When the feature of a person, who does not wear glasses, is translated along this direction, the new feature may correspond to the same person but with glasses (The new image can be explicitly reconstructed using proper algorithms as shown in [9]).
by searching for many such semantic directions, we can effectively augment the training set in a way complementary to traditional data augmenting techniques.