def validate(self):
        """
        Aggregate the results from all EOPatches.
        """
        self.pixel_truth_sum = np.sum(self.pixel_truth_counts, axis=0)
        self.pixel_classification_sum = np.sum(self.pixel_classification_counts, axis=0)