The Queen Love Hotel (クイーンホテル) is one of the numerous abandoned love hotels around the Tamako Lake. No wonder it has been abandoned, it’s really far from the train station, and the area isn’t that nice neither.
The first shot is actually not the Queen Love Hotel, but another one which you can see on the way.