Google is going big on machine learning at this year's I/O—much of the keynote was about Assistant and Lens, both of which leverage neural networks to make magic happen on your phone. Now, Lens will be faster to use because it'll be right there in your camera app. This is coming to Google's phones, of course, but that's not all. Devices from Sony, Motorola, and others will also have Lens in the camera. Read More
Google's giving everything an AI these days, including things as mundane as the brightness slider for your next phone. The Adaptive Brightness setting goes all the way back to Android L, but starting with Android P, it will be powered by the alchemy of machine learning. Read More
I/O is now in full swing, and so far Google has placed a significant emphasis on its AI-powered plans for the future. In fact, it's planning on making one of its best products ever, Google Photos, even better through liberal machine-learned seasoning called suggested actions. So the next time you grab a photo of your friends or an image doesn't come out quite perfectly, Photos will be able to lend a hand. Read More
The recent Gmail redesign is still fresh in everyone's minds and I'm still playing around with it. Google isn't done with its signature email, however. Smart Compose is the next step, which utilizes the advances in AI to improve upon the already nifty Smart Reply. Read More
Machine learning is a quickly-growing field, and Google has been leading the charge for years. The company uses AI to predict flight delays, improve virtual keyboards, give names to streets, create charts from spreadsheets, recommend online articles, and much more.
However, machine learning is not the precise technology that many assume it is. Ali Rahimi, a researcher at the company, received a 40-second ovation at an AI conference for calling machine learning, "a form of alchemy." Read More
It's hard enough for us to keep track of who's talking in a loud or crowded party, imagine how difficult it is for automated systems to follow. Speech recognition at a reasonable quality is really only something that's been mastered in the last decade or two, add in conflicting sounds as people talk over each other, and an already tricky problem becomes much harder.
Fortunately (or unfortunately) for us, researchers at Google have been working on isolating sources of audio like speech in videos, and the results they showed off yesterday are kind of incredible and simultaneously terrifying. Read More
"Machine learning" and "neural network" are familiar terms to anyone who follows what Google is up to these days, but they may not be the most accessible or comprehensible concepts for the masses. And that's fine — you don't need to have a firm grasp of machine learning to enjoy better photos or keyboards, for instance. Still, Google has been quietly showcasing ways for users to get more hands-on with these concepts, and the latest such experiment is a game called Emoji Scavenger Hunt. Read More
Back in December last year, we looked in-depth at the work Google has been doing to improve text-to-speech and other artificial language use cases. Artificial voice synthesis can be much more powerful and impressive thanks to WaveNet neural network technology, developed by Alphabet subsidiary DeepMind. It's been used to make the Google Assistant sound more natural, and now makes up part of a whole new product: Cloud Text-to-Speech. Read More
Machine learning is pretty cool—in fact, the only computer science course I took in college was related to it. So we tend to get excited by novel uses for the technology here at Android Police, and in a recent post to Google's blog, a company called Rainforest Connection came up with an interesting application: Deforestation. Read More
Last year, Google introduced a new neural networks API in Android 8.1 Oreo that provided developers with hardware-backed tools for machine learning. Now, with Android P, Google is expanding the API to support nine new operations. Pixel 2 devices will also have support for Qualcomm's Hexagon HVX driver, giving developers further improvements in performance on those devices. Read More