private static void testAdaBoost(int features) {
Vector<IntegralImage> falseSet = new Vector<IntegralImage>();
Vector<IntegralImage> trueSet = new Vector<IntegralImage>();
{
File noDirectory = new File("C:/Users/BOOBIES/Desktop/trainingData/no");
File yesDirectory = new File("C:/Users/BOOBIES/Desktop/trainingData/yes");
System.out.println("no directory = " + noDirectory);
System.out.println("yes directory = " + yesDirectory);
loadGifsAtDirectoryIntoVector(falseSet, noDirectory);
loadGifsAtDirectoryIntoVector(trueSet, yesDirectory);
}
System.out.println("Gifs loaded!\t\t\ttrue:" + trueSet.size() + " false:" + falseSet.size());
ViolaJones vj = new ViolaJones();
Vector<HaarFeature> allFeatures = vj.getHaarFeatures();
System.out.println("Generated all features!\t\tcount:" + allFeatures.size());
AdaBoost boost = new AdaBoost();
Vector<HaarFeature> bestFeatures =
boost.startTraining(trueSet, falseSet, allFeatures, features);
HaarFeatureChain chain = new HaarFeatureChain();
chain.save(bestFeatures);
System.out.println("dun learnin!! Wow!");
}
private static void testStaticFeatureList() {
Vector<IntegralImage> falseSet = new Vector<IntegralImage>();
Vector<IntegralImage> trueSet = new Vector<IntegralImage>();
{
File noDirectory = new File("C:/Users/BOOBIES/Desktop/trainingData/no");
File yesDirectory = new File("C:/Users/BOOBIES/Desktop/trainingData/yes");
System.out.println("no directory = " + noDirectory);
System.out.println("yes directory = " + yesDirectory);
loadGifsAtDirectoryIntoVector(falseSet, noDirectory);
loadGifsAtDirectoryIntoVector(trueSet, yesDirectory);
}
HaarFeatureChain hfc = new HaarFeatureChain();
Vector<HaarFeature> features = hfc.load();
System.out.println("\ntest " + trueSet.size() + " positives!");
testTargetFeaturesAgainstImages(features, trueSet);
System.out.println("\ntest " + falseSet.size() + " negatives!");
testTargetFeaturesAgainstImages(features, falseSet);
}