private static void FillPoints(eTypeOFImage typeOfImage, ref MeshHolder[] meshpoints)
{
string[] s1MeshFiles;
s1MeshFiles = Directory.GetFiles(dictPaths[typeOfImage], "*.txt");
meshpoints = new MeshHolder[s1MeshFiles.Length];
for (int jj = 0; jj < s1MeshFiles.Length; jj++)
{
meshpoints[jj] = new MeshHolder();
meshpoints[jj].meshList = new List <PointOnGrid>();
meshpoints[jj].FileName = s1MeshFiles[jj];
LoadMeshFile(s1MeshFiles[jj], ref meshpoints[jj].meshList);
}
}
private void SaveToImage(eTypeOFImage typeofimage, ref ushort[,] InputEOSArray, string FileNum)
{
string localPath = AppDomain.CurrentDomain.BaseDirectory;
string resultsRawPath = localPath + "Results_" + TimeOfRun + "\\Raw" + Settings.ImagePaths[typeofimage];
Bitmap bmp;
BitmapSource bmpSourceGray;
if (!Directory.Exists(resultsRawPath))
{
Directory.CreateDirectory(resultsRawPath);
}
string resultsBMPPath = localPath + "\\Results_" + TimeOfRun + "\\Bmp" + Settings.ImagePaths[typeofimage];
if (!Directory.Exists(resultsBMPPath))
{
Directory.CreateDirectory(resultsBMPPath);
}
string resultsPNGPath = localPath + "\\Results_" + TimeOfRun + "\\PNG" + Settings.ImagePaths[typeofimage];
if (!Directory.Exists(resultsPNGPath))
{
Directory.CreateDirectory(resultsPNGPath);
}
int Width = InputEOSArray.GetLength(1);
int Height = InputEOSArray.GetLength(0);
bmpSourceGray = Utils.ArrayToGrayBitmap(EOSArray);
bmpSourceGray.SaveTo16bPNG(resultsPNGPath + "img_" + FileNum + ".png");
bmp = Utils.ArrayToBitmap(EOSArray, palette);
bmp.Save(resultsBMPPath + "img_" + FileNum + ".bmp", ImageFormat.Bmp);
byte[] by1EOSArray = new byte[EOSArray.Length * sizeof(ushort)];
Buffer.BlockCopy(EOSArray, 0, by1EOSArray, 0, by1EOSArray.Length);
File.WriteAllBytes(resultsRawPath + Width + "x" + Height + "_img_" + FileNum + ".raw", by1EOSArray);
}
private void GenerateShape(ref int GlobalFrmCnt, int ii, eTypeOFImage eType)
{
string sConsoleMessage = null;
baseShape shape = null;
List <LabelData> localLabelsList = null;
string sOriginaleFileName = "na";
MeshHolder meshHolder;
double ratio = 1;
switch (eType)
{
case eTypeOFImage.TestEng:
sConsoleMessage = "Created Engine for Test image ";
//shape = new Cylinder(Settings.Geometries.GetEngRandomH(), Settings.Geometries.GetEngRandomW());
meshHolder = Settings.TestEngMeshPoints.RandomIndex();
shape = new ComplexShape(meshHolder.meshList, Settings.Temperatures.EngTemp, eShape.Engine);
sOriginaleFileName = meshHolder.FileName;
localLabelsList = lstLabelsTest;
ratio = (1 - Settings.TrainValidateRatio);
break;
case eTypeOFImage.TestRV:
sConsoleMessage = "Created RV for Test image ";
meshHolder = Settings.TestRVMeshPoints.RandomIndex();
shape = new ComplexShape(meshHolder.meshList, Settings.Temperatures.RvTemp, eShape.RV);
sOriginaleFileName = meshHolder.FileName;
localLabelsList = lstLabelsTest;
ratio = (1 - Settings.TrainValidateRatio);
break;
case eTypeOFImage.TrainingEng:
sConsoleMessage = "Created Engine for Training image ";
meshHolder = Settings.TrainEngMeshPoints.RandomIndex();
shape = new ComplexShape(meshHolder.meshList, Settings.Temperatures.EngTemp, eShape.Engine);
//shape = new Cylinder(Settings.Geometries.GetEngRandomH(), Settings.Geometries.GetEngRandomW());
sOriginaleFileName = meshHolder.FileName;
localLabelsList = lstLabelsTraining;
ratio = Settings.TrainValidateRatio;
break;
case eTypeOFImage.TrainingRV:
sConsoleMessage = "Created RV for Training image ";
//shape = new Conus(Settings.Geometries.GetRVRandomH(), Settings.Geometries.GetRVRandomW());
meshHolder = Settings.TrainRVMeshPoints.RandomIndex();
shape = new ComplexShape(Settings.TrainRVMeshPoints.RandomIndex().meshList, Settings.Temperatures.RvTemp, eShape.RV);
sOriginaleFileName = meshHolder.FileName;
localLabelsList = lstLabelsTraining;
ratio = Settings.TrainValidateRatio;
break;
case eTypeOFImage.ValidationEng:
sConsoleMessage = "Created Engine for Validation image ";
//shape = new Cylinder(Settings.Geometries.GetEngRandomH(), Settings.Geometries.GetEngRandomW());
meshHolder = Settings.ValidateEngMeshPoints.RandomIndex();
shape = new ComplexShape(meshHolder.meshList, Settings.Temperatures.EngTemp, eShape.Engine);
sOriginaleFileName = meshHolder.FileName;
localLabelsList = lstLabelsTraining;
ratio = (1 - Settings.TrainValidateRatio);
break;
case eTypeOFImage.ValidationRV:
sConsoleMessage = "Created RV for Validation image ";
//shape = new Conus(Settings.Geometries.GetRVRandomH(), Settings.Geometries.GetRVRandomW());
meshHolder = Settings.ValidateRVMeshPoints.RandomIndex();
shape = new ComplexShape(meshHolder.meshList, Settings.Temperatures.RvTemp, eShape.RV);
sOriginaleFileName = meshHolder.FileName;
localLabelsList = lstLabelsTraining;
ratio = (1 - Settings.TrainValidateRatio);
break;
}
if (shape != null && sConsoleMessage != null)
{
Random rnd = new Random(DateTime.UtcNow.Millisecond);
shape.Scale(Settings.ScaleFactors.Scale * rnd.NextDouble() + Settings.ScaleFactors.Offset);
//dirty hack, i rely on the fact that only ComplexShape implements 2 arguments
shape.Rotate(rnd.Next(1, 359), rnd.Next(1, 359));
shape.Shift(rnd.Next(-5, 5), rnd.Next(-5, 5));
RectangleF rect = RectangleF.Empty;
EOSArray = new ushort[Height, Width];
//Choose random background (both real and generated)
if (rnd.Next(0, 3) > 0)
{
AddRealBackGround(ref EOSArray);
}
else
{
AddRandomBackGround(ref EOSArray);
}
shape.Render(ref EOSArray, ref rect);
DEP dep = new DEP();
RectangleF dummyRect = RectangleF.Empty;
dep.Render(ref EOSArray, ref dummyRect);
if (rect != RectangleF.Empty)
{
CreateLabel(GlobalFrmCnt, shape.GetShapeID(), rect, shape.area, localLabelsList, sOriginaleFileName);
SaveToImage(eType, ref EOSArray, GlobalFrmCnt.ToString("0000"));
Console.WriteLine(sConsoleMessage + ii + " out of " + ratio * NumberOfTotalImages);
GlobalFrmCnt++;
}
else
{
GenerateShape(ref GlobalFrmCnt, ii, eType);
}
}
}
