Deleted photos still showing on windows photostream

Today when I got on to my window photostream i found out that all my previous deleted photos from iCloud was still on there. I downloaded iCloud for windows when updating to the iTunes 12.

(Don't know if this has anything to do with Onedrive)

How can I fix this?