Same problem here. I had it with my iPad 2, and now I have the same problem with my iPhone 6. Does it have something to do with iCloud settings?
I always sync my phone, then delete the pictures from the phone when prompted. New pictures always show up in duplicate when I sync to iPhoto.
My iPhoto runs verrrrrrry slow.