How is the best way to deal with duplicate photos

I am using a new retina 27" iMac 16gb ram OS X 10.10.1
Aperture 3.6
What is the best way to deal with duplicates that get in Aperture Vaults
I have used Gemini and it finds duplicates, but I have no way of telling if the original are still there.
I don't want to go through 15000 photos to try to find the duplicate.
Thanks Charlie

You mean - one image in a vault, one in a library? Or duplicates in the same library?
Photo Sweeper can scan several libraries or folders at the same time and display the duplicates side by side to let you pick which to keep. You can define rules to mark photos for automatic deletion as well.
http://overmacs.com/photosweeper.html

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