  Several representations of geometric shapes involve quotients of mapping
spaces. The projection onto the quotient space defines two sub-bundles of the
tangent bundle, called the horizontal and vertical bundle. We investigate in
these notes the sub-Riemannian geometries of these bundles. In particular, we
show for a selection of bundles which naturally occur in applications that they
are either bracket generating or integrable.
