public override void Setup(IEvolutionState state, IParameter paramBase)
{
confMat = new double[10, 10];
imageTransformer = new ImageTransformer(0, 0, "", "");
NumOfImagesPerCategory = 100;
SuperpixelSize = 8;
NumOfClasses = 10;
NumOfFeatures = 64 * 64 / (SuperpixelSize * SuperpixelSize);
CategoryDirs = Directory.EnumerateDirectories(@"F:\Gesty\problem2\grayscale").ToArray();
currentImage = new Image <Gray, Byte> [4];
originalImage = new Image <Gray, Byte> [4];
for (int i = 0; i < 4; i++)
{
currentImage[i] = new Image <Gray, Byte>(64, 64);
originalImage[i] = new Image <Gray, Byte>(64, 64);
}
// Parameter = new SVMParameter();
//Parameter.Type = SVMType.C_SVC;
//Parameter.Kernel = SVMKernelType.POLY;
base.Setup(state, paramBase);
Input = (ProblemData)state.Parameters.GetInstanceForParameterEq(
paramBase.Push(P_DATA), null, typeof(ProblemData));
Input.Setup(state, paramBase.Push(P_DATA));
// imageTransformer.RescaleAndSaveImages();
// imageList = Directory.GetFiles(@"F:\Gesty\rescaled");
}
public override void Setup(IEvolutionState state, IParameter paramBase)
{
imageTransformer = new ImageTransformer(200, 200, @"F:\Gesty\bin", @"F:\Gesty\rescaled");
currentImage = new Image <Gray, Byte> [4];
originalImage = new Image <Gray, Byte> [4];
for (int i = 0; i < 4; i++)
{
currentImage[i] = new Image <Gray, Byte>(200, 200);
originalImage[i] = new Image <Gray, Byte>(200, 200);
}
Parameter = new SVMParameter();
Parameter.Type = SVMType.C_SVC;
Parameter.Kernel = SVMKernelType.POLY;
base.Setup(state, paramBase);
Input = (ProblemData)state.Parameters.GetInstanceForParameterEq(
paramBase.Push(P_DATA), null, typeof(ProblemData));
Input.Setup(state, paramBase.Push(P_DATA));
// imageTransformer.RescaleAndSaveImages();
// imageList = Directory.GetFiles(@"F:\Gesty\rescaled");
imageTransformer.RescaleAndRotate();
imageList = Directory.GetFiles(@"F:\Gesty\rotated");
}