/// <summary>
/// Executes a new analysis and generates new spaces
/// </summary>
public void RunAnalysisCreateNewSpaces(bool saveImages = false)
{
//Stopwatch aiStopwatch = new Stopwatch();
//aiStopwatch.Start();
Boundaries = new List <Voxel>();
var gridImage = GetStateImage256();
var analysisResult = _pix2pix.GeneratePrediction(gridImage);
var resultTexture = ProcessAnalysisResult(analysisResult);
if (saveImages)
{
string folderIN = @"D:\GitRepo\PublicParts\PP_AI_Studies\temp_en\IN\";
string folderOUT = @"D:\GitRepo\PublicParts\PP_AI_Studies\temp_en\OUT\";
ImageReadWrite.SaveImage2Path(gridImage, folderIN + "Iteration_" + _iterationCounter.ToString("D4"));
ImageReadWrite.SaveImage2Path(resultTexture, folderOUT + "Iteration_" + _iterationCounter.ToString("D4"));
_iterationCounter++;
}
PassBoundaryToList(resultTexture);
DestroySpaces();
Spaces = GenerateSpaces();
SetSpacesToConfigurableParts();
//aiStopwatch.Stop();
//var t = aiStopwatch.ElapsedMilliseconds;
}
/// <summary>
/// Condensed method to populate the grid with configurable parts and analyse it with
/// the Pix2Pix model
/// </summary>
void PopulateAndAnalyseGrid()
{
//Clean the boundaries
_boundaries = new List <Voxel>();
//populate configurables
int componentCount = _grid.ActiveVoxelsAsList().Count(v => !v.IsOccupied) / 120;
//Populate grid and get resulting texture, already upscaled
var gridImage = PopulateRandomConfigurableGetImage(componentCount);
//Analyse grid with Pix2pix
var analysisResult = _pix2pix.GeneratePrediction(gridImage);
//Post-process the analysis result texture
var resultTexture = ProcessAnalysisResult(analysisResult);
//Assign result pixels to voxel data, populating the boundaries list
PassBoundaryToList(resultTexture);
_activityLog = $"AI Message: Generated {componentCount} components";
}
