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.

Join the newsletter!

Error: Please check your email address.
Rocket to Success - Your 10 Tips for Smarter ERP System Selection

Tags Facebook

Keep up with the latest tech news, reviews and previews by subscribing to the Good Gear Guide newsletter.

Blair Hanley Frank

IDG News Service
Show Comments

Most Popular Reviews

Latest Articles

Resources

PCW Evaluation Team

Sarah Ieroianni

Brother QL-820NWB Professional Label Printer

The print quality also does not disappoint, it’s clear, bold, doesn’t smudge and the text is perfectly sized.

Ratchada Dunn

Sharp PN-40TC1 Huddle Board

The Huddle Board’s built in program; Sharp Touch Viewing software allows us to easily manipulate and edit our documents (jpegs and PDFs) all at the same time on the dashboard.

George Khoury

Sharp PN-40TC1 Huddle Board

The biggest perks for me would be that it comes with easy to use and comprehensive programs that make the collaboration process a whole lot more intuitive and organic

David Coyle

Brother PocketJet PJ-773 A4 Portable Thermal Printer

I rate the printer as a 5 out of 5 stars as it has been able to fit seamlessly into my busy and mobile lifestyle.

Kurt Hegetschweiler

Brother PocketJet PJ-773 A4 Portable Thermal Printer

It’s perfect for mobile workers. Just take it out — it’s small enough to sit anywhere — turn it on, load a sheet of paper, and start printing.

Matthew Stivala

HP OfficeJet 250 Mobile Printer

The HP OfficeJet 250 Mobile Printer is a great device that fits perfectly into my fast paced and mobile lifestyle. My first impression of the printer itself was how incredibly compact and sleek the device was.

Featured Content

Latest Jobs

Don’t have an account? Sign up here

Don't have an account? Sign up now

Forgot password?