Sony Pixel Power calrec Sony

Decoding How AI-Powered Upscaling on NVIDIA RTX Improves Video Quality

17/07/2024

Editor's note: This post is part of the AI Decoded series, which demystifies AI by making the technology more accessible, and showcases new hardware, software, tools and accelerations for RTX PC and workstation users.

Video is everywhere - nearly 80% of internet bandwidth today is used to stream video from content providers and social networks. While screens have become bigger and support higher resolutions, nearly all video is only 1080p quality or lower.

Upscalers can help sharpen streamed video and, powered by AI on the NVIDIA RTX platform, significantly enhance image quality and detail.

What Is an Upscaler? The larger file size of videos makes it harder to compress and transmit compared to images or text. Platforms like Netflix, Vimeo and YouTube work around this limitation by encoding video - the process of compressing the raw source of a video into a smaller container format.

The encoder first analyzes the video to decide what information it can remove to make it fit a target resolution and frame rate. If the target bitrate is insufficient, the video quality decreases, resulting in a loss of detail and sharpness and the presence of encoding artifacts. The smaller the file, the easier it is to share on the internet - but the worse it looks.

Typically, software on the viewer's device will upscale the video file to fit the display's native resolution. However, these upscalers are fairly simplistic, merely multiplying pixels to meet the desired resolution. They can help sharpen the outlines of objects and scenes, but the final video typically carries encoding artifacts and sometimes looks over-sharpened and unnatural.

AI Know a Better Way The NVIDIA RTX platform uses AI to easily de-artifact and upscale videos.

Easily de-artifact and upscale videos with RTX. The process of AI upscaling involves analyzing images and motion vectors to generate new details not present in the original video. Instead of merely multiplying pixels, it recognizes the patterns of the image and enhances them to provide greater detail and video quality.

Images must be first de-artifacted before any processing begins. Artifacts - or unwanted distortions and anomalies that appear in video and image files - occur due to overcompression or data loss during transmission and storage.

NVIDIA AI networks can de-artifact images, helping remove blocky areas sometimes seen in streamed video. Without this first step, AI upscalers might end up enhancing the artifacted image itself instead of the desired content.

Super-Sized Video Just like putting on a pair of prescription glasses can instantly snap the world into focus, RTX Video Super Resolution, one of NVIDIA's latest innovations in AI-enhanced video technology, gives users a clearer picture into the world of streamed video.

Click the image to see the differences between bicubic upscaling (left) and RTX Video Super Resolution (right). Available on GeForce RTX 40 and 30 Series GPUs and RTX professional GPUs, it uses AI running on dedicated Tensor Cores to remove block compression artifacts and upscale lower-resolution content up to 4K, matching the user's native display resolution.

RTX Video Super Resolution can be used to enhance all video watched on browsers. By combining de-artifacting with AI upscaling techniques, it can make even low-bitrate Twitch streams look stunningly clear. RTX Video Super Resolution is also supported in popular video apps like VLC so users can apply the same upscaling process to their offline videos.

Creators can soon use RTX Video Super Resolution in editing apps like Black Magic's Davinci Resolve, making it easier than ever to upscale lower-quality video files to 4K resolution, as well as convert standard-dynamic range source files into high-dynamic range (HDR).

Say Hi to High-Dynamic Range RTX Video now also supports AI HDR. HDR video supports a wider range of colors, lending greater detail especially to the darker and lighter areas of images. The problem is that there isn't that much HDR content online yet.

Enter RTX Video HDR - by simply turning on the feature, the AI network will turn any standard or low-dynamic-range content into HDR, performing the correct tone mapping so the image still looks natural and retains its original colors.

AI Across the Board RTX Video is just the latest implementation of AI upscaling powered by NVIDIA RTX.

Members of the GeForce NOW cloud streaming service can play their favorite PC games on nearly any device. GeForce RTX servers located all over the world first render the game video content, encode it and then stream it to the player's local device - just like streaming video from other content providers.

Members on older NVIDIA GPU-powered devices can still use AI-enhanced upscaling to improve gameplay quality. This means they can enjoy the best of both worlds - gameplay rendered on servers powered by RTX 4080-class GPUs in the cloud and AI-enhanced streaming quality. Get more information on enabling AI-enhanced upscaling on GeForce NOW.

The NVIDIA SHIELD TV takes this one step further, processing AI neural networks directly on its NVIDIA Tegra system-on-a-chip to upscale 1080p-quality or lower content from nearly any streaming platform to a display's native resolution. That means users can improve the video quality of content streamed from Netflix, Prime Video, Max, Disney+ and more at the push of a remote button.

SHIELD TV is currently available for up to $30 off in North America and £30 or 35 off in Europe as part of Amazon's Prime Day event running July 16-17. For Prime members in Europe, eligible SHIELD TV purchases also include one month of the GeForce NOW Ultimate membership for free, enabling GeForce RTX 4080-class PC gameplay streamed directly to the living room.

AI has enabled unprecedented improvements in video quality, helping set a new
LINK: https://blogs.nvidia.com/blog/ai-decoded-upscaling/...
See more stories from nvidia

More from Nvidia

13/09/2025

Reaching Across the Isles: UK-LLM Brings AI to UK Languages With NVIDIA Nemotron

Celtic languages - including Cornish, Irish, Scottish Gaelic and Welsh - are the U.K.'s oldest living languages. To empower their speakers, the UK-LLM sover...

10/09/2025

Paint It Blackwell: GeForce RTX 5080 SuperPOD Rollout Begins

GeForce NOW Blackwell RTX 5080-class SuperPODs are now rolling out, unlocking a new level of ultra high-performance, cinematic cloud gaming. GeForce NOW Ultima...

09/09/2025

NVIDIA Rubin CPX Accelerates Inference Performance and Efficiency for 1M+ Token Context Workloads

Inference has emerged as the new frontier of complexity in AI. Modern models are...

09/09/2025

NVIDIA Blackwell Ultra Sets New Inference Records in MLPerf Debut

As large language models (LLMs) grow larger, they get smarter, with open models from leading developers now featuring hundreds of billions of parameters. At the...

09/09/2025

NVIDIA Partners With AI Infrastructure Ecosystem to Unveil Reference Design for Giga-Scale AI Factories

At this week's AI Infrastructure Summit in Silicon Valley, NVIDIA's VP o...

09/09/2025

NVIDIA Blackwell Ultra Sets the Bar in New MLPerf Inference Benchmark

Inference performance is critical, as it directly influences the economics of an AI factory. The higher the throughput of AI factory infrastructure, the more to...

09/09/2025

Safety First, Always,' NVIDIA VP of Automotive Says, Unveiling the Future of AI-Defined Vehicles at IAA Mobility

At this week's IAA Mobility conference in Munich, NVIDIA Vice President of A...

09/09/2025

Get Started Using Generative AI for Content Creation With ComfyUI and NVIDIA RTX AI PCs

ComfyUI - an open-source, node-based graphical interface for running and buildin...

04/09/2025

NVIDIA Pledges AI Education Funding for K-12 Programs

NVIDIA today announced new AI education support for K-12 programs at a White House event to celebrate public-private partnerships that advance artificial intell...

04/09/2025

AI On: 6 Ways AI Agents Are Raising Team Performance - and How to Measure It

Editor's note: This post is part of the AI On blog series, which explores the latest techniques and real-world applications of agentic AI, chatbots and copi...

04/09/2025

Cloud Gaming to Reach New Heights: GeForce NOW's Blackwell RTX Upgrade Begins Next Week

NVIDIA Blackwell RTX is coming to the cloud on Wednesday, Sept. 10 - an upgrade ...

03/09/2025

Scene It to Believe It: Populate 3D Worlds Quickly With NVIDIA AI Blueprints

3D artists are constantly prototyping. In traditional workflows, modelers must build placeholder, low-fidelity assets to populate 3D scenes, tinkering and adju...

02/09/2025

It's the Humidity: How International Researchers in Poland, Deep Learning and NVIDIA GPUs Could Change the Forecast

For more than a century, meteorologists have chased storms with chalkboards, equ...

28/08/2025

Drop Into the Battle: Gears of War: Reloaded Unleashed' Launches on GeForce NOW

Brace yourself, COGs - the Locusts aren't the only thing rising up. The Coal...

28/08/2025

Game On: How Modders Reimagine Classic Games With NVIDIA RTX Remix and Generative AI

Last week at Gamescom, NVIDIA announced the winners of the NVIDIA and ModDB RTX ...

27/08/2025

How Do You Teach an AI Model to Reason? With Humans

AI models are advancing at a rapid rate and scale. But what might they lack that (most) humans don't? Common sense: an understanding, developed through rea...

25/08/2025

NVIDIA Jetson Thor Unlocks Real-Time Reasoning for General Robotics and Physical AI

Robots around the world are about to get a lot smarter as physical AI developers...

25/08/2025

Take It for a Spin: NVIDIA Rolls Out DRIVE AGX Thor Developer Kit to World's Automotive Developers

As autonomous vehicle systems rapidly grow in complexity, equipped with reasonin...

22/08/2025

Inside NVIDIA Blackwell Ultra: The Chip Powering the AI Factory Era

As the latest member of the NVIDIA Blackwell architecture family, the NVIDIA Blackwell Ultra GPU builds on core innovations to accelerate training and AI reason...

22/08/2025

Hot Topics at Hot Chips: Inference, Networking, AI Innovation at Every Scale - All Built on NVIDIA

AI reasoning, inference and networking will be top of mind for attendees of next...

21/08/2025

RIKEN, Japan's Leading Science Institute, Taps Fujitsu and NVIDIA for Next Flagship Supercomputer

Japan is once again building a landmark high-performance computing system - not ...

21/08/2025

Think SMART: How to Optimize AI Factory Inference Performance

From AI assistants doing deep research to autonomous vehicles making split-second navigation decisions, AI adoption is exploding across industries. Behind ever...

21/08/2025

Gearing Up for the Gigawatt Data Center Age

Across the globe, AI factories are rising - massive new data centers built not to serve up web pages or email, but to train and deploy intelligence itself. Inte...

21/08/2025

GeForce NOW Brings RTX 5080 Power to the Ultimate Membership

Get a glimpse into the future of gaming. The NVIDIA Blackwell RTX architecture is coming to GeForce NOW in September, marking the service's biggest upgrade...

20/08/2025

Into the Omniverse: How OpenUSD and Digital Twins Are Powering Industrial and Physical AI

Editor's note: This blog is a part of Into the Omniverse, a series focused o...

18/08/2025

At Gamescom 2025, NVIDIA DLSS 4 and Ray Tracing Come to This Year's Biggest Titles

With over 175 games now supporting NVIDIA DLSS 4 - a suite of advanced, AI-power...

18/08/2025

New Lightweight AI Model for Project G-Assist Brings Support for 6GB NVIDIA GeForce RTX and RTX PRO GPUs

At Gamescom, NVIDIA is releasing its first major update to Project G Assist - an...

15/08/2025

Now We're Talking: NVIDIA Releases Open Dataset, Models for Multilingual Speech AI

Of around 7,000 languages in the world, a tiny fraction are supported by AI lang...

14/08/2025

NVIDIA, National Science Foundation Support Ai2 Development of Open AI Models to Drive U.S. Scientific Leadership

NVIDIA is partnering with the U.S. National Science Foundation (NSF) to create a...

14/08/2025

Warhammer 40,000: Dawn of War - Definitive Edition' Storms GeForce NOW at Launch

Warhammer 40,000: Dawn of War - Definitive Edition is marching onto GeForce NOW,...

13/08/2025

FLUX.1 Kontext NVIDIA NIM Microservice Now Available for Download

Black Forest Labs' FLUX.1 Kontext [dev] image editing model is now available as an NVIDIA NIM microservice. FLUX.1 models allow users to edit existing imag...

11/08/2025

Amazon Devices & Services Achieves Major Step Toward Zero-Touch Manufacturing With NVIDIA AI and Digital Twins

Using NVIDIA digital twin technologies, Amazon Devices & Services is powering bi...

11/08/2025

Mini Footprint, Mighty AI: NVIDIA Blackwell Architecture Powers AI Acceleration in Compact Workstations

Packing the power of the NVIDIA Blackwell architecture in compact, energy-effici...

11/08/2025

Making Safer Spaces: NVIDIA and Partners Bring Physical AI to Cities and Industrial Infrastructure

Physical AI is becoming the foundation of smart cities, facilities and industria...

07/08/2025

The Saga Continues: Stream 2K's Mafia: The Old Country' at Launch on GeForce NOW

This GFN Thursday brings an offer members can't refuse - 2K's highly ant...

05/08/2025

OpenAI and NVIDIA Propel AI Innovation With New Open Models Optimized for the World's Largest AI Inference Infrastructure

Two new open-weight AI reasoning models from OpenAI released today bring cutting...

05/08/2025

OpenAI's New Open Models Accelerated Locally on NVIDIA GeForce RTX and RTX PRO GPUs

In collaboration with OpenAI, NVIDIA has optimized the company's new open-so...

05/08/2025

Delivering 1.5M TPS Inference on NVIDIA GB200 NVL72, NVIDIA Accelerates OpenAI gpt-oss Models From Cloud to Edge

NVIDIA and OpenAI began pushing the boundaries of AI with the launch of NVIDIA D...

05/08/2025

No Backdoors. No Kill Switches. No Spyware.

NVIDIA GPUs are at the heart of modern computing. They're used across industries - from healthcare and finance to scientific research, autonomous systems an...

31/07/2025

Embark on Epic Adventures in August With a Dozen New Games Coming to GeForce NOW

August brings new levels of gaming excitement on GeForce NOW, with 2,300 titles now available to stream in the cloud. Grab a controller and get ready for epic ...

31/07/2025

Wired for Action: Langflow Enables Local AI Agent Creation on NVIDIA RTX PCs

Interest in generative AI is continuing to grow, as new models include more capabilities. With the latest advancements, even enthusiasts without a developer bac...

29/07/2025

FourCastNet 3 Enables Fast and Accurate Large Ensemble Weather Forecasting With Scalable Geometric ML

FourCastNet3 (FCN3) is the latest AI global weather forecasting system from NVID...

28/07/2025

How New GB300 NVL72 Features Provide Steady Power for AI

The electrical grid is designed to support loads that are relatively steady, such as lighting, household appliances, and industrial machines that operate at con...

24/07/2025

Creative Agency Black Mixture Creates Stunning Visuals With Generative AI Powered by NVIDIA RTX

For media company Black Mixture, AI isn't just a tool - it's an entire p...

24/07/2025

WUCHANG: Fallen Feathers' Lands in the Cloud

Sharpen the blade and brace for a journey steeped in myth and mystery. WUCHANG: Fallen Feathers has launched in the cloud. Ride in style with skateboarding leg...

23/07/2025

Into the Omniverse: How Global Brands Are Scaling Personalized Advertising With AI and 3D Content Generation

In today's fast-evolving digital landscape, marketing teams face increasing ...

22/07/2025

AI On: How Financial Services Companies Use Agentic AI to Enhance Productivity, Efficiency and Security

Editor's note: This post is part of the AI On blog series, which explores th...

17/07/2025

GeForce NOW Delivers Justice With RoboCop: Rogue City - Unfinished Business'

Listen up citizens, the law is back and patrolling the cloud. Nacon's RoboCop Rogue City - Unfinished Business launches today in the cloud, bringing justice...

15/07/2025

Deadline Extended - Create a Project G-Assist Plug-In for a Chance to Win an NVIDIA GeForce RTX GPU and Laptop

Submissions for NVIDIA's Plug and Play: Project G-Assist Plug-In Hackathon a...