Why have deleted photos reappeared on iPhoto update

Hi,

Few months ago I spent ages going through all my old photos and deleted hundreds. I just updated iPhoto and and they are all back! I have googled this and can't find anything. Apple don't seem to want anything deleted! Sometimes find old songs I have deleted coming up on iTunes but thats another story.

Anyone have any advice on the pics?

Thanks in advance.