Automatic object recognition in images is currently tricky. Even if a computer has the help of smart algorithms and human assistants, it may not catch everything in a given scene. Google might change that soon, though; it just detailed a new detection systemthat can easily spot lots of objects in a scene, even if they're partly obscured. The key is aneural network that can rapidly refine the criteria it's looking for without requiring a lot of extra computing power. The result is a far deeper scanning system that can both identify more objects and make better guesses -- it can spot tons of items in a living room, including (according to Google's odd example) a flying cat. The technology is still young, but the internet giant sees its recognition breakthrough helping everything fromimage searches through to self-driving cars. Don't be surprised if it gets much easier to look for things online using only vaguest of terms.
I don’t review projectors. Projectors are boring. Even the good ones. They remind me of vacation slideshows and the film strips we had to watch in health class — neither of which I’m in a particular hurry to revisit in my adult life. That said, I’ve always harbored some germ of a notion that some day I might buy one, to compensate for being one of those weirdos without a TV set. There’s something undeniably appealing about a big screen TV you can break out during movie night and then stash back into the closest of your one-bedroom New York City apartment. XGIMI’s CC Aurora is the closest I’ve seen to fitting the bill — or, for that matter, being a projector that I could actually muster any reasonable amount of excitement about. From the looks of it, it’s kind of the perfect package for the apartment dweller: it’s compact, self-contained with a built-in speaker system and plays nicely with mobile devices. Clearly I’m not alone here, either. The product scored $170,000 on Indi...
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