
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 ...
04/08/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
04/07/2026
April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...
01/06/2026
January 6 2026, 05:30 (PST) Dolby Sets the New Standard for Premium Entertainment at CES 2026
Throughout the week, Dolby brings to life the latest innovatio...
02/05/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
01/05/2026
January 5 2026, 18:30 (PST) NBCUniversal's Peacock to Be First Streamer to ...
16/04/2026
Appear ASA (OSE: APR) will announce three additions to its X Platform at NAB Sho...
16/04/2026
Harmonic has announced that CentralCast, a centralized master control facility for U.S. public media, has deployed Harmonic's XOS Advanced Media Processor t...
16/04/2026
Interra Systems has announced that Encompass Digital Media has integrated its BA...
16/04/2026
Grass Valley will demonstrate its Media Infrastructure capabilities at NAB Show 2026 (Booth C2408, Central Hall), bringing routing, signal processing, and orche...
16/04/2026
As preparations ramp up for the FIFA World Cup 2026, Verizon has outlined a sweeping connectivity and infrastructure initiative that will underpin broadcast ope...
16/04/2026
Advanced Image Robotics (AIR) has announced its selection for the 2026 MLS Innovation Lab. AIR will work with MLS clubs, players, and executives on automated vi...
16/04/2026
JWX has announced the acquisition of True Anthem, an AI-powered social publishin...
16/04/2026
Jomboy Media and FuboTV Inc. have launched the Jomboy Media Channel, a 24/7 channel available to FuboTV base plan subscribers. The channel, timed to the start o...
16/04/2026
Wave Central, a Domo Broadcast Company (Booth C2820), and EVS Broadcast Equipmen...
16/04/2026
Tata Communications and Formula 1 have released Race Before the Race, the firs...
16/04/2026
DPA Microphones has released a firmware update for its N-Series Digital Wireless...
16/04/2026
Sony's Live Stage at NAB Show 2026 is the place to hear directly from the content creators, end users, and technology experts who are pushing boundaries in ...
16/04/2026
Perfect Game and Youth Prospects have announced a partnership covering broadcast...
16/04/2026
National Collegiate Rugby (NCR) has announced a media rights partnership with Al...
16/04/2026
Audio-Technica has announced two new mid-side (MS) stereo broadcast microphones:...
16/04/2026
PSSI Global Services has announced the acquisition of Beagle Networks, a provider of IT infrastructure and onsite technical support for media and enterprise cus...
16/04/2026
Blackmagic Design has released Blackmagic Camera for iOS 3.3, a free update available now from the Apple App Store. The update will be demonstrated at NAB Show ...
16/04/2026
As live sports production continues to expand across linear, digital, and in-ven...
16/04/2026
Part of an infrastructure upgrade, the recently constructed spaces accommodate n...
16/04/2026
NBC has added NEP's Supershooter 11, which only just came online in time for...
16/04/2026
At Spotify, we want your experience to feel intuitive and personal across every moment of the day. Whether you're streaming your favorite playlist while you...
16/04/2026
Vintage broadcast experts release second plug-in
Telsie T is the second plug-in to be released by SonicWorld, a German audio company who specialise in servi...
16/04/2026
Compact unit offers hands-on plug-in control
Softube have just announced the launch of their latest hardware unit, the Flow Studio. Housed in a compact desk...
16/04/2026
Use any VST3 plug-in on immersive audio
Fiedler Audio have just released a powerful new plug-in wrapper that brings full VST3 processing to Dolby Atmos and ...
16/04/2026
Analysis plug-in gains enhanced frequency readouts
Nugen Audio's real-time analysis plug-in has just received a significant update that introduces some ...
16/04/2026
Recording & Music Technology Show
Sound On Sound are pleased to announce a new recording and music technology exhibition taking place in London on Saturday ...
16/04/2026
SBS reveals all-star alumni team to celebrate 70 years of the Eurovision Song Co...
16/04/2026
For decades, understanding the physical world from space has required a trade-of...
16/04/2026
The integration accelerates demographic audience delivery across local markets a...
16/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
16/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
16/04/2026
Telestream Cloud Services, including Vantage Cloud, UP, and SENTRY monitoring tools, are now optimized for OCI, powering flexible multi-cloud media orchestratio...
16/04/2026
Fox Corporation (Nasdaq: FOXA, FOX; FOX or the Company ) today announced a strategic collaboration with Amazon Web Services (AWS), naming AWS as its preferre...
16/04/2026
Triveni Digital, a trusted leader in ATSC 1.0 and 3.0 service delivery, data broadcasting, and quality assurance solutions, today announced an ISDB-Tb capabilit...
16/04/2026
Synamedia and SoFast announce strategic go-to-market partnership to accelerate FAST, pay-TV, and VOD
At the NAB Show 2026, Synamedia and SoFast are announcing ...
16/04/2026
Showcases New, Open-Standard IP Solutions Across Its Portfolio, From Production to Playout
Imagine Communications is marking a decade of leadership in ST 2110 ...
16/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
16/04/2026
Sportway Media Group, a world leading AI-automated sports production company and Broadcast Solutions, a leading system integrator and provider of innovative sol...
16/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
16/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
16/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
16/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
16/04/2026
AJA Enters into Agreement to Acquire Video Encoding Software Company Comprimato
Brie Clayton April 15, 2026
0 Comments
Deal will expand AJA's video ...
16/04/2026
Deity Announces PR-4 Compact Field Recorder with Pre-Orders Launching April 14
Brie Clayton April 15, 2026
0 Comments
Deity Microphones today announce...