  We introduce some notions of conditional mean dimension for a factor map
between two topological dynamical systems and discuss their properties. With
the help of these notions, we obtain an inequality to estimate the mean
dimension of an extension system. The conditional mean dimension for
$G$-extensions are computed. We also exhibit some applications in the dynamical
embedding problems.
