
+        Stream processed = cnnClient.ProcessImage(stream);
+        imageHelper.LoadImage(processed);
+        String pureFileName = Path.GetFileName(file);
+        String saveFileName = destinationPath + @"\" + pureFileName;
+        imageHelper.Save(saveFileName);
+      }
+    }
+
+
+
+    static void Main(string[] args)
+    {
+      //        ProcessImages(@"C:\Data\0",@"C:\DeepLearningImageTests\DeepLearningImageData\Data\0");
+      //        ProcessImages(@"C:\Data\1",@"C:\DeepLearningImageTests\DeepLearningImageData\Data\1");
+
+
+      //        GenerateImageData();
+      //        TestCNN();
+      //        ProcessImage();
+      //        CreateValidationImages(@"C:\2",@"C:\3");
+
+    }
+  }
+}