How to find images duplicate in multimedia

I have been using many versions of photoshop elements and edited many of my files. So now, I have a lot of duplicates, near duplicates and versions of the same photo. I think I have more 20 000 photos and they take too much space. I tried to use a remover of duplicates of files and it removed several thousand, but I still see a lot of duplicates when I run photoshop elements 11. I'm tempted to not use the organizer and rely only on a file browser. Does anyone have a solution to this mess?

Title of the message was edited by: Brett N

Tags: Photoshop

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