A punch unit having a punch that is reciprocally driven in a punching operation; and, a die cooperating with the punch in punching a punch hole in a soft metal sheet. The landmarks can be localized on a test facial image using training facial images. Besides, the TFT includes a gate, a gate insulation layer, a source, a channel layer, and a drain. The walker apparatus includes a laterally-foldable seat.