Is there any open source code/library that can find similar images like TinEye does?
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you can check http://stackoverflow.com/questions/843972/image-comparison-fast-algorithm – Teneff Dec 06 '11 at 16:05
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There is the google serach api http://code.google.com/apis/imagesearch/ but it is Deprecated. But that doesn't mean that you can't expect a replacement. Also doesn't meant there will be.
Yahoo also has one here
http://www.programmableweb.com/api/yahoo-image-search
Those are free. I would expect the yahoo one to stay up.
Hope that helps. Cheers -Jeremy

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