Remove duplicate photos from photos

I upgraded to OS 10.10.3 which then allowed me to move my library of 10,000+ photos from iPhotos to the new Apple Photos program. After I moved the library I noticed I had some duplicates in my library.  These duplicates are not from the upgrade. They were there before the move.
A year ago I used Duplicate Annihilator, a third party app, to remove the duplicates from iPhoto. It went through the iPhoto folder on my hard drive, identified the duplicates and allowed me to remove them. I cannot use this program/app now because there are no folders on my hard drive for Photos. They are all stored in iCloud.
Any suggestions on how to identify and remove duplicates on iCloud in Photos without going through my library of 10,000+ photos individually?

Not yet, but there should be one soon called PowerPhotos.

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