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CMU Algorithm Analyzes Image ... And Knows Where It Was Taken

Researchers at Carnegie Mellon University have devised the first computerized method that can analyze a single photograph and determine where in the world the image likely was taken. Its a feat made possible by searching through millions of GPS-tagged images in the Flickr online photo collection.
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