public void Jesus()
{
workspace = control.Workspaces.Add("workspace");
stream = workspace.Streams.Add("default");
blue = stream.Tools.Add("localize", ToolType.Blue) as IBlueTool;
red = stream.Tools.Add("analyze", ToolType.Red) as IRedTool;
green = stream.Tools.Add("classify", ToolType.Green) as IGreenTool;
}
private void MakeConfusionMatrix()
{
int totalGrid = classList.Count + 1; // Class Label도 있기 때문에 1개 추가
double[,] tempConfusionMatrix = new double[classList.Count, classList.Count];
Grid thisGrid;
switch (tabNumber)
{
case 0:
thisGrid = Test_Grid;
break;
case 1:
thisGrid = Train_Grid;
break;
case 2:
thisGrid = All_Grid;
break;
default:
return;
}
thisGrid.Children.Clear();
thisGrid.RowDefinitions.Clear();
thisGrid.ColumnDefinitions.Clear();
for (int gridNum = 0; gridNum < totalGrid; gridNum++)
{
ColumnDefinition tempCol = new ColumnDefinition();
thisGrid.ColumnDefinitions.Add(tempCol);
tempCol.Width = gridNum == 0 ? new GridLength(40) : new GridLength(1, GridUnitType.Star);
RowDefinition tempRow = new RowDefinition();
thisGrid.RowDefinitions.Add(tempRow);
tempRow.Height = gridNum == 0 ? new GridLength(40) : new GridLength(1, GridUnitType.Star);
}
for (int col = 0; col < totalGrid; col++)
{
for (int row = 0; row < totalGrid; row++)
{
if (row == 0 && col == 0)
{
continue;
}
if (row == 0 || col == 0)
{
TextBlock tempTextBlock = new TextBlock();
Grid.SetColumn(tempTextBlock, col);
Grid.SetRow(tempTextBlock, row);
tempTextBlock.Text = col == 0 ? classList[row - 1] : classList[col - 1];
tempTextBlock.FontWeight = FontWeights.Bold;
tempTextBlock.VerticalAlignment = VerticalAlignment.Center;
tempTextBlock.HorizontalAlignment = HorizontalAlignment.Center;
thisGrid.Children.Add(tempTextBlock);
}
else
{
string filter = MakeResultFilter(col, row);
IGreenTool tool = context.MainWindow.ToolChainViewModel.Tool as IGreenTool;
var database = tool.Database;
var tempList = database.List(filter);
int countView = tempList.Count;
tempConfusionMatrix[col - 1, row - 1] = countView;
Button tempButton = new Button();
tempButton.Content = countView;
tempButton.FontWeight = row == col ? FontWeights.Bold : FontWeights.Normal;
tempButton.Foreground = row > col ? Brushes.Blue : Brushes.Red;
if (row == col || countView == 0)
{
tempButton.Foreground = Brushes.Black;
}
tempButton.Tag = filter;
tempButton.Click += new RoutedEventHandler(ConfusionMatrixValue_Btn_Click);
tempButton.Background = Brushes.White;
tempButton.BorderThickness = new Thickness(0);
Grid.SetColumn(tempButton, col);
Grid.SetRow(tempButton, row);
thisGrid.Children.Add(tempButton);
}
}
}
confusionMatrix = tempConfusionMatrix;
}
void Run()
{
try {
ITool currentTool = context.MainWindow.ToolChain.Tool;
if (currentTool.Type == ViDi2.ToolType.Blue && ((IBlueTool)currentTool).Models.Count() > 0)
{
IBlueTool blueTool = (IBlueTool)currentTool;
IGreenTool greenTool = (IGreenTool)currentTool.Children.Add("Green", ViDi2.ToolType.Green);
IBlueRegionOfInterest blueROI = (IBlueRegionOfInterest)greenTool.RegionOfInterest;
blueROI.Model = ((IBlueTool)currentTool).Models.First();
double fsize = currentTool.Parameters.FeatureSize * 2;
blueROI.Size = new System.Windows.Size(fsize, fsize);
greenTool.Database.Process("", false);
var greenViews = greenTool.Database.List("");
var blueViews = blueTool.Database.List("");
string previousFilename = "";
using (greenTool.Database.DeferChangedSignal())
{
foreach (var blueKeyPair in blueViews)
{
if (blueKeyPair.Key.Filename != previousFilename)
{
previousFilename = blueKeyPair.Key.Filename;
var blueMarking = blueTool.Database.GetMarking(blueKeyPair.Key.Filename);
var greenMarking = greenTool.Database.GetMarking(blueKeyPair.Key.Filename);
int matchNumber = 0;
foreach (var blueView in blueMarking.Views)
{
if (blueView is ViDi2.IBlueLabeledView)
{
var labeledBlueView = (ViDi2.IBlueLabeledView)blueView;
foreach (var match in labeledBlueView.Matches)
{
char closestFeatureId = '0';
double closestDistance = Double.MaxValue;
foreach (var labeledMatch in labeledBlueView.LabeledMatches)
{
double length = (match.Position - labeledMatch.Position).Length;
if (length < closestDistance)
{
closestFeatureId = labeledMatch.Features.First().Id;
closestDistance = length;
}
}
var key = new ViewKey(blueKeyPair.Key.Filename, matchNumber);
if (closestDistance < fsize / 4)
{
greenTool.Database.Tag(key.ToFilterString(), "" + closestFeatureId);
}
else
{
greenTool.Database.Tag(key.ToFilterString(), "False positive");
}
++matchNumber;
}
}
else
{
matchNumber += blueView.Matches.Count;
}
}
}
}
}
System.Windows.MessageBox.Show("Done!");
}
else
{
System.Windows.MessageBox.Show("The current tool is not a blue tool having at least one model.");
}
}
catch (Exception e)
{
System.Windows.MessageBox.Show(e.Message);
}
}