In order to remove something in a photo, you have to replace it with something else (or crop off that part of the photo).
So in this case, you could replace the net with sky, but that may require 'cloning' over each individual strand...which would take forever and probably not look right in the end.
Another option would be to extract (cut out) the birds and branches and then place then onto a different background.