We interpret a 2D object as a 3D one by inferring the information we cannot see directly.

We interpret a 3D object as a 3D one when it is partially occluded.

We interpret a 2D object as a 3D one because it is unlikely to be anything else.

We interpret a 3D object as a 2D one because we can only see one face, which is an improbable view.