org.openimaj.image.objectdetection.haar.training

Class AdaBoost

java.lang.Object

org.openimaj.image.objectdetection.haar.training.AdaBoost

public class AdaBoost
extends Object

Constructor Summary

Constructors

Constructor and Description
AdaBoost()

Method Summary

Methods

Modifier and Type	Method and Description
static boolean	Classify(float[] data, List<ObjectFloatPair<StumpClassifier>> _h)
static boolean	Classify(float[] data, List<ObjectFloatPair<StumpClassifier>> _h, float threshold)
List<ObjectFloatPair<StumpClassifier>>	learn(HaarTrainingData trainingSet, int _numberOfRounds)
void	printClassificationQuality(HaarTrainingData data, List<ObjectFloatPair<StumpClassifier>> ensemble, float threshold)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

AdaBoost

public AdaBoost()

Method Detail

learn

public List<ObjectFloatPair<StumpClassifier>> learn(HaarTrainingData trainingSet,
                                           int _numberOfRounds)

printClassificationQuality

public void printClassificationQuality(HaarTrainingData data,
                              List<ObjectFloatPair<StumpClassifier>> ensemble,
                              float threshold)

Classify

public static boolean Classify(float[] data,
               List<ObjectFloatPair<StumpClassifier>> _h)

Classify

public static boolean Classify(float[] data,
               List<ObjectFloatPair<StumpClassifier>> _h,
               float threshold)