Abstract It is shown that understanding the three dimensional objects depicted in the orthographic views employed in engineering drawings can be achieved by solving a sequence of three consistent labeling problems. The constraints used in the engineering drawings are stated, the translation to the constraints of the consistent labeling problems are given, and the computer solution is illustrated by the execution of an appropriate tree search.