Items tagged with machine learning

Advances in artificial intelligence (AI) are coming in at a rapid pace, and mobile devices seem to be the new frontier. ARM's processor architecture underpins nearly every smartphone sold today and provides the brains for countless other products in widely-varied market segments. Today, the company is looking to expand its domination of the smartphone world with a new suite of products -- Project Trillium -- that will boost machine learning and neural network operations. Taken down to the basics, Project Trillium consists of three primary components. The first is the actual machine learning processor,... Read more...
We've all been there; we get to the airport well in advance, check our bags, [hopefully] sail through the security screening process, and arrive our gate only to find that the flight has been delayed at the last minute. Sometimes it's an annoyance, but other times a cascading level of delays can cause some major headaches for your travel plans. Google, however, it looking to add a little bit more clarity for frequent travelers when it comes to flight delays – and even predict them. The company has updated its Flights app with new machine learning algorithms that to find common patterns that... Read more...
Google officially unveiled the Clips wearable camera back in October at the same time it also rolled out the high-end $999 Pixelbook and Pixel Buds earphones. If you have been waiting to get your hands on that AI-powered Clips camera and didn’t order in the early moments of availability, you will be out of luck for at least a few months. Clips cameras went fast when orders opened and as of writing, there is now a waitlist for the device. Shipping is currently pushed all the way out to March as of now, and when you go to the official Clips camera page, you can click a button and be automatically... Read more...
We all know that Microsoft has made some incredible advances in the area of artificial intelligence (AI) over the past few years. However, the software giant is taking things to the next level with new AI that was developed using a Generative Adversarial Network (GAN). Put simply, Microsoft calls the AI a “drawing bot”. The drawing bot is capable of generating images using caption-like text descriptions as the input. Using this technique, Microsoft's researchers were able to achieve a three-fold uplift in image quality compared to previous text-to-image methods. When drawing an image,... Read more...
Although NVIDIA officially unveiled its Volta-based GV100 GPU over seven months ago, and an unwitting intern may have leaked pictures of the card we’re going to show you here today shortly thereafter, the NVIDIA TITAN V featuring the GV100 GPU began shipping just this past week. The NVIDIA TITAN V targets a very specific audience and is designed for professional and academic deep learning applications, which partly explains its lofty $3,000 price tag. Unlike NVIDIA's previous-gen consumer flagship, the TITAN Xp, the TITAN V is clearly not designed for gamers. But since it features NVIDIA’s... Read more...
Amazon Web Services (AWS) has been firing on all cylinders lately. Last week, the company announced a new Secret Region for U.S. intelligence agencies, and this week it has announced a new camera that will help businesses leverage the benefits of artificial intelligence (AI). Meet AWS DeepLens, which is a deep learning camera that is capable of wireless running real-time computer vision models. At the heart of the DeepLens is an HD (1080p) video camera and an Intel Atom X5 processor that can process over 100 billion deep learning operations per second. The camera runs on Ubuntu 16.04 and is preloaded... Read more...
We all hate that feeling -- the feeling that someone has their unwanted eyeballs glued to your smartphone. Whether you're flipping through private pictures on your smartphone or typing out a text with the expansive 6.2-inch display on your Galaxy S8+, you've likely no doubt caught a "creeper" at some point who then quickly looks away when caught. Well, two Google researchers -- Hee Jung Ryu and Florian Schroff -- have devised a way to use the front-facing "selfie" camera on Pixel smartphones to determine if someone else is taking a peek at your display. The researchers have employed artificial... Read more...
The Pixel 2 and Pixel 2 XL are both equipped a custom-designed co-processor that enables advanced image processing and machine learning capabilities. Called "Pixel Visual Core," this is one of the selling points of Google's newest phones, only it is not yet enabled. Google originally planned to flip the switch in its Android 8.1 Oreo Developer Preview 1 (DP1), and while that did not happen, developers will be able to try it out with the next preview release. "If your app uses the camera APIs and you have a Pixel 2 device, you'll be able try an early version of Pixel Visual Core starting in Developer... Read more...
Today, Intel announced something that it hopes will help in the fight against NVIDIA in the AI market. Intel's new processor is called the Nervana Neural Network Processor, and previously went by the codename "Lake Crest." Intel says that it has been working to make the Nervana processor for three years and it is now ready to reveal some details on the processor. Nervana is a purpose-built architecture for deep learning and the primary goal for the hardware team was to provide flexibility needed for deep learning primitives and to make the core hardware as efficient as possible. Intel... Read more...
If you have ever seen a Google Street View car gliding around with its camera rig on top taking pictures of your area, your first inclination might be to spam the cameras by doing something silly. I mean you certainly wouldn't be the first person to point at your junk or play dead for the cameras. Google has reportedly upgraded the Street View camera fleet to gather more information to feed its machine learning and AI tech back at home base. According to a report from Wired, this is the first significant update to the tech used by the Street View fleet in eight years. Previously, the camera towers... Read more...
It seems as though Google is constantly changing the way it delivers news to users, and that's because it is. And like many technology companies, Google is invested in machine learning technology with sophisticated algorithms to better anticipate what is most interesting to you. Taking things a step further, Google has tweaked its feed, which it introduced last December to its Google app, to not only display information based on your interactions with Google, but also factor in what's trending in your specific area and around the world. Short and to the point, Google says the more you use its app,... Read more...
We talked yesterday of an example of how deep learning and artificial intelligence can be used to put words in people's mouths, creating video proof of something someone said, even if they didn't really say it. Prospects like that are downright scary, but so too are the realities of the jobs AI will be able to take away from humans. Case in point: professional photography editing. This is a bit of an odd one, as most photographers will edit their own photos, so maybe we should consider this an example of how AI could help someone get through their workflow more efficiently. And perhaps even... Read more...
Google is heavily invested in artificial intelligence, one of the hottest fields in tech right now right alongside machine learning, the two of which are tightly intertwined with one another. As part of its ongoing effort in AI, Google's DeepMind team has opened up an AI research office in Edmonton, Canada. This is the teams first and only AI research office located outside of the UK. "It was a big decision for us to open our first non-UK research lab, and the fact we’re doing so in Edmonton is a sign of the deep admiration and respect we have for the Canadian research community," Google stated... Read more...
Your Tinder profile may be getting some unwelcome attention, since a machine learning platform recently uploaded facial data from roughly 40,000 Tinder profiles. The data is available on GitHub and has been uploaded under a CC0: Public Domain License. The data set “People of Tinder” was released with six downloadable zip file, four of which contained around 10,000 profile images apiece and two files with sample sets of 500 images per gender. Some users have scrapped multiple photos, so it is possible that there are less than 40,000 images. The profile pictures are from Tinder users around... Read more...
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