Neural network converts Game Boy Camera images into color photos
We've seen a lot of research lately that uses neural networks to upsample low resolution images and the results have been impressive – even a little creepy. Google recently showcased a system that can turn a low resolution 8x8 input image into a 32x32 sample that's remarkably close to the original image. Inspired by recent breakthroughs, research engineer Roland Meertens found another application for neural networks – one that's highly relevant to our interests. He created an application that turns low-res, monochrome Game Boy Camera images into photorealistic color images.
Original images in the center, Game Boy-ified images on the left and image generated by neural network on the right
A network must be trained, and training means feeding it input images. To create a training data set, Meertens gave some 'real life images' a Game Boy Camera treatment by re-creating them in four shades of black. By comparing the Game Boy-ified images with the originals, the network is 'taught' how to convert the images to color. With the network trained and ready, Meertens began testing it on celebrity photos as well as images from the Game Boy Camera (including the game's mysterious character at the top of the page).
Finally, Meertens uses the application on an image taken with the Game Boy Camera. Naturally, it should be a selfie, as it is here. If you have all of the necessary components, taking a photo with the Game Boy camera is easy. Getting it onto your computer is another story. Lacking a specialized cable, Meertens did his best to photograph the Game Boy screen. As a result the lighting is slightly uneven, which affects the output from the network, but the re-creation is still pretty darn cool. Our hats are off to him.
The backpack, which still has 39 days to go on Kickstarter, uses an internal organizer and features an exterior that's weather resistance and uses WANDRD's InfiniteZip system.
The four-and-a-half-minute video explains how Canon's new RF mount affords new possibilities in lens design that ultimately lead to better image quality.
Automation, a new feature within the Shortcuts app of iOS 13, allows for a clever workaround to open third-party camera apps as the default Camera app on the home screen
Users will soon be able to recover a hacked account via in-app functions, without getting in touch with the Instagram security team.
Whether you're headed to the beach or the ski slopes, a rugged, waterproof camera lets you focus on your adventure instead of worrying if the camera will survive. Find out which model is the best-in-class in our waterproof camera buying guide.
The FlexTILT Head 3D is the first product in Edelkrone's new ORTAK lineup, which is specifically designed to piggyback off the growing trend of 3D printing.
They may not offer latest generation technology, but the Canon T7 and Nikon D3500 boast a price point that's tough to argue with. We think that the D3500 has a slight edge in this head-to-head comparison.
State institutions can't be forced to pay for pictures they take from the internet, according to a Texas appeals court.
Chris and Jordan go back to basics in this week's episode, spelling out the meanings of some common photographic terms that newer photographers may not understand.
Japan's parliament passed a law this week outlawing the operation of a drone while under the influence of alcohol.
Watch out Facetune users—Researchers have created an AI program that will detect manipulations made to portraits and reverse the edits.
Investor Daniel Loeb wants the business unit to become a completely independent public company with its own stock listed in the Japanese stock exchange.
National Geographic has unveiled the winning photographs, including the Grand Prize winner of its 2019 Travel Photographer of the Year contest.
The new method applies correction edits locally to faces while leaving the background and other image elements untouched.
Following a call from the Hong Kong Journalist Association, photojournalists and journalists showed up to a Hong Kong Police Force press conference to protest the treatment of journalists during city-wide protests of a controversial extradition bill.
Samsung Portugal used the Galaxy S10+ to capture 943km of Portugal's coastline from out at sea over the course of an eight-day trip.
Operators have a year to prepare for a new set of common drone rules that will transcend borders. Before, remote pilots had to abide by each country in the European Union's specific set of regulations.
Standardizing processes across multiple photographers and saving them time in the studio is the aim of this new, customizable version of Capture One.
While on assignment in Japan, Chris and Jordan had a couple days to shoot with the Fujifilm XF 200mm F2 telephoto lens, which Chris nicknamed 'The Big White Sharp'. To make things more interesting, Jordan filmed this entire episode using the new Fujifilm GFX 100 medium format camera.
Firmware version 2.00 adds Animal Eye AF, support for Sony's RMT-P1BT wireless remote commander and addresses various stability issues.
Apollo Global Management has agreed to acquire Shutterfly for $2.7B and says it plans to merge it with Snapfish, which was also acquired for an undisclosed sum.
Record audio to go with your instax picture and the viewer can play it back via a QR code on the print. Sounds clever!
In an unusual move, Google has revealed its upcoming Pixel 4 phone well ahead of its expected launch in the fall. A larger camera bump featuring at least two rear-facing cameras is visible in the image tweeted by an official Google account.
These small, fast primes aren't cheap, but neither are the cameras you're meant to mount them to.
Shiftcam's Pro line lenses attach to smartphones via dedicated cases or a universal lens mount.
Cinema5D has shared part one of a two-part documentary that dives into the process Fujifilm went through to bring its GFX 100MP medium format mirrorless camera to life.
Canon's EOS Rebel SL3 / EOS 250D is the latest in the company's line of diminutive DSLRs. Despite its compact dimensions and fairly modest price, it has a modern sensor and produces great photographs - find out if it's right for you in our full review.
Bring your passion for photography and help us build the future of DPReview. Read all the details and find out how you can apply to join our team.
Skylum has announced the latest update to Luminar, bringing with it speed improvements and new features for macOS and Windows users.
The pop-up design allows for image and video recording in both folded and unfolded state.