NVIDIA Boosts IQ of Self-Driving Cars with World's First In-Car Artificial Intelligence Supercomputer
New DRIVE PX 2 Uses Deep Learning and Supercomputing to Enable Cars to Sense Surroundings, Navigate Autonomously
Public Relations
Jen Andersson
PR Manager Northern Europe
NVIDIA
jandersson@nvidia.com
LAS VEGAS-CES-Jan. 4, 2016-Accelerating the race to autonomous cars, NVIDIA today launched NVIDIA DRIVE PX 2 - the world's most powerful engine for in-vehicle artificial intelligence.
NVIDIA DRIVE PX 2 allows the automotive industry to use artificial intelligence to tackle the complexities inherent in autonomous driving. It utilizes deep learning on NVIDIA's most advanced GPUs for 360-degree situational awareness around the car, to determine precisely where the car is and to compute a safe, comfortable trajectory.
Drivers deal with an infinitely complex world, said Jen-Hsun Huang, co-founder and CEO, NVIDIA. Modern artificial intelligence and GPU breakthroughs enable us to finally tackle the daunting challenges of self-driving cars.
NVIDIA's GPU is central to advances in deep learning and supercomputing. We are leveraging these to create the brain of future autonomous vehicles that will be continuously alert, and eventually achieve superhuman levels of situational awareness. Autonomous cars will bring increased safety, new convenient mobility services and even beautiful urban designs - providing a powerful force for a better future.
24 Trillion Deep Learning Operations per Second
Created to address the needs of NVIDIA's automotive partners for an open development platform, DRIVE PX 2 provides unprecedented amounts of processing power for deep learning, equivalent to that of 150 MacBook Pros
Its two next-generation Tegra processors plus two next-generation discrete GPUs, based on the Pascal architecture, deliver up to 24 trillion deep learning operations per second, which are specialized instructions that accelerate the math used in deep learning network inference. That's over 10 times more computational horsepower than the previous-generation product.
DRIVE PX 2's deep learning capabilities enable it to quickly learn how to address the challenges of everyday driving, such as unexpected road debris, erratic drivers and construction zones. Deep learning also addresses numerous problem areas where traditional computer vision techniques are insufficient - such as poor weather conditions like rain, snow and fog, and difficult lighting conditions like sunrise, sunset and extreme darkness.
For general purpose floating point operations, DRIVE PX 2's multi-precision GPU architecture is capable of up to 8 trillion operations per second. That's over four times more than the previous-generation product. This enables partners to address the full breadth of autonomous driving algorithms, including sensor fusion, localization and path planning. It also provides high-precision compute when needed for layers of deep learning networks.
Deep Learning in Self-Driving Cars
Self-driving cars use a broad spectrum of sensors to understand their surroundings. DRIVE PX 2 can process the inputs of 12 video cameras, plus lidar, radar and ultrasonic sensors. It fuses them to accurately detect objects, identify them, determine where the car is relative to the world around it, and then calculate its optimal path for safe travel.
This complex work is facilitated by NVIDIA DriveWorks , a suite of software tools, libraries and modules that accelerates development and testing of autonomous vehicles. DriveWorks enables sensor calibration, acquisition of surround data, synchronization, recording and then processing streams of sensor data through a complex pipeline of algorithms running on all of the DRIVE PX 2's specialized and general-purpose processors. Software modules are included for every aspect of the autonomous driving pipeline, from object detection, classification and segmentation to map localization and path planning.
End-to-End Solution for Deep Learning
NVIDIA delivers an end-to-end solution - consisting of NVIDIA DIGITS and DRIVE PX 2 - for both training a deep neural network, as well as deploying the output of that network in a car.
DIGITS is a tool for developing, training and visualizing deep neural networks that can run on any NVIDIA GPU-based system - from PCs and supercomputers to Amazon Web Services and the recently announced Facebook Big Sur Open Rack-compatible hardware. The trained neural net model runs on NVIDIA DRIVE PX 2 within the car.
Strong Market Adoption
Since NVIDIA delivered the first-generation DRIVE PX last summer, more than 50 automakers, tier 1 suppliers, developers and research institutions have adopted NVIDIA's AI platform for autonomous driving development. They are praising its performance, capabilities and ease of development.
Using NVIDIA's DIGITS deep learning platform, in less than four hours we achieved over 96 percent accuracy using Ruhr University Bochum's traffic sign database. While others invested years of development to achieve similar levels of perception with classical computer vision algorithms, we have been able to do it at the speed of light.
- Matthias Rudolph, director of Architecture Driver Assistance Systems at Audi
BMW is exploring the use of deep learning for a wide range of automotive use cases, from autonomous driving to quality inspection in manufacturing. The ability to rapidly train deep neural networks on vast amounts of data is critical. Using an NVIDIA GPU cluster equipped with NVIDIA DIGITS, we are achieving excellent results.
- Uwe Higgen, head of BMW Group Technology Office USA
Due to deep learning, we brought the vehicle's environment perception a significant step closer to human performance and exceed the performance of classic computer vision.
Most recent headlines
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
09/10/2026
September 10 2026, 06:00 (PDT) Dolby Expands Dolby OptiView Platform with New Capabilities at IBC 2026
New Sports Intelligence helps providers better unders...
08/10/2026
Modern venues have come a long way since the tinny, echoing audio of the mid 20t...
08/10/2026
ESPN's first Super Bowl production will stream in English and Spanish on Disney+, while the ESPN App carries the full slate of game, ManningCast, studio, an...
08/10/2026
From high-school videoboards to War Eagle Productions, the Opelika native is learning how to lead shows and capture big moments
The future of live sports produ...
08/10/2026
The Television Academy and Prime Video have announced a six-year agreement making Prime Video the exclusive global home of the Emmy Awards beginning with the 20...
08/10/2026
Techex will exhibit at NAB Show New York 2026 (Booth 623, Javits Center, October...
08/10/2026
X Games has announced the appointment of Steve Rogers as Chief Operating Officer. Rogers previously served as COO of World Supercross and spent nearly a decade ...
08/10/2026
Fonn Group has appointed Trevor Spielmann as Sales Director for Germany, Austria, and Switzerland. Spielmann joins from EVS, where he held sales and business de...
08/10/2026
The flagship program will originate from major PG events with a four-camera production, live distribution across PGTV, social platforms
Perfect Game is bringin...
08/10/2026
Innovation rarely happens in a vacuum. More often, it happens at the point of collision: when worlds that have run on separate tracks begin to converge. That is...
08/10/2026
For decades, the production and broadcast services business has run on a familia...
08/10/2026
Uplynk, Zixi, BroadView Software, and Grass Valley have published The IP Converg...
08/10/2026
The NFL has announced the return of the Big Data Bowl, the league's analytics competition, now in its ninth year and again powered by AWS. Registration is o...
08/10/2026
Eutelsat has renewed its partnership with T l diffusion d'Alg rie (TDA), Algeria's national broadcasting network operator, for continued distribution of...
08/10/2026
Disney will livestream Super Bowl LXI on February 14, 2027, alongside the game's broadcast on ESPN and ABC. All Disney subscribers in the United States wi...
08/10/2026
RHStv and Red House Streaming have announced an expansion of their partnership w...
08/10/2026
Gray Media has announced a distribution agreement with TEGNA and DAZN to simulca...
08/10/2026
SVG readers can save 10% on registration and receive a complimentary Solutions H...
08/10/2026
PROTON Camera Innovations GmbH has been named a recipient of a 2026 Technology a...
08/10/2026
Industry leaders discuss real-world cloud workflows for live game production, pl...
08/10/2026
The next-gen audio technology joins Dolby Vision as part of Apple TV's immersive F1 experience...
08/10/2026
David France, Jesse Short Bull, Mato Wayuhi, N. Bird Runningwater, Jodi Archambau, Jhane Myers, Paul McGuire, Amber Morning Star Byars, Holly Macarro, Nick Tils...
08/10/2026
Dynamic panning plug-ins get an upgrade
Sound Particles have just announced major updates for two of their popular dynamic panning plug-ins. Energy Panner 2...
08/10/2026
New expandable instrument boasts full DMNO engine
UDO Audio have just announced the upcoming release of a new, expandable synth that packs the power of the ...
08/10/2026
Two new subwoofers added to monitoring line-up
ADAM Audio's monitoring range has just been expanded with two new DSP-equipped subwoofers, the Sub8 PRO a...
08/10/2026
eds3_5_jq(document).ready(function($) { $(#eds_sliderM519).chameleonSlider_2_1({ content_source:......
08/10/2026
Calrec gives broadcasters freedom of choice at NAB Show New York We're looking forward to meeting up with you all at NAB New York on 21st-22nd October.
Cal...
08/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/10/2026
Globecast, a leading provider of broadcast, media and entertainment managed services, will showcase its next generation of media orchestration services at NAB S...
08/10/2026
Clear-Com played a critical role in the production communications infrastructure for Rock in Rio 2026, one of the world's largest and most recognized music...
08/10/2026
Sohonet Launches ClearView Rush: A Leap Forward in Studio Review, Built for Crea...
08/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/10/2026
Ikegami announces a major expansion to its range of broadcast-quality live production cameras. Scheduled for introduction on Ikegami booth 708 at NAB New York, ...
08/10/2026
Calrec will be located at Booth 444.
Freedom to choose
The media landscape is evolving quickly, and the broadcasters best placed for what comes next will be...
08/10/2026
LiveU has announced that CRD Audiovisuel relied on LiveUs LU900Q intelligent production unit, with built-in native LiveU IQ (LIQ ) connectivity, to deliver live...
08/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/10/2026
Marshall Electronics, a globally recognized provider of high-performance video solutions for broadcast, streaming, AV and professional production, will exhibit ...
08/10/2026
14-hour package also includes A Remarkable Place to Die season 2 as well as libr...
NVIDIA Boosts IQ of Self-Driving Cars with World's First In-Car Artificial Intelligence Supercomputer
