At this point major imaging, storage, and social media vendors like Dropbox, Yahoo, Facebook, Google, Pinterest, and Shutterfly have all acquired image-recognition startups, and they are pursuing the holy grail of understanding what is shown in a consumer’s photo or video so that this imagery can be automatically categorized, retrieved, equipped with content-sensitive links, or otherwise leveraged.

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