This is Dreamland in Margate. There was a fire there a good few years ago which was quite disastrous.
I checked out what is happening with the site online when we got home and it looks like it is to become a vintage style theme park. A heritage park with old fashioned rides and side shows. I think it might be worth a look when it is finished.
And I just love the house on the hill overlooking the plot too!