How do I find duplicate photos in iPhoto

I have so many duplicates in iPhoto that my library files is way too large by thousands of photos. I need to find a way to weed out duplicate photos. Anyone know how?
Thanks,
Barb

Where are you seeing these duplicates?  If you're seeing them from withing the iPhoto window then you can use one of the apps listed below.
If you're seeing those "duplicate" files via the Finder then you don't have duplicates.  iPhoto will have a minimum of 2 files in it's lbrary for each file imported.  So don't relay on what you see via the Finder regarding duplicates in the iPhoto library.
T
hese applications will identify and help remove duplicate photos from an iPhoto Library:
iPhoto Library Manager - $29.95
Duplicate Annihilator - $7.95 - only app able to detect duplicate thumbnail files or faces files when an iPhoto 8 or earlier library has been imported into another.
PhotoSweeper - $9.95 - This app can search by comparing the image's bitmaps or histograms thus finding duplicates with different file names and dates.
DeCloner - $19.95 - can find duplicates in iPhoto Libraries or in folders on the HD.
DupliFinder - $7 - shows which events the photos are in.
iPhoto AppleScript to Remove Duplicates - Free
Some users have reported that PhotoSweeper did the best in finding all of the dups in their library: i photo has duplicated many photos, how...: Apple Support Communities.
If you have an iPhone and have it set to keep the normal photo when shooting HDR photos the two image files that are created will be duplicates in a manner of speaking (same image) but the only duplicate finder app that detected the iPhone HDR and normal photos as being duplicates was PhotoSweeper.  None of the other apps detected those two files as being duplicates as they look for file name as well as other attributes and the two files from the iPhone have different file names.
iPLM, however, is the most versatile and best all around iPhoto utility to have.
OT

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    iPhoto Library Manager - $29.95
    Duplicate Annihilator - $7.95 - only app able to detect duplicate thumbnail files or faces files when an iPhoto 8 or earlier library has been imported into another.
    PhotoSweeper - $9.95 - This app can search by comparing the image's bitmaps or histograms thus finding duplicates with different file names and dates.
    DeCloner - $19.95 - can find duplicates in iPhoto Libraries or in folders on the HD.
    DupliFinder - $7 - shows which events the photos are in.
    iPhoto AppleScript to Remove Duplicates - Free
    PhotoDedupo - $4.99 (App Store) -  this app has a "similar" search feature which is like PhotoSweeper's bitmap comparison.  It found all duplicates
    Duplicate Cleaner for iPhoto - free - was able to recognize the duplicated HDR and normal files from an iPhone shooting in HDR
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