Neural Photo Editor works like magic thanks to machine learning

Neural Photo Editor is an experimental piece of retouching software from researchers at the University of Edinburgh that uses neural networks to act like Photoshop on steroids. Thanks to machine learning, it can intuitively interpret how a user intends to retouch a photo based on a “contextual paintbrush.” A single brush can change hair color, fill in bald spots, or add a toothy grin.

The process couldn’t be simpler: Users select a color for their paintbrush and the system analyzes that color in context with the image in order to produce an intelligent output. Painting over a subject’s mouth with a white brush, for example, can make a smile larger, while painting with a dark color on a forehead can add bangs.

The software currently works best on images generated by it that have constrained limits on what can be manipulated. However, through the use of “introspective adversarial networks,” an advanced masking system allows it to be applied to existing images, as well.

The tech-savvy can download Neural Photo Editor from Github, but don’t go canceling your Adobe Creative Cloud subscription anytime soon. The tool is very much in its early days and is far from perfect. While it produces stable outcomes much of the time, it can still lead to bizarre results on occasion, as the video above demonstrates. The video also shows the system working with very low-resolution images, so the practical applications for such a tool for photographers are currently nonexistent.

Still, it is an intriguing look at how photo editing could evolve in the future to be smarter and more context-aware, significantly increasing the speed at which a photo could be majorly retouched. It also represents a practical application for the general use of neural networks in personal computing.

Mobile

The Google Photos iOS app gets a bit better, now has depth control

Google updated the iOS version of the Google Photos app to now take advantage of the depth data that can be captured by the iPhone's camera in Portrait Mode. The new feature is already available in the Android app.
Photography

Photography news: Best spot for fall photos, new firmware from Fuji and Nikon

Where's the best spot to take fall photos? Michigan, according to social media and a Nikon contest. The results and more in this week's photography news, including significant firmware updates for the Fujifilm X-T3, X-H1, and GFX 50S.
Emerging Tech

Intel’s new ‘neural network on a stick’ aims to unchain A.I. from the internet

To kick off its first developer conference in Beijing, Intel unveiled the second generation of its Neural Compute Stick -- a device that promises to democratize the development of computer vision A.I. applications.
Photography

Edit portraits with A.I. and adjust focus in the new ON1 Photo RAW 2019 editor

ON1 Photo RAW 2019 now has a dedicated tab for portraits that automatically recognizes faces to help with retouching. The update also brings a new focus stacking tool, enhancements to layers, and improvements to local adjustments.
Social Media

Build a wish list and shop videos with Instagram’s latest shopping update

Eyeing a product on Instagram? Now there are more ways to shop from the social network. Instagram just rolled out options to save products in a collection as users can also now shop from videos.
Photography

See the National Forests like never before in these awe-inspiring drone videos

What's the difference between a National Park and a National Forest? Drones. With no ban on drones in National Forests -- at least, not yet -- filmmakers have a way to capture the immensity of these locations with stunning results.
Product Review

With outstanding image quality, the ‘basic’ Sony A7 III excels in every way

Replacing the four-year-old A7 II as the new entry-level model in Sony's full-frame line, the A7 III is an impressively capable camera that gives more expensive models a run for their money.
Social Media

Addicted to Instagram? Its new ‘activity dashboard’ is here to help

Ever get that nagging feeling you're spending too much time on Instagram? Well, a new "activity dashboard" has a bunch of features designed to help you better control how you use the addictive photo-sharing app.
Mobile

How to take great photos with the Pixel 3, the best camera phone around

You’ve scored yourself a new Google Pixel 3 or Pixel 3 XL, and you want to take advantage of that incredible camera. We’ve got everything you need to know right here about how to snap the best photos with your Pixel 3.
Emerging Tech

DJI Mavic 2 Pro vs Mavic 2 Zoom: What’s the real difference?

DJI's Mavic 2 series drones are ready to fly -- but which one is right for you? The Mavic 2 Pro and Mavic 2 Zoom are nearly identical save for their cameras. Here's what you need to know about these powerful new UAVs.
Product Review

Airselfie 2 may as well be a GoPro stapled to a drunk hummingbird

On paper, the Airselfie 2 is marketed as flying photographer that fits in your pocket and snaps selfies from the sky. Unfortunately it’s more like a HandiCam controlled by a swarm of intoxicated bumblebees
Product Review

DJI has always been the king of drones, and the new Mavics are almost perfect

After flying both the Mavic 2 Pro and Mavic 2 Zoom for over a week, we’re convinced that these are two of the best drones that DJI has ever made.
Emerging Tech

Awesome Tech You Can’t Buy Yet: A.I. selfie drones, ‘invisible’ wireless chargers

Check out our roundup of the best new crowdfunding projects and product announcements that hit the web this week. You may not be able to buy this stuff yet, but it sure is fun to gawk!