public Ptype.Mutable BuildPrototype(IBuildPrototypeArgs args)
{
Examples eargs = args.Examples;
List <Bitmap> positives = eargs.Positives;
List <Bitmap> negatives = eargs.Negatives;
Bitmap feature = Utils.CombineBitmapsAndMakeDifferencesTransparent(positives);
foreach (Bitmap neg in negatives)
{
if (Utils.MatchesIgnoringTransparentPixels(feature, neg))
{
return(null);
}
}
Dictionary <string, Bitmap> dict = new Dictionary <string, Bitmap>();
dict.Add("part", feature);
try {
return(new Ptype.Mutable(dict, new Dictionary <String, Region>()));
} catch {
return(null);
}
}
/// <summary>
/// Parameterizes a prototype using a branch and bound search algorithm.
/// </summary>
/// <param name="positives">Positive example bitmaps</param>
/// <param name="negatives">Negative example bitmaps</param>
/// <returns></returns>
public Ptype.Mutable BuildPrototype(IBuildPrototypeArgs args)
{
Examples eargs = args.Examples;
IEnumerable <Bitmap> positives = eargs.Positives;
IEnumerable <Bitmap> negatives = eargs.Negatives;
Dictionary <string, Part> parts = _partGetter.GetParts(positives, negatives);
IEnumerable <Constraint> constraints = _constraintGetter.GetConstraints(parts, positives, negatives);
State state = new State(parts, constraints, positives, negatives);
//Run an initial constraint propagation to reduce the branching factor
AC_3(false, constraints);
return(Search(state));
}
public Ptype.Mutable BuildPrototype(IBuildPrototypeArgs args)
{
Examples eargs = args.Examples;
List<Bitmap> positives = eargs.Positives;
List<Bitmap> negatives = eargs.Negatives;
Bitmap feature = Utils.CombineBitmapsAndMakeDifferencesTransparent(positives);
foreach (Bitmap neg in negatives)
{
if (Utils.MatchesIgnoringTransparentPixels(feature, neg))
return null;
}
Dictionary<string, Bitmap> dict = new Dictionary<string,Bitmap>();
dict.Add("part", feature);
try {
return new Ptype.Mutable(dict, new Dictionary<String, Region>());
} catch{
return null;
}
}
/// <summary>
/// Parameterizes a prototype using a branch and bound search algorithm.
/// </summary>
/// <param name="positives">Positive example bitmaps</param>
/// <param name="negatives">Negative example bitmaps</param>
/// <returns></returns>
public Ptype.Mutable BuildPrototype(IBuildPrototypeArgs args)
{
Examples eargs = args.Examples;
IEnumerable<Bitmap> positives = eargs.Positives;
IEnumerable<Bitmap> negatives = eargs.Negatives;
Dictionary<string, Part> parts = _partGetter.GetParts(positives, negatives);
IEnumerable<Constraint> constraints = _constraintGetter.GetConstraints(parts, positives, negatives);
State state = new State(parts, constraints, positives, negatives);
//Run an initial constraint propagation to reduce the branching factor
AC_3(false, constraints);
return Search(state);
}
