def __init__(self, haar_filters, data, labels, num_chosen_wc, num_bins, visualizer, num_cores, style): self.filters = haar_filters self.data = data self.labels = labels self.num_chosen_wc = num_chosen_wc self.num_bins = num_bins self.visualizer = visualizer self.num_cores = num_cores self.style = style self.chosen_wcs = None if style == 'Ada': self.weak_classifiers = [Ada_Weak_Classifier(i, filt[0], filt[1], self.num_bins)\ for i, filt in enumerate(self.filters)] elif style == 'Real': self.weak_classifiers = [Real_Weak_Classifier(i, filt[0], filt[1], self.num_bins)\ for i, filt in enumerate(self.filters)]