Posts in category: nVidia AI

Manufacturing and fulfillment centers are profoundly complex. Whenever new earbuds or socks land at your doorstep in hours or a vehicle rolls off an assembly line, a maze of magic happens with AI-driven logistics.

Massive facilities like these are constantly in flux. Robots travel miles of aisles to roll up millions of products to assist teams of moving people. Obstacles are ever present.

Today we’re introducing the Isaac Autonomous Mobile Robot (AMR) platform to  optimize operational efficiency and accelerate deployment of AMRs. Isaac AMR extends NVIDIA Isaac capabilities for building and deploying robotics applications, bringing mapping, site analytics and fleet optimization onto NVIDIA EGX servers.

Industrial facilities of this type can be as big as city blocks or stadiums. They are constantly reconfigured or scaled up to meet product demands of the moment. Path planning and rerouting for autonomous robots need to move in lockstep.

At industrial scale, even small routing optimizations can save billions of dollars in the $9 trillion logistics industry.

Autonomous mobile robot deployments are estimated to reach 53,000 sites by 2025, up from 9,000 in 2020, according to Interact Analysis. Meanwhile, supply chains strain to keep up with increasing e-commerce amid worker shortages and COVID-19 restrictions.

One hurdle is the ability to rapidly and autonomously develop high-accuracy robot maps. They need to be continuously updated as operations scale or fluctuate. And increasing situational awareness of changing environments for mobile robots and continuously reoptimizing the routes —  all while developing new skill sets through simulation — is paramount to operational efficiency.

Isaac AMR is the result of years of research and product development at NVIDIA. The framework is available on the NVIDIA NGC software hub and within the NVIDIA Omniverse platform, tapping into Metropolis and ReOpt at first, and soon DeepMap and more NVIDIA technologies.

Scaling Operations With Isaac AMR

The AI and computing challenges of autonomous mobile robots for manufacturing and fulfillment aren’t all that different from those of autonomous vehicles.

Obstacles and people must be avoided. Destinations need to be reached. Thousands of sensors driven by GPU-accelerated algorithms help fleets of autonomous robots solve the traveling salesman problem — finding the shortest path between multiple destinations —  among ever-changing industrial workflows in real time.

The Isaac AMR platform uses NVIDIA Omniverse for creating digital twins of the facility where AMRs will be deployed. NVIDIA Isaac Sim (built on Omniverse) simulates the behavior of robot fleets, people and other machines in the digital twins with high-fidelity physics and perception. It also enables synthetic data generation for training of AI models.

Isaac AMR consists of GPU-accelerated AI technologies and SDKs including DeepMap, ReOpt and Metropolis. These technologies are securely orchestrated and cloud delivered with NVIDIA Fleet Command.

DeepMap Delivers Mapping Advances

NVIDIA’s recent acquisition of DeepMap brings advances in mapping for autonomous vehicles to the AMR industry as well.

AMR deployments can access the DeepMap platform’s cloud-based SDK to help accelerate robot mapping of large facilities from weeks to days, while achieving centimeter-level accuracy.

The DeepMap Update Client enables robot maps to be updated as frequently as necessary, in real time. And the DeepMap SDK delivers layers of intelligence to maps by adding semantic understanding — so robots can identify the objects pixels represent and know if they can move one way or not. It’s also capable of addressing both indoor and outdoor map building.

As part of the Isaac AMR platform, NVIDIA DeepMap integrates with other components, such as Metropolis, ReOpt, Isaac Sim via Omniverse and more.

NVIDIA Metropolis Adds Real-Time Situational Awareness

Mapping doesn’t account for everything in these environments. And the advanced sensors onboard AMRs aren’t always sufficient to ensure safe and efficient operation.

The NVIDIA Metropolis video analytics platform meets the need for higher level real-time “outside-in” perception by providing access to cameras and sensors deployed all over the factory or warehouse floor.

With Metropolis, AMRs have access to additional layers of situational awareness on the factory floor, enabling them to avoid high-congestion areas, eliminating blind spots and enhanced visibility of both people and other AMRs. In addition, Metropolis’s pre-trained models provide a head start in customizing for site-specific needs.

ReOpt Libraries Transform Logistics 

NVIDIA ReOpt AI software libraries can be used to optimize vehicle route planning and logistics in real time, which can be applied to fleets of AMRs.

Many factors need to be considered in deciding the optimal AMR fleet size to be deployed for large, complex environments. Robot speeds, battery life, transport size and weight, and facilities layout all factor in.

Companies can simulate (using Isaac Sim) multiple AMR interactions with NVIDIA ReOpt. These can happen quickly and accurately in digital twins of environments such as warehouses. And they can be implemented before deploying robots in production as situations change, saving time and money.

And, once deployed, routes have to be continuously re-optimized to deliver the most operational efficiency. NVIDIA ReOpt provides for dynamic reoptimization of routes to a fleet of heterogeneous AMRs based on a number of constraints.

Deploying AMRs Into Production

Available on NVIDIA EGX servers, the Isaac AMR platform enhances the development of AI-driven logistics by providing a complete path to build industrial and human-robot simulations as well as route optimizations.

Isaac AMR Platform is built to be enterprise class and cloud ready. The NVIDIA Technologies presented as part of the Isaac AMR platform can be securely deployed and managed on EGX servers with NVIDIA Fleet Command.

Check out the latest developments on Omniverse, Metropolis, DeepMap and ReOpt.

Learn more about the Isaac Robotics Platform and use the contact us form on the portal if you have any questions. 

Putting the power of graphics and AI at the fingertips of more users than ever, NVIDIA announced today new laptops and autonomous vehicles using GeForce RTX and NVIDIA AI platforms and expanded reach for GeForce NOW cloud gaming across Samsung TVs and the AT&T network.

A virtual address prior to CES showed next-gen games, new tools for creating virtual worlds, and AI-powered vehicles — all accelerated by NVIDIA technologies.

160-Plus Portable Powerhouses

“Ray tracing and AI are defining the next generation of content,” said Jeff Fisher, senior vice president of NVIDIA’s GeForce business, announcing more than 160 thin-and-light laptops using RTX 30 Series GPUs in a smorgasbord of mobile designs.

They will serve 3 billion gamers and tens of millions of content creators worldwide, who are increasingly turning to portable PCs.

Many of the systems will pack a new GeForce RTX 3080 Ti laptop GPU, the first time the flagship 80 Ti class comes to mobile PCs. It sports 16GB of the fastest ever GDDR6 memory in a laptop and delivers higher performance than the desktop TITAN RTX, with prices starting at $2,499.

More will light up with the GeForce RTX 3070 Ti laptop GPU, the newest member of our fastest-growing class of GPUs. It can drive displays at 100 frames/second with 1,440-pixel resolution, at prices starting at $1,499.

Laptops with the new GPUs will be available starting Feb. 1. They bring a fourth generation of Max-Q Technologies, a systems design approach that enables the thinnest, lightest, quietest gaming laptops.

The latest Max-Q applies AI to optimally balance GPU/CPU power use, battery discharge, image quality and frame rates. Laptops running it can provide up to 70 percent more battery life while delivering more performance.

Mainstream and Monster GPUs

Fisher also announced the GeForce RTX 3050, which brings ray tracing and accelerated AI to mainstream desktops.

The GPU lets mass market PCs run the latest games at 60 frames per second, thanks to graphics and AI cores in its NVIDIA Ampere architecture.

The RTX 3050 sports 8GB of GDDR6 memory. The card will be available from partners worldwide on Jan. 27 starting at $249.

“RTX is the new standard, and the GeForce RTX 3050 makes it more accessible than ever,” said Fisher, showing a “monster” RTX 3090 Ti (pictured below) also in the wings.

The RTX 3090 Ti will pack 24GB of GDDR6X running at 21 Gbit/s, the fastest memory ever. The GPU will crank out 40 teraflops for shaders, 78 teraflops for ray tracing and a whopping 320 teraflops of AI muscle. More details will be coming later this month.

New Initiatives with AT&T, Samsung

Giving high-performance mobile gaming new wings, AT&T and NVIDIA are working together to provide customers an optimized experience. And AT&T customers are getting a special offer to enjoy NVIDIA GeForce NOW on 5G.

“Starting today, AT&T customers with a 5G device on a qualifying plan, can get a six-month GeForce NOW Priority Membership at no charge,” said Fisher.

For its part, Samsung will offer NVIDIA’s cloud gaming service on its smart TVs through the Samsung Gaming Hub around midyear.

It’s the latest move to bring GeForce NOW to the living room. In November, LG showed a beta version of the service on its 2021 WebOS smart TVs.

As for games, GeForce NOW continues to expand support for the Electronic Arts catalog, adding Battlefield 4 and Battlefield 5 to GeForce NOW’s online library of more than 1,100 PC games played by 15 million subscribers.

Heart-Pounding RTX and Reflex Games

Speaking of new games, NVIDIA announced 10 new RTX games.

Fisher showed clips from four upcoming titles that this year will support RTX, DLSS — NVIDIA’s AI-powered graphics enhancing technology — or both.

Escape From Tarkov and Rainbow Six Extraction are adding DLSS, while The Day Before and Dying Light 2 Stay Human are adding both DLSS and ray tracing.

In addition, seven new titles support NVIDIA Reflex for low-latency gameplay. They include Sony’s God of War, Rainbow Six Extraction and iRacing, taking Reflex into the world’s premier online racing simulator.

And we’re raising the bar in esports. A new class of 27-inch esports displays with 1440-pixel resolution and G-SYNC at up to 360 Hz refresh rates will be available soon from AOC, ASUS, MSI and ViewSonic.

Building 3D Virtual Worlds

For the 45 million professionals who create games, movies and more, Fisher described tools transforming their workflows.

“We are at the dawn of the next digital frontier. Interconnected 3D virtual worlds … with shops, homes, people, robots, factories, museums … will be built by an expanding number of creators, collaborating across the globe,” he said.

NVIDIA Omniverse, the powerful platform for artists to collaborate and accelerate 3D work, remains free and is now generally available for GeForce and NVIDIA RTX Studio creators.

Omniverse uses Pixar’s open-standard Universal Scene Description (USD) to connect tools from more than 40 software development partners into a single 3D design platform. That lets creators across the globe collaborate in Omniverse on shared 3D workflows.

“This is the future of 3D content creation and how virtual worlds will be built,” Fisher said.

He detailed new capabilities in Omniverse, including:

• Omniverse Nucleus Cloud, a one-click-to-collaborate 3D scene sharing feature, now in early access
• Updates to Omniverse Audio2Face, an AI-enabled app that animates a 3D face based on an audio track, including direct export to Epic’s MetaHuman for creating realistic characters
• New assets from Mechwarrior 5 and Shadow Warrior 3 added to the Omniverse Machinima library
• And a wealth of free digital assets now available in the Omniverse launcher from leading 3D marketplaces.

In addition, we’ve upgraded NVIDIA Canvas, our Studio app that converts brushstrokes into photorealistic images. Available free to download here, it now supports 4x the resolution and new materials like flowers and bushes thanks to the efforts of NVIDIA researchers who developed GauGAN2.

It’s part of NVIDIA Studio’s broad and deep software stack, which accelerates more than 200 of the industry’s top creative applications.

All that software is available in systems as svelte as the Razer Blade 14, a new ultraportable with an RTX 3080 Ti.

“I feel like I can go anywhere with it and still am able to produce the quality artwork that I could do at home,” said a 3D artist who took it on a test drive and shared his experience in the special address.

Taking AI to the Street

In autonomous cars and trucks — another hot topic at CES — NVIDIA announced more companies adopting its open DRIVE Hyperion platform that includes a high-performance computer and sensor architecture meeting the safety requirements of fully autonomous vehicles.

The latest generation DRIVE Hyperion 8 is designed with redundant NVIDIA DRIVE Orin systems-on-a-chip, 12 state-of-the-art surround cameras, nine radar, 12 ultrasonics, one front-facing lidar and three interior-sensing cameras. It’s architected to be functionally safe, so that if one computer or sensor fails, there is a back up available to ensure that the AV can drive its passengers to a safe place.

Electric vehicle makers such as Volvo-backed Polestar and EV companies in China, including NIO, Xpeng, Li Auto, R Auto and IM Motors have all adopted DRIVE Hyperion.

“These new electric cars will get better and better over time with each over-the-air update,” said Ali Kani, vice president and general manager of NVIDIA’s automotive business.

“Such companies can benefit from new business models that are software driven,” he added.

Robotaxi services like Cruise, Zoox and DiDi and trucking services like Volvo, Navistar and Plus are also embracing DRIVE Hyperion.

Autonomous trucking company TuSimple announced at CES that it will build its new platform on NVIDIA DRIVE Orin. It’s working with leading delivery companies such as UPS, Navistar and Penske, and its technology has already improved arrival times for long-haul routes of the U.S. Postal Service.

Such vehicles will help fill an estimated shortage of more than 140,000 drivers by 2027 in the U.S. alone.

In addition, five leading automotive suppliers — Desay, Flex, Quanta, Valeo and ZF — now support DRIVE Hyperion.

Kani ended the session with a demo of NVIDIA DRIVE Concierge.

An always-on, digital assistant for drivers, it’s one example of helpful agents created with NVIDIA Omniverse Avatar using the company’s speech AI, computer vision, natural language understanding, recommendation engines and simulation technologies.

DRIVE Concierge is the latest addition to NVIDIA’s rich real-time, AI-based software stack for autonomous vehicles. The end-to-end solution also includes code to train AI models in the cloud and run complex simulations in data centers to safely test and validate an entire AV system.

“From AI in the car to AI in the cloud, NVIDIA is paving the way to safer and more efficient transportation,” said Kani.

For more news, check out our CES page and watch the full special address below.

As art evolves and artists’ abilities grow, so must their creative tools.

NVIDIA Canvas, the free beta app and part of the NVIDIA Studio suite of creative apps and tools, has brought the real-time painting tool GauGAN to anyone with an NVIDIA RTX GPU.

Artists use advanced AI to quickly turn simple brushstrokes into realistic landscape images, speeding up concept exploration and freeing more time to visualize ideas.

The NVIDIA Canvas update released today, powered by the GauGAN2 AI model and NVIDIA RTX GPU Tensor Cores, generates backgrounds with increased quality and 4x higher resolution, and adds five new materials to paint with.

Updates to NVIDIA Canvas, the launch of NVIDIA Omniverse in general availability and newly announced NVIDIA Studio products highlight all the Studio goodness at CES. Read the full recap.

Artwork Made More Easel-y

The NVIDIA Canvas update enables even more realistic images with greater definition and fewer artifacts, adding significant photorealism, all in up to 1K pixel resolution for increased visual quality.

Exports can easily be integrated into existing creative workflows by exporting to Adobe Photoshop or an artist’s preferred creative app.

Artists start in Canvas by sketching simple shapes and lines, then the AI model immediately fills the screen with real-world materials such as water, grass, snow, mountains and more for show-stopping results.

The update adds five new materials to create richer landscape environments: straw, flowers, mud, dirt and bushes.

These new materials can be further customized with nine preset styles that modify the look and feel of the painting. Artists have the option to upload their own imagery to create a one-of-a-kind background.

With Canvas’s new AI, creative possibilities have become even more limitless.

Start Painting With AI

Download the latest NVIDIA Canvas app update, give us feedback, and install the January NVIDIA Studio Driver to optimize your creative app arsenal.

Share your Canvas paintings with the hashtag #StudioShare for a chance to be featured on the Studio Facebook, Twitter and Instagram channels. Subscribe to the Studio YouTube channel for tutorials, tips and tricks by industry-leading artists, and stay up to date on all things Studio by signing up for the NVIDIA Studio newsletter.

We’re at the dawn of the next digital frontier. Creativity is fueling new developments in design, innovation and virtual worlds.

For the creators driving this future, we’ve built NVIDIA Studio, a fully accelerated platform with high-performance GPUs as the heartbeat for laptops and desktops.

This hardware is paired with exclusive NVIDIA RTX-accelerated software optimizations in top creative apps and a suite of tools like NVIDIA Omniverse, Canvas and Broadcast, which help creators enhance their workflows.

And it’s all supported by specialized drivers that are updated monthly for performance and reliability — like the January Studio Driver, available starting today.

The interconnected 3D virtual worlds of tomorrow are being built today. NVIDIA Omniverse, designed to be the foundation that connects these virtual worlds, is now available to millions of NVIDIA Studio creators using GeForce RTX and NVIDIA RTX GPUs.

We’ve also introduced GeForce RTX 3080 Ti and 3070 Ti-based Studio laptops, groundbreaking hardware with heightened levels of performance — especially on battery.

Updated with a major increase in fidelity, new materials and an upgraded AI model, NVIDIA Canvas enables artists to turn simple brushstrokes into realistic landscape images by using AI.

Omniverse Available to Millions of Individual Creators and Artists Worldwide

Expanding the NVIDIA Studio ecosystem, NVIDIA Omniverse is now available at no cost to millions of individual creators with GeForce RTX and NVIDIA RTX GPUs.

Bolstered by new features and tools, NVIDIA’s real-time design collaboration and simulation platform empowers artists, designers and creators to connect and collaborate in leading 3D design applications from their RTX-powered laptop, desktop or workstation.

Multi-app workflows can grind to a halt with near-constant exporting and importing. With Omniverse, creators can connect their favorite 3D design tools to a single scene and simultaneously create and edit between the apps.

We’ve also announced platform developments for Omniverse Machinima with new free game characters, objects and environments from Mechwarrior 5, Shadow Warrior 3, Squad and Mount & Blade II: Bannerlord; and Omniverse Audio2Face with new blendshape support and direct export to Epic’s MetaHuman; plus early access to new platform features like Omniverse Nucleus Cloud — enabling simple “one-click-to-collaborate” sharing of large Omniverse 3D scenes.

Learn more about Omniverse, the latest enhancements and its general availability, and download the latest version at nvidia.com/omniverse.

New Studio Laptops With GeForce RTX 3080 Ti and RTX 3070 Ti GPUs

NVIDIA Studio laptops provide the best mobile performance for 3D creation. The new GeForce RTX 3080 Ti Laptop GPU features 16GB of the fastest GDDR6 memory ever shipped in a laptop and higher performance than the desktop TITAN RTX.

The new GeForce RTX 3070 Ti also delivers fantastic performance — it’s up to 70 percent faster than RTX 2070 SUPER laptops.

Next-generation laptop technologies are amping up performance. We’ve worked with CPU vendors on CPU Optimizer. It’s a new, low-level framework enabling the GPU to further optimize performance, temperature and power of next-gen CPUs. As a result, CPU efficiency is improved and power is transferred to the GPU for more performance in creative applications.

In compute-heavy apps like Adobe Premiere, Blender and Matlab, we’ve developed Rapid Core Scaling. It enables the GPU to sense the real-time demands of applications and use only the cores it needs rather than all of them. This frees up power that can be used to run the active cores at higher frequencies, delivering up to 3x more performance for intensive creative work on the go.

ASUS, MSI and Razer are launching new laptops with a wide range of designs — and up to GeForce RTX 3080 Ti GPUs — starting in February.

Paint by AI With NVIDIA Canvas

Bolstered by work from the NVIDIA Research team developing GauGAN2, NVIDIA Canvas is now available with 4 times higher resolution and five new materials.

The GauGAN2 AI model incorporated in the latest update helps deliver more realistic images with greater definition and fewer artifacts.

Five new materials — straw, flowers, mud, dirt and bush — liven up and create richer landscape environments.

Read more about the latest NVIDIA Canvas update.

Reliable Performance

Creators can download the January Studio Driver, available now with improved performance and reliability for the Omniverse and Canvas updates.

With monthly updates, NVIDIA Studio Drivers deliver smooth performance on creative applications and the best possible experience when using NVIDIA GPUs. Extensive multi-app workflow testing ensures the latest apps run smoothly.

New Desktop Solutions, Coming Soon

Finally, the GeForce RTX 3050 GPU brings even more choice for creators. Our new entry-level GPU provides the most accessible way of getting great RTX benefits — real-time ray tracing, AI, a top-notch video encoder and video acceleration. Starting at just $279, it’s a great way to start creating with RTX. Look for availability from partners worldwide on Jan. 27.

One more thing: Keep an eye out for more information on GeForce RTX 3090 Ti later this month. It’ll have a huge 24GB of lightning-fast video memory, making it perfect for conquering nearly any creative task.

Subscribe to the Studio YouTube channel for tutorials, tips and tricks by industry-leading artists, and stay up to date on all things Studio by signing up for the NVIDIA Studio newsletter.

Designed to be the foundation that connects virtual worlds, NVIDIA Omniverse is now available to millions of individual NVIDIA Studio creators using GeForce RTX and NVIDIA RTX GPUs.

In a special address at CES, NVIDIA also announced new platform developments for Omniverse Machinima and Omniverse Audio2Face, new platform features like Nucleus Cloud and 3D marketplaces, as well as ecosystem updates.

With Omniverse, NVIDIA’s real-time 3D design collaboration and virtual world simulation platform, artists, designers and creators can use leading design applications to create 3D assets and scenes from their laptop or workstation.

Since its open beta launch a year ago, Omniverse has been downloaded by almost 100,000 creators who are accelerating their workflows with its core rendering, physics and AI technologies.

“With this technology, content creators get more than just a fast renderer,” said Zhelong Xu, a digital artist and Omniverse Creator based in Shanghai. “NVIDIA Omniverse and RTX give artists a powerful platform with infinite possibilities.”

Creators like Xu are the people who will use Omniverse’s tools to build and collaborate on the vast amounts of content needed for this next generation of the web. They’re building interconnected 3D virtual worlds for commerce, entertainment, creativity and industry.

These boundless worlds will be populated with shops, homes, people, robots, factories, museums — a staggering amount of 3D content. This content is challenging to produce, typically requiring multiple, often incompatible tools.

Omniverse connects these independent 3D design worlds into a shared virtual scene.

The culmination of over 20 years of NVIDIA’s groundbreaking work, Omniverse brings graphics, AI, simulation and scalable compute into a single platform to enhance existing 3D workflows.

With Omniverse, free for individual users, GeForce RTX Studio creators can connect their favorite 3D design tools to a single scene and simultaneously create and edit between the apps.

Download it at nvidia.com/omniverse.

Omniverse Enterprise, the paid subscription for professional teams, was made available at GTC in November and is sold by NVIDIA’s global partner network. Today’s announcement brings Omniverse capabilities into the hands of individual creators.

New Omniverse Features 

New features within Omniverse include: 

• Omniverse Nucleus Cloud enables “one-click-to-collaborate” simple sharing of large Omniverse 3D scenes, meaning artists can collaborate from across the room or the globe without transferring massive datasets. Changes made by the artist are reflected back to the client — like working on a cloud-shared document — but for a 3D scene.
• New support for the Omniverse ecosystem provided by leading 3D marketplaces and digital asset libraries gives creators an even easier way to build their scenes. TurboSquid by Shutterstock, CGTrader, Sketchfab and Twinbru have released thousands of Omniverse-ready assets for creators, all based on Universal Scene Description (USD) format, and are found directly in the Omniverse Launcher. Reallusion’s ActorCore, Daz3D and e-on software’s PlantCatalog will soon release their own Omniverse-ready assets.
• Omniverse Machinima for RTX creators who love to game — now featuring new, free characters, objects and environments from leading game titles like Mechwarrior 5 and Shadow Warrior 3, plus Mount & Blade II: Bannerlord and Squad assets in the Machinima library. Creators can remix and recreate their own game cinematics with these assets by dragging and dropping them into their scenes.
• Omniverse Audio2Face, a revolutionary AI-enabled app that instantly animates a 3D face with just an audio track, now offers blendshape support and direct export to Epic’s MetaHuman Creator app. This leaves the tedious, manual blend-shaping process to AI, so artists and creators can spend more time on their creative workflows.

Omniverse Ecosystem Expands

The NVIDIA Omniverse ecosystem expands with new Omniverse Connectors, extensions and asset libraries — built by many partners.

Today, there are 14 connectors to applications like Autodesk 3ds Max, Autodesk Maya and Epic Games’ Unreal Engine — with many more in the pipeline, including an Adobe Substance 3D Material Extension coming soon.

The latest Omniverse Connectors, extensions, and asset libraries include:

• e-on software’s VUE, an all-in-one application that allows users to create digital 3D nature, from skies and volumetric clouds to terrains, large-scale ecosystems, wind-swept vegetation populations, open water bodies, roads and rocks — all based on nature’s rules – and includes a native Omniverse live link connector that will sync all scene modifications directly to Omniverse stages.
• e-on software’s PlantFactory, a vegetation application that allows modeling of foliage as small as twigs or as big as giant redwood trees from scratch. It also models animation like wind and permits asset export in a wide variety of formats, including a direct link from PlantFactory to Omniverse.
• e-on software’s PlantCatalog, which provides a collection of over 120 ready-made procedural vegetation assets.
• Twinbru, a “digital twin of physical fabric” provider that supplies interior and exterior furnishing fabrics for drapery, sheers, curtains and upholstery applications, offering 21,000 different fabrics and 11,000 digitized fabric twins — all high quality and physically accurate — now integrated into Omniverse to help streamline manufacturing and architectural designs.

Watch the NVIDIA special address on demand for a recap of all of the company’s announcements at CES.

Creators can download NVIDIA Omniverse for free, submit their work to the NVIDIA Omniverse gallery, and find resources through our forums, Medium, Twitter, YouTube, Twitch, Instagram and Discord server.

CES has long been a showcase on what’s coming down the technology pipeline. This year, NVIDIA is showing the radical innovation happening now.

During a special virtual address at the show, Ali Kani, vice president and general manager of Automotive at NVIDIA, detailed the capabilities of DRIVE Hyperion and the many ways the industry is developing on the platform. These critical advancements show the maturity of autonomous driving technology as companies begin to deploy safer, more efficient transportation.

Developing autonomous vehicle technology requires an entirely new platform architecture and software development process. Both the hardware and software must be comprehensively tested and validated to ensure they can handle the harsh conditions of daily driving with the stringent safety and security needs of automated vehicles

This is why NVIDIA has built and made open the DRIVE Hyperion platform, which includes a high-performance computer and sensor architecture that meets the safety requirements of a fully autonomous vehicle. DRIVE Hyperion is designed with redundant NVIDIA DRIVE Orin systems-on-a-chip for software-defined vehicles that continuously improve and create a wide variety of new software- and service-based business models for vehicle manufacturers.

The latest-generation platform includes 12 state-of-the-art surround cameras, 12 ultrasonics, nine radar, three interior sensing cameras and one front-facing lidar. It’s architected to be functionally safe, so that if one computer or sensor fails, there is a back up available to ensure that the AV can drive its passengers to a safe place.

The DRIVE Hyperion architecture has been adopted by hundreds of automakers, truck makers, tier 1 suppliers and robotaxi companies, ushering in the new era of autonomy.

Innovation at Scale

Bringing this comprehensive platform architecture to the global automotive ecosystem requires collaboration with leading tier 1 suppliers.

Desay, Flex, Quanta, Valeo and ZF are now DRIVE Hyperion 8 platform scaling partners, manufacturing production-ready designs with the highest levels of functional safety and security.

“We are excited to work with NVIDIA on their DRIVE Hyperion platform,” said Geoffrey Buoquot, CTO and vice president of Strategy at Valeo. “On top of our latest generation ultrasonic sensors providing digital raw data that their AI classifiers can process and our 12 cameras, including the new 8-megapixel cameras, we are now also able to deliver an Orin-based platform to support autonomous driving applications with consistent performance under automotive environmental conditions and production requirements.”

“Flex is thrilled to collaborate with NVIDIA to help accelerate the deployment of autonomous and ADAS systems leveraging the DRIVE Orin platform to design solutions for use across multiple customers,” said Mike Thoeny, president of Automotive at Flex.

The breadth and depth of this supplier ecosystem demonstrate how DRIVE Hyperion has become the industry’s most open and adopted platform architecture. These scaling partners will help make it possible for the platform to start production as early as this year.

New Energy for a New Era

The radical transformation of the transportation industry extends from compute power to powertrains.

Electric vehicles aren’t just better for the environment, they also fundamentally improve the driving experience for consumers. With a quieter and more sustainable profile, EVs will begin to make up the majority of cars sold over the next several decades.

This evolution has given way to dozens of new energy vehicle startups. They have reimagined the car, starting with a new vehicle architecture based on programmable, software-defined compute. These NEVs will continuously improve over time with over-the-air updates.

Many leading NEV makers are adopting DRIVE Hyperion as the platform to develop these clean, intelligent models. From the storied performance heritage of Polestar to the breakthrough success of IM Motors, Li Auto, NIO, R Auto and Xpeng, these companies are reinventing the personal transportation experience.

These companies are benefiting from new, software-driven business models. With a centralized compute architecture, automakers can deliver fresh services and advanced functions throughout the life of the vehicle.

Truly Intelligent Logistics

AI isn’t just transforming personal transportation, it’s also addressing the rapidly growing challenges faced by the trucking and logistics industry.

Over the past decade, and accelerated by the pandemic, consumer shopping has dramatically shifted online, resulting in increased demand for trucking and last-mile delivery. This trend is expected to continue, as experts predict that 170 billion packages will be shipped worldwide this year, climbing to 280 billion in 2027.

At the same time, the trucking industry has been experiencing significant driver shortages, with the U.S. expected to be in need of more than 160,000 drivers by 2028.

TuSimple is facing these challenges head-on with its scalable Autonomous Freight Network. This network uses autonomous trucks to safely and efficiently move goods across the country. And today, the company announced these intelligent trucks will be powered by NVIDIA DRIVE Orin.

The advanced SoC will be at the center of TuSimple’s autonomous domain controller (ADC), which serves as an autonomous truck’s central compute unit that processes hundreds of trillions of operations per second, including mission-critical perception, planning and actuation functions.

As a result, TuSimple can accelerate the development of a high-performance, automotive-grade and scalable ADC that can be integrated into production trucks.

Everyone’s Digital Assistant

Kani also demonstrated the NVIDIA DRIVE Concierge platform, which delivers intelligent services that are always on.

DRIVE Concierge combines NVIDIA Omniverse Avatar, DRIVE IX, DRIVE AV 4D perception, Riva GPU-accelerated speech AI SDK and an array of deep neural networks to delight customers on every drive.

Omniverse Avatar connects speech AI, computer vision, natural language understanding, recommendation engines and simulation. Avatars created on the platform are interactive characters with ray-traced 3D graphics that can see, speak, converse on a wide range of subjects, and understand naturally spoken intent.

During the CES special address, a demo showed highlights of a vehicle equipped with DRIVE Concierge making the trip to Las Vegas, helping the driver prepare for the trip, plan schedules and, most importantly, relax while the car was safely piloted by the DRIVE Chauffeur.

These important developments in intelligent driving technology, as well as innovations from suppliers, automakers and trucking companies all building on NVIDIA DRIVE, are heralding the arrival of the autonomous era.

GeForce NOW is kicking off the new year by bringing more games, more devices and more networks to our cloud gaming ecosystem.

The next pair of Electronic Arts games, Battlefield 4 and Battlefield V, is streaming on GeForce NOW.

We’re also working closely with a few titans in their respective industries: AT&T and Samsung.

AT&T and NVIDIA have joined forces as collaborators in 5G technical innovation to deliver one of the world’s best gaming experiences. To celebrate, a special promotion for certain AT&T 5G subscribers is ongoing.

Going from the small screen to the big screen, look for GeForce NOW to arrive on select Samsung TVs later this year.

Set Foot on the Battlefield

Prepare for impact. Battlefield 4: Premium Edition and Battlefield V: Definitive Edition join the exhilarating collection of Electronic Arts titles streaming from the cloud.

Embrace unrivaled destruction in Battlefield 4: Premium Edition (Steam and Origin). Play across dynamic, interactive battlefield environments that react in real time to your reactions. Trigger a shipwreck, flood the streets for a tactical advantage, or take the edge on massive, chaotic maps with dozens of different vehicles. Plus, take on an intense single-player campaign where you’ll need to evacuate critical American VIPs from Shanghai and battle against the odds to get your squad home in times of international crisis.

Experience the ultimate war experience in Battlefield V: Definitive Edition (Steam and Origin). Enter mankind’s greatest conflict across land, air and sea and immerse yourself in the hard-fought battles of World War II. With all gameplay content unlocked from the get-go, choose from the complete arsenal of weapons, vehicles and gadgets available to stand out on the battlefield with the complete roster of Elites.

Get locked and loaded to play these games and more from Electronic Arts today on GeForce NOW.

Improved Streaming on 5G

Teaming up as 5G technical innovation collaborators, GeForce NOW is bringing the power of PC gaming to gamers with fast, reliable, secure AT&T 5G with a new offer.

Starting in January, AT&T customers with a 5G device on a 5G unlimited plan or another qualifying unlimited plan can get a six-month GeForce NOW Priority membership at no charge (a $49.99 value)*. Priority members enjoy an experience of up to 1080p at 60 frames per second, with priority access to GeForce NOW servers and extended session lengths of up to six hours. They also have access to RTX games.

Streaming to Even More TVs, Soon

NVIDIA is collaborating with Samsung to bring GeForce NOW to its Smart TVs. Our cloud gaming service will be added to the Samsung Gaming Hub, a new game-streaming discovery platform that bridges hardware and software to provide a better player experience.

We’ll have more announcements later this year, but anticipate the streaming experience being available in Q2.

This follows last month’s beta release of the GeForce NOW app for LG 2021 WebOS Smart TVs. The beta app is available in the LG Content Store for certain 2021 models. Stay tuned for updates as we approach a full release and add support for additional TVs, including 2022 models.

2021 delivered a host of great benefits for members, notably the GeForce NOW RTX 3080 membership with 1440p and 120 FPS gameplay streaming from the cloud.

2022 is sure to deliver, so check back every GFN Thursday as we share news on upcoming game launches, new game releases, service updates and more.

*Subject to change. Restrictions apply. See att.com/gaming for more details.

Not so long ago, searching for information could lead to a library to scan endless volumes or even tediously sift through microfilm. Clearly, technology is making the world a better place.

Scientists, researchers, developers and companies have been on a quest to solve some of the world’s most pressing problems. Only now they’re accelerating their efforts by putting NVIDIA GPU-driven AI to work.

And the benefits can be seen across critical global issues such as COVID-19 and climate change, to education and employment. Below is just some of the amazing work of 2021.

Accelerating COVID-19 Research

In 2021, medical researchers were able to accelerate vaccine discovery results to months instead of years. Advances in NVIDIA GPUs, AI and specialized software helped find the way.

Many played a part. Leading research institutions began harnessing NVIDIA GPUs to drive their work in cryo-electron microscopy, a technique used to study the structure of molecules — such as the spike proteins on the COVID-19 virus — and accelerate drug and vaccine discovery.

Highlighting this technological shift, four teams used NVIDIA accelerated computing and AI platforms to win spots as finalists for a Gordon Bell award or a special Gordon Bell prize for COVID research.

Modeling Climate Change 

Scientists are modeling climate change. As polar caps melt, one recent effort aims to predict sea ice loss. But what if you could accurately model the entire Earth’s change over time, using physics-based models and high-resolution graphics to show regional changes?

NVIDIA at GTC shared plans for creating a digital twin of Earth in Omniverse. The effort promises the world’s most powerful AI supercomputer, Earth-2, dedicated to forecasting the impacts of climate change.

With extreme weather events on the rise, climate-related disasters are increasingly threatening property and lives.

Speeding Disaster Detection

For the 2021 wildfire season in the U.S., the total damage and cumulative economic loss is predicted to be between $70 billion and $90 billion, according to AccuWeather. And floods cause more than $40 billion in damages worldwide a year, according to the Organization for Economic Cooperation and Development.

The human toll, in lives lost and livelihoods upended, has been devastating as well.

Flood detection models can help people in threatened zones evacuate to safety in time during heavy rains. Fire detection AI can help stop the spread of fires, prevent further air pollution and loss of trees and homes.

Creating Employment Equity 

The United Nations, citing the impact of technological advances on the labor market, has helped developed a strategy on the future of work that sets goals for decent and inclusive growth in work.

Data science startup Sama is committed to creating employment opportunities for underserved communities. The company’s market-leading data annotation platform, accelerated by NVIDIA GPUs, gives its customers an opportunity to partner with a socially responsible business and work with underserved communities.

Sama has about 4,000 employees with benefits working from East Africa to support its platform.

In addition to the social benefits of helping reduce inequality, Sama aims to address data bias. Creating diverse datasets can help ensure that AI models can be trained so that features work for everyone, helping mitigate risks for companies deploying them.

Helping Teach Students

Younger generations need to develop the skills, especially in STEM fields, to tackle these challenges. AI can help.

For example, U.S. math students rank 31st in the world, according to the Organization for Economic Cooperation and Development. To improve classroom engagement, a research team backed by the National Science Foundation has been developing AI to assist math teachers.

The effort has been tested in Colorado public schools, where it uses AI to analyze teachers’ use of discussion techniques as well as students’ responses. The AI-driven software offers instructors feedback that they can use for follow-up.

Separately, students are also learning AI. NVIDIA and the Boys & Girls Clubs of Western Pennsylvania are partnering on an effort to bring hands-on AI education to youth in clubs across the U.S. Among the first to adopt the program is the Boys & Girls Clubs of Hudson County, where students this summer learned how to build AI projects to aid Alzheimer’s patients and monitor pedestrian safety using NVIDIA Jetson Nano 2GB developer kits.

The school teaching aid and the Boys & Girls program are just a few of the examples displaying AI’s promise as a positive impact on education.

NVIDIA Inception is one of the largest startup ecosystems in the world — and its thousands of members achieved impressive feats in 2021, bringing AI and data science to an array of industries.

NVIDIA Inception nurtures cutting-edge AI, data science and HPC startups with go-to-market support, expertise and technology. This year, the program surpassed 9,000 members — about two-thirds of the total number of AI startups in the world, as estimated by Pitchbook.

Inception members worldwide are using AI to detect and monitor wildfires, power checkout-free refreshment stands at stadiums, predict car crashes, monitor utility poles and sort recyclables.

Here are some of the stories shared in 2021 by NVIDIA Inception companies doing breakthrough work in different industries:

Agriculture: Greeneye Cuts Chemicals, Costs for Farmers

Tel Aviv startup Greeneye is developing AI for precision spraying of crops, reducing use of herbicides by as much as 90 percent. Its system uses the NVIDIA Jetson platform to target herbicides on individual weeds in milliseconds, decreasing water and soil contamination. The company is working with corn and soybean farmers in the midwest U.S. to deploy its AI-driven smart sprayers on tractors.

Automotive: Plus Revs Up Autonomous Trucks

Self-driving truck company Plus, based in Silicon Valley, is building an autonomous vehicle platform that can be retrofitted to existing trucks or added to new vehicles by manufacturers. A software-defined system built on NVIDIA DRIVE Orin, the PlusDrive platform uses lidar, radar and cameras to gather data about a truck’s surroundings, plan its course and control the vehicle.

Healthcare: Peptone Powers Protein Engineering

U.K.-based Peptone has developed a protein drug discovery engine that helps scientists find protein variants with promising therapeutic properties. The startup uses generative AI models and complex simulations running on NVIDIA DGX A100 GPUs to model unstructured proteins, which are involved in cancer, inflammatory diseases and neurodegenerative diseases.

Public Sector: Fotokite Supports First Responders 

Fotokite, based in Zurich, used the NVIDIA Jetson platform to build an autonomous tethered drone that gives first responders an aerial perspective during fires, search-and-rescue missions or medical emergencies. The system’s thermal camera can help firefighters locate hotspots that need attention, find the safest location to enter or exit a structure, and guide firefighters on whether their hoses are targeting the right points.

Retail: Heartdub Drives Sustainable Fashion

Beijing-based Heartdub digitizes textiles and uses AI to simulate how clothes look on the human body, enabling creators to display and verify designs virtually. Its physics engine, which takes advantage of NVIDIA Quadro RTX 8000 GPUs and NVIDIA HDR InfiniBand networking, can lessen the number of physical samples needed, reduce waste from excess fabric and minimize unsold inventory.

Read more startup stories and join NVIDIA Inception.

It’s the final countdown for what’s been a big year for cloud gaming. For the last GFN Thursday of the year, we’re taking a look at some of the GeForce NOW community’s top picks of games that joined the GeForce NOW library in 2021.

Plus, check out the last batch of games coming to the cloud this year, with seven new additions streaming this week.

Bringing Gaming to Gamers

This year, the GeForce NOW library has reached over 1,100 PC games streaming on the service, including nearly 100 free-to-play options. Plus, new titles come to the cloud every GFN Thursday, meaning more players can play more games that they own.

Whether they’re playing on underpowered PCs, Macs, Chromebooks, SHIELD TVs, Android devices, iPhones or iPads, there’s a PC game for every player to stream instantly from this ever-expanding library — at legendary GeForce levels of performance.

Pumped Up Picks 

To round out a year full of great gaming and new title additions, the GeForce NOW community shared some of their picks to play on the cloud.

Guardians of the galaxy with RTX 3080 4K and HDR pic.twitter.com/cCzm2TyzUQ

— TheNorseman5 (@TheNorseman5) December 20, 2021

Guardians of the Galaxy, 4K 60fps on my Shield Pro!

— Lee Reid – ReidoBaggins (@ReidoBaggins) December 20, 2021

Members are having a blast strapping on Star-Lord’s boots for an original adventure in Marvel’s Guardians of the Galaxy, and have shared their love for the game.

“Marvel’s Guardians of the Galaxy looks absolutely stunning on GeForce NOW,” said DrSpaceman. “The colorful, alien worlds are so vibrant with RTX ON and the game plays like a dream.”

“Playing this game on the 3080 tier is just beautiful,” said Bill from NerdNest.tv. “The art direction is top notch.”

Gamers are also delighted to befriend charming spirit companions and enjoy a rich tale in Kena: Bridge of Spirits, and thrilled to overthrow a corrupt government in Far Cry 6.

“Kena: Bridge of Spirits was by far one of my favorite games, due to the graphics, visuals and the storyline,” said VetCloudGaming. “The visuals were amazing and reminded me of a film.”

@playnewworld ! New world for the win !!

— Wuyts jeroen (@Wuytsjeroen1990) December 20, 2021

For fun with friends, players are squading up to explore, build, craft and battle in the MMO New World or become the Vikings they were born to be in Valheim.

“New World has to be the biggest surprise game of the year,” said Marchief from Cloud Gaming Xtreme. “So many people wanted it, and now it’s on GeForce NOW.”

If stretching 2021 to include an extra month from the end of last year — members are taking Cyberpunk 2077 to the next level with cinematic quality by turning RTX ON for a glamorous game and gritty story.

Cyberpunk 2077 in 4K on the Shield with my 3080 membership

— H e l l M o n k e y (@HellMonkey88) December 20, 2021

Cyberpunk 2077, RTX 3080 at 1440p

— Ølivier GT: OlivierChlc (@OlivierChlc) December 20, 2021

Other games we’ve seen mentioned frequently include PowerWash Simulator and Gas Station Simulator for entertaining scenarios with wacky outcomes. Games like No Man’s Sky and Icarus are popular options for those looking for a challenge to explore and survive. And members wanting to become an unstoppable warrior should try Warframe for a sci-fi, story-driven, free-to-play game.

The Power to Play With GeForce RTX 3080

Another big win for GeForce NOW members this year is the ability to play all of these titles using the newest generation of cloud gaming with a GeForce NOW RTX 3080 membership.

RTX 3080 memberships turn nearly any device into a gaming rig capable of streaming at up to 1440p resolution and 120 frames per second on PCs, native 1440p or 1600p at 120 FPS on Macs, and 4K HDR at 60 FPS on SHIELD TV, with ultra-low latency that goes head-to-head with many local gaming experiences.

It also comes with the longest gaming session length available of eight hours, full control to customize in-game graphics settings, as well as RTX ON rendering environments in cinematic quality for supported games.

Besides powering up your ultimate cloud gaming experience on GeForce NOW, for a limited time, get the gift of a copy of Crysis Remastered free with the purchase of an RTX 3080 membership or six-month Priority membership. Terms and conditions apply.

End Games for 2021

The following seven titles come to the cloud this week to close out a year packed full of gaming:

• BattleBeasts (Steam)
• Moving Out (Epic Games Store)
• NARAKA: BLADEPOINT (Epic Games Store)
• Operencia: The Stolen Sun (Steam)
• PC Building Simulator (Epic Games Store)
• Salt and Sanctuary (Epic Games Store)
• Wargroove (Steam)

We make every effort to launch games on GeForce NOW as close to their release as possible, but, in some instances, games may not be available immediately.

Stay tuned and look out for new announcements at CES to see how we’re kicking off 2022. Tell us what you want to see next for GeForce NOW on Twitter or in the comments below.