Menu
Facebook is bringing artsy neural networks to a phone near you

Facebook is bringing artsy neural networks to a phone near you

The social network's mobile app will transform video using machine learning in real time

Facebook users will be able to record smartphone videos that ape the style of famous artworks with a new feature unveiled Tuesday. Using a technique called style transfer, the feature takes live video and turns it into something that resembles the work of Van Gogh, Picasso and other artists.

That effect is probably familiar to people who have used the app Prisma, which uses similar techniques to change the look of photos. Prisma's app can't perform live filtering, and some filters require a connection to the internet. Facebook's system can work offline and render live.

The underlying technology is called Caffe2go. It's a framework that lets Facebook engineers run deep neural nets on a smartphone, and it can have applications beyond just video interpretation. While the system's resulting images are snazzy, they also show off the potential to bring machine learning closer to users' daily lives.

Typically, the machine learning systems that underpin intelligent features like Facebook's News Feed run on racks of beefy computers in big data centers. That's fine for situations where a bit of network latency is acceptable or even expected, like refreshing a user's News Feed. But it's ill-suited to editing photos live, which is why this system is so useful.

Don't expect Facebook to start running Skynet off a smartphone anytime soon, though. At this point, the Caffe2go system only works with pre-trained machine-learning models. Facebook has to train and develop a model on its powerful data-center hardware before it can be deployed to a smartphone.

And even after all that, the models can't think like humans just yet. In a press briefing, Facebook CTO Mike Schroepfer showed an image of a plane crash that was captioned "a plane is parked on the tarmac at an airport" by a machine-learning algorithm designed to determine the content of images.

Still, Caffe2go is a key step toward increasing the ubiquity of machine learning. Facebook has said that it's focused on continuing to build out artificial intelligence capabilities, so it seems likely that we'll see more from the company in this vein going forward.


Follow Us

Join the New Zealand Reseller News newsletter!

Error: Please check your email address.

Tags Facebook

Featured

Slideshows

Sizing up the NZ security spectrum - Where's the channel sweet spot?

Sizing up the NZ security spectrum - Where's the channel sweet spot?

From new extortion schemes, outside threats and rising cyber attacks, the art of securing the enterprise has seldom been so complex or challenging. With distance no longer a viable defence, Kiwi businesses are fighting to stay ahead of the security curve. In total, 28 per cent of local businesses faced a cyber attack last year, with the number in New Zealand set to rise in 2017. Yet amidst the sensationalism, media headlines and ongoing high profile breaches, confusion floods the channel, as partners seek strategic methods to combat rising sophistication from attackers. In sizing up the security spectrum, this Reseller News roundtable - in association with F5 Networks, Kaspersky Lab, Tech Data, Sophos and SonicWall - assessed where the channel sweet spot is within the New Zealand channel. Photos by Maria Stefina.

Sizing up the NZ security spectrum - Where's the channel sweet spot?
Kiwi channel comes together for another round of After Hours

Kiwi channel comes together for another round of After Hours

The channel came together for another round of After Hours, with a bumper crowd of distributors, vendors and partners descending on The Jefferson in Auckland. Photos by Maria Stefina.​

Kiwi channel comes together for another round of After Hours
Consegna comes to town with AWS cloud offerings launch in Auckland

Consegna comes to town with AWS cloud offerings launch in Auckland

Emerging start-up Consegna has officially launched its cloud offerings in the New Zealand market, through a kick-off event held at Seafarers Building in Auckland.​ Founded in June 2016, the Auckland-based business is backed by AWS and supported by a global team of cloud specialists, leveraging global managed services partnerships with Rackspace locally.

Consegna comes to town with AWS cloud offerings launch in Auckland
Show Comments