protected TaskSearchSketch(PhotoSketchCBIR cbr, string sketchPath, Gender gender, int rankSize)
{
Func <Tuple <PhotoMetadata, double>, string> formatLabel = t =>
string.Format("Id: {0}, Gender: {1}, Score: {2}", t.Item1.Id, t.Item1.Gender, t.Item2);
DoWork += (s, e) =>
{
// background work compute a search
var rank = cbr.Search(sketchPath, gender, rankSize);
var images = rank.Select(r => r.Item1.AbsolutePath).ToArray();
var labels = rank.Select(formatLabel).ToArray();
e.Result = Tuple.Create(images, labels);
};
RunWorkerCompleted += (s, e) => OnSearchCompleted.Invoke(this, e.Result as Tuple <string[], string[]>);
}
private static double[] CreateRecognitionCMC(PhotoSketchCBIR cbr, List <PhotoMetadata> sketches, bool filterGender = true)
{
var maxRank = RANKS.Max();
var accuracies = new double[RANKS.Length];
sketches.ForEach(sketch =>
{
try
{
var ranks = cbr.Search(sketch.AbsolutePath, filterGender ? sketch.Gender : Gender.UNKNOWN, maxRank);
for (int i = 0; i < RANKS.Length; i++)
{
accuracies[i] += ranks.Take(RANKS[i]).Any(t => t.Item1.Id == sketch.Id) ? 1 : 0;
}
}
catch (Exception) { }
});
return(accuracies.Select(v => v / sketches.Count * 100d).ToArray());
}
