Editor's note: This is the latest post in our NVIDIA DRIVE Labs series, which takes an engineering-focused look at individual autonomous vehicle challenges and how NVIDIA DRIVE addresses them. Catch up on all of our automotive posts, here.
Even with advanced driver assistance systems automating more driving functions, human drivers must maintain their attention at the wheel and build trust in the AI system.
Traditional driver monitoring systems typically don't understand subtle cues such as a driver's cognitive state, behavior or other activity that indicates whether they're ready to take over the driving controls.
NVIDIA DRIVE IX is an open, scalable cockpit software platform that provides AI functions to enable a full range of in-cabin experiences, including intelligent visualization with augmented reality and virtual reality, conversational AI and interior sensing.
Driver perception is a key aspect of the platform that enables the AV system to ensure a driver is alert and paying attention to the road. It also enables the AI system to perform cockpit functions that are more intuitive and intelligent.
In this DRIVE Labs episode, NVIDIA experts demonstrate how DRIVE IX perceives driver attention, activity, emotion, behaviour, posture, speech, gesture and mood with a variety of detection capabilities.
A Multi-DNN Approach Facial expressions are complex signals to interpret. A simple wrinkle of the brow or shift of the gaze can have a variety of meanings.
DRIVE IX uses multiple DNNs to recognize faces and decipher the expressions of vehicle occupants. The first DNN detects the face itself, while a second identifies fiducial points, or reference markings - such as eye location, nose, etc.
On top of these base networks, a variety of DNNs operate to determine whether a driver is paying attention or requires other actions from the AI system.
The GazeNet DNN tracks gazes by detecting the vector of the driver's eyes and mapping it to the road to check if they're able to see obstacles ahead. SleepNet monitors drowsiness, classifying whether eyes are open or closed, running through a state machine to determine levels of exhaustion. Finally, ActivityNet tracks driver activity such as phone usage, hands on/off the wheel and driver attention to road events. DRIVE IX can also detect whether the driver is properly sitting in their seat to focus on road events.
In addition to driver focus, a separate DNN can determine a driver's emotions - a key indicator of their ability to safely operate the vehicle. Taking in data from the base face-detect and fiducial-point networks, DRIVE IX can classify a driver's state as happy, surprised, neutral, disgusted or angry.
It can also tell if the driver is squinting or screaming, indicating their level of visibility or alertness and state of mind.
A Customizable Solution Vehicle manufacturers can leverage the driver monitoring capabilities in DRIVE IX to develop advanced AI-based driver understanding capabilities for personalizing the car cockpit.
The car can be programmed to alert a driver if their attention drifts from the road, or the cabin can adjust settings to soothe occupants if tensions are high.
And these capabilities extend well beyond driver monitoring. The aforementioned DNNs, together with gesture DNN and speech capabilities, enable multi-modal conversational AI offerings such as automatic speech recognition, natural language processing and speech synthesis.
These networks can be used for in-cabin personalization and virtual assistant applications. Additionally, the base facial recognition and facial key point models can be used for AI-based video conferencing platforms.
The driver monitoring capabilities of DRIVE IX help build trust between occupants and the AI system as automated driving technology develops, creating a safer, more enjoyable intelligent vehicle experience.
Most recent headlines
11/12/2025
Dalet, a leading provider of cloud-native, end-to-end media workflow solutions, ...
06/12/2025
FORT LAUDERDALE, Fla. A new survey from Pixitmedia by Datacore revealed a major shift in the Media & Entertainment industry in media archiving, with 85% of resp...
06/12/2025
HACKENSACK, N.J. LiveU has announced that the national public broadcaster Czech Television has completed one of the largest LiveU live production deployments fo...
06/12/2025
NEW YORK The National Academy of Television Arts and Sciences (NATAS) presented the Excellence in Production Technology Emmy Award to NASA+ and Dr. Tom Leight...
05/12/2025
2025 Sports Broadcasting Hall of Fame: Curt Gowdy Jr. - Master Storyteller, Nati...
05/12/2025
SVG Sit-Down: Veritone's Sean King on the Power of Mining Video, Audio DataThe company's Data Refinery offers users total control and governance over da...
05/12/2025
Platinum White Paper: Inside the Nashville Predators' Unified, Flexible, Sca...
05/12/2025
Netflix Reaches Agreement To Acquire Warner Bros. Following Planned WBD SplitThe deal does not include WBDs sports assets like TNT Sports (US, UK, LatAm), Euros...
05/12/2025
FOX Sports Returns to Indianapolis for Primetime Broadcast of Big Ten Championsh...
05/12/2025
SVG Summit 2025 Preview: Digital Engagement & Monetization Workshop Tackles the ...
05/12/2025
Atlanta United Lights Up New Emory Healthcare Studio With First Live Broadcast f...
05/12/2025
As Messi Takes the Pitch, MLS, Apple, NEP Roll Out Largest MLS Cup Production Ev...
05/12/2025
ESPN Enters College Football's Most Intense Month With Elevated Workflows fo...
05/12/2025
It's about that time! Awards season is in full swing, and the Film Independe...
05/12/2025
Every year, Spotify Wrapped offers a personalized look back at the audio that defined your year. It's a snapshot of your listening habits, designed to tell ...
05/12/2025
In 2025, Spotify's EQUAL, GLOW, and RADAR programs celebrated women, LGBTQIA , and emerging artists who turned moments into milestones. From breaking record...
05/12/2025
In our latest blog, we explain how Wi-Fi 7 rollouts can drive consumer loyalty with value-add services such as consumer cybersecurity. We also explore how this ...
05/12/2025
LOS ANGELES Netflix announced it has entered into an agreement to acquire the assets of Warner Bros. for $82.7 billion....
05/12/2025
NEW YORK Nielsens Gracenote has launched Gracenote Content Connect, a new ad platform that provides agencies, brands, supply-side platforms (SSPs) and demand-si...
05/12/2025
NEW YORK In an most important update to the workings of deal-based programmatic advertising, IAB Tech Lab has released version 1.0 of its Deals API for public c...
05/12/2025
NEW YORK Pass the turkey. Pass the stuffing. Pass the cranberry sauce. All are common requests of Americans celebrating Thanksgiving Day with family and f...
05/12/2025
NEW YORK Iris, the new cloud-connected camera control platform, has officially launched with features that turn virtually any PTZ camera into a software-connect...
05/12/2025
HOLLYWOOD, Calif. Netflix announced today that it has entered into an agreement to acquire the assets of Warner Bros. for $82.7 billion....
05/12/2025
NEW YORK Iris, the new cloud-connected camera control platform, has officially launched with features that turn virtually any PTZ camera into a software-connect...
05/12/2025
WASHINGTON The Federal Communications Commission has approved AT&T's $1.02 billion acquisition of spectrum from UScellular in a decision that was issued sho...
05/12/2025
The Best Coldplay Songs: 21 Tracks That Shoot for the Stars From Yellow to Viva La Vida, Fix You to Paradise, this playlist goes back to the start.
December ...
05/12/2025
Zafris Lecture Series Brings Nabil Ayers to Berklee The 32nd annual James G. Zafris Distinguished Lecture series was held on Thursday, November 13, with guest...
05/12/2025
Friday 5 December 2025
A new Game of Thrones Tale: Official trailer for Sky Exc...
05/12/2025
Back to All News
Don Lee, Lee Jin-uk, and Lalisa Manobal to Star in Netflix Act...
05/12/2025
Tis the season of giving once again and this year we've taken our Give Back Fridays' concept and turned it on its head.
In the autumn we were approach...
05/12/2025
Brayden Gogis doesn't remember a time when he wasn't completely fixated on games in all forms. In preschool, when they asked us to dress up as what we ...
05/12/2025
The Grinch steals the spotlight as the theme for The Late Late Toy Show 2025
Tune in tonight at 9:35pm on RT One and worldwide on RT Player
#LateLateToyShow...
05/12/2025
RT Announces New Presenters of Flagship News Programmes
New RT Six One News co-presenter Tommy Meskill
Sarah McInerney & Justin McCarthy join Morning Ir...
04/12/2025
ToolsOnAir Blackmagic Design HyperDeck Event Presets for just:in mac pro 2025 & ...
04/12/2025
ToolsOnAir AJA Ki Pro Event Presets for just:in mac pro 2025 & just:in linux
More Details:Starting with version 5.5, both just:in mac pro and just:in linux sol...
04/12/2025
Wangu Kanuri from Kenya and Godwin Asediba from Ghana are two of this years finalists for Thomsons Young Journalist of the Year Award. The pair are runners-up i...
04/12/2025
SVG Sit-Down: ProximaVision's Claudio Lisman on Why Tethered Drones Could Be...
04/12/2025
SVG Campus Shot Callers: Imry Halevi, Senior Associate Director of Athletics, Co...
04/12/2025
Platinum White Paper: LiveU Lightweight Sports Production: A Step Change in Spor...
04/12/2025
London to Riyadh: DAZN brings the boxing glamour to new production levels for Be...
04/12/2025
Analysis: Paramount bets on the battering ram' with Champions League play By Callum McCarthy, Editor-at-Large
Tuesday, December 2, 2025 - 10:12
Print ...
04/12/2025
Space City Home Network Launches SCHN DTC App for Astros and RocketsThe Rockets and Astros were previously the lone NBA and MLB teams without a DTC appBy Jason...
04/12/2025
SVG Summit 2025 Preview: Content Workflows Workshop Spotlights Evolution of Spor...
04/12/2025
New Sponsor Spotlight: Geotech's Patrick Wambold On the Unreal Engine Revolu...
04/12/2025
Curt Gowdy Jr. - Master Storyteller, Nationally and RegionallyBy Jason Dachman, Editorial Director, U.S.
Thursday, December 4, 2025 - 1:52 pm
Print This Sto...
04/12/2025
(L-R) Rebecca Lichtenfeld, Mohammadreza Eyni, Sara Khaki, and Judith Helfand att...
04/12/2025
SBS launches Future Frames initiative to support emerging First Nations video ed...
04/12/2025
Coronal mass ejections caused by eruptions on the surface of the sun can have fa...
04/12/2025
Gracenote Content Connect enables media ecosystem to precisely align ad campaigns and programming based on rich content signals
NEW YORK - December 4, 2025 - N...
Editor's note: This is the latest post in our NVIDIA DRIVE Labs series, which takes an engineering-focused look at individual autonomous vehicle challenges and how NVIDIA DRIVE addresses them. Catch up on all of our automotive posts, here.
