Not sure if you mean Fully Connected Network or Fully Convolutional Network?
For the first one, it should be easy to do from the regression example (adding more linear + non linearityies).
For the second one, I don’t think we have an example doing just that. But maybe the super resolution and fast neural style are a starting point?