Technology 2 min read

New Nvidia AI System Can Repair Grainy and Watermarked Photos

Nvidia's new AI system can reportedly repair damaged or grainy photos without the need of an original sample. | Image by Abd. Halim Hadi | Shutterstock

Nvidia's new AI system can reportedly repair damaged or grainy photos without the need of an original sample. | Image by Abd. Halim Hadi | Shutterstock

The latest Nvidia AI system can reportedly fix or repair bad images and can even remove watermarks from photos.

The new Nvidia AI system was reportedly developed by the company’s researchers in collaboration with MIT and the Aalto University. According to reports, Nvidia’s latest innovation can automatically remove noise, grain, and watermarks visible in images.

However, what makes the artificial intelligence more impressive is that it can do all those things without the need to study any clean photo examples. Instead, all it needs are damaged photos.

“This deep learning-based approach has learned to fix photos by simply looking at examples of corrupted photos only,” Nvidia said in a statement.

“Recent deep learning work in the field has focused on training a neural network to restore images by showing example pairs of noisy and clean images. The AI then learns how to make up the difference. This method differs because it only requires two input images with the noise or grain.”

Read More: Nvidia Unveils 32GB CEO Edition Titan V GPU; Gives 20 Away

In a paper published by the researchers, they claimed that their neural network is on par with today’s “state-of-the-art methods that make use of clean examples.” The AI was trained on 50,000 images in the ImageNet validation set using NVIDIA Tesla P100 GPUs with the cuDNN-accelerated TensorFlow deep learning framework.

“There are several real-world situations where obtaining clean training data is difficult: low-light photography (e.g., astronomical imaging), physically-based rendering, and magnetic resonance imaging,” the team further explained.

“Our proof-of-concept demonstrations point the way to significant potential benefits in these applications by removing the need for potentially strenuous collection of clean data. Of course, there is no free lunch – we cannot learn to pick up features that are not there in the input data – but this applies equally to training with clean targets.”

The new Nvidia AI system will be presented by the researchers at the International Conference on Machine Learning happening at Stockholm in Sweden.

Where else do you think this new Nvidia AI system could be used?

First AI Web Content Optimization Platform Just for Writers

Found this article interesting?

Let Chelle Fuertes know how much you appreciate this article by clicking the heart icon and by sharing this article on social media.


Profile Image

Chelle Fuertes

Chelle is the Product Management Lead at INK. She's an experienced SEO professional as well as UX researcher and designer. She enjoys traveling and spending time anywhere near the sea with her family and friends.

Comments (3)
Most Recent most recent
You
  1. Profile Image
    Kylie Harvey July 12 at 1:17 am GMT

    GET RICH WITH BLANK ATM CARD, Whatsapp: + 1 8 0 3 3 9 2 1 7 3 5

    I want to testify about Dark Web blank atm cards which can withdraw money from any atm machines around the world. I was very poor before and have no job. I saw so many testimony about how Dark Web Online Hackers send them the atm blank card and use it to collect money in any atm machine and become rich I email them also and they sent me the blank atm card. I have use it to get 500,000 dollars. withdraw the maximum of 5,000 USD daily. Dark Web is giving out the card just to help the poor. Hack and take money directly from any atm machine vault with the use of atm programmed card which runs in automatic mode.

    You can also contact them for the service below

    * Western Union/MoneyGram Transfer

    * Bank Transfer

    * PayPal / Skrill Transfer

    * Crypto Mining

    * CashApp Transfer

    * Bitcoin Loans

    * Recover Stolen/Missing Crypto/Funds/Assets

    Email: darkwebonlinehackers @ gmail . com

    Text & Call or Whats App: + 1 8 0 3 3 9 2 17 3 5

    Website: darkwebonlinehackers . com

  2. Profile Image
    Tina Moore September 18 at 6:09 am GMT

    How to Easily Order for a Fake Driving Licence UK Online without any driving test Welcome to Novelty DMV Experts Best Producers of High Undetected Drivers License . We produce two types of documents qualities. Irish Drivers License . We have the Real registered Fake malaysian passport , credit card hack software, Fake UK Passports , Fake Bank Statement , Fake bank statement for loan , How To Get A Driver’s License in Ontario And British Columbia and good quality Fake Driver License will be verify from any other country with no problems involved, meanwhile with the camouflage quality Fake drivers License , non of your biometric details will be under the government system, but it can not be detected as fake with naked eyes.

    Visit our website on : noveltydmvexperts.com

    Thanks and waiting to Hear from you soonense for USA , UK , Canada which is unregistered. Real Estate License , How To Get A Fake Drivers License That Works From The DMV . Belgian driving license , Irish driver License , Fake drivers license nsw , How to spot a fake id Australia .With the Drivers License , all your biometric details as given from birth or any of your choice will be registered under the DMV or DVLA database system.

  3. Profile Image
    Tina Moore September 18 at 6:09 am GMT

    Where to easily obtain Fake birth certificate with raised seal . you can also get fake divorce papers , Forged Passports , False Passport , Fake UK Documents , Valid German driving Licence , Welcome to Octapustickets Group of Experts Best Producers of High Undetected Drivers License . We produce two types of documents qualities. 
We have the Real registered Fake birth Certificate, Fake Divorce papers , and good quality Fake Driver License will be verify from any other country database system with no problems involved, meanwhile with the camouflage quality Fake drivers License , non of your biometric details will be under the government system, but it can not be detected as fake with naked eyes, except with the use of machines.
    We also help provide easy methods on How to become a real Portuguese citizenship smoothly. the use of machines. We also help you Clear your Criminal record from any countries court system or criminal records database system.

    Download the Telegram APP and Text us at : @OCTAPUSTICKET for more informations an orders.
    Visit our website on octapustickets.com

    Thanks and waiting to Hear from you soonense.

share Scroll to top

Link Copied Successfully

Sign in

Sign in to access your personalized homepage, follow authors and topics you love, and clap for stories that matter to you.

Sign in with Google Sign in with Facebook

By using our site you agree to our privacy policy.