As per my previous advice, if the Local Authority don't think it is an issue you will need to take your neighbour to court.
If the neighbour's house is oriented at 90 degrees to yours the fence looks like it is protecting the amenity of their rear garden.
Either way, this does not look like it stops you safely entering and leaving your driveway. I would just drop it and move on.