For finding duplicate images, I use VisiPics. It's a great little program and will crunch through thousands of files identifying the ones that are identical. It can also be set to identify images that are similar and many other options.
And, once it has identified the duplicates, you can go through them and decide which one(s) to delete and which one to keep. All within the program. Thoroughly recommend it.
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