
For autonomous vehicles, what's on the surface matters.
While humans are taught to avoid snap judgments, self-driving cars must be able to see, detect and act quickly and accurately to operate safely. This capability requires a robust perception software stack that can comprehensively identify and track the vehicle's surrounding environment.
Startups worldwide are developing these perception stacks, using the high-performance, energy-efficient compute of NVIDIA DRIVE AGX to deliver highly accurate object detection to autonomous vehicle manufacturers.
The NVIDIA DRIVE AGX platform processes data from a range of sensors - including camera, radar, lidar and ultrasonic - to help autonomous vehicles perceive the surrounding environment, localize to a map, then plan and execute a safe path forward. This AI supercomputer enables autonomous driving, in-cabin functions and driver monitoring, plus other safety features - all in a compact package.
Hundreds of automakers, suppliers and startups are building self-driving vehicles on NVIDIA DRIVE AGX, which is why perception stack developers across the globe have chosen to develop their solutions on the AI platform.
Development From Day One NVIDIA DRIVE is the place to start for companies looking to get their perception solutions up and running.
aiMotive, a self-driving startup based out of Hungary, has built a modular software stack, called aiDrive, that delivers comprehensive perception capabilities for automated driving solutions.
The company first began building out its solution on a compute platform with NVIDIA DRIVE in 2016. With high-performance, energy-efficient compute, aiDrive can perform perception using mono, stereo and fisheye cameras, as well as fuse data from radar, lidar and other sensors for a flexible and scalable solution.
aiDrive fuses data from vehicle sensors for flexible, scalable perception. We've been using NVIDIA DRIVE from day one, said P ter Kov cs, aiMotive's senior vice president of aiDrive. The platforms work turnkey and support easy cross-target development - it's also a technology ecosystem that developers are familiar with.
Stradvision, a startup based in South Korea, was formed by perception specialists in 2014 to build advanced driver assistance systems at scale. By developing on NVIDIA DRIVE AGX, the company has deployed a robust perception deep neural network for AI-assisted driving platforms.
Stradvision's robust perception solution operates in poor weather conditions, such as snow. The DNN, known as SVNet, is one of a few networks that meet the accuracy and computational requirements of production vehicles.
Performance at Every Level Even for lower levels of autonomy, such as ADAS or AI-assisted driving, a robust perception stack is critical for safety.
PhantomVision uses cameras around the vehicle for complete, 360-degree coverage. Silicon Valley startup Phantom AI has leveraged years of automotive and tech industry experience to develop an intelligent perception stack that can predict object motion. The computer vision solution, known as PhantomVision, covers a 360-degree view from the vehicle in a combination of front-, side- and rear-view cameras.
The real-time detection and target tracking on the bird's-eye view provides an accurate motion estimate of road objects. The high-performance processing of DRIVE AGX enables the software to perform live perception functions.
CalmCar's perception solution emphasizes safety, with automotive-grade compute at its core. With the mission of creating a safer road environment for all users, Chinese startup CalmCar has built a multi-camera active surround view perception system. With the automotive-grade NVIDIA DRIVE Xavier at its core, CalmCar's solution enables Level 2+ driving, valet parking and mapping.
By developing comprehensive solutions on NVIDIA DRIVE, these startups are delivering accurate and robust perception to AI-assisted and autonomous vehicles around the world.
North America Stories
03/04/2026
Michigan's Fab Five will reunite for an alternate presentation of the Mich...
03/04/2026
Avid will exhibit at NAB Show 2026 (April 18-22, Booth N2226, Las Vegas Convention Center), demonstrating its Content Core platform and new AI-driven workflow c...
03/04/2026
Mark Roberts Motion Control (MRMC) has announced the appointment of Nick Barthee as Chief Operating Officer.
The announcement follows MRMC's transition fro...
03/04/2026
Interra Systems has announced that Elite Media Technologies has selected its BATON file-based QC solution for media workflows. Elite Media Technologies speciali...
03/04/2026
Ateme has announced that Moldtelecom has deployed Ateme technologies across its streaming workflow, covering encoding, delivery, operations, and analytics.
Mol...
03/04/2026
Grass Valley will demonstrate Framelight X, its content management platform, at NAB Show 2026. The platform connects capture, ingest, editing, and publishing in...
03/04/2026
Encompass Digital Media and Techex have announced a cloud-native Master Control ...
03/04/2026
Live Vertical Video automatically track the action on the court via AI technology and delivers a fully optimized, 9 16 live feed for viewers...
03/04/2026
As the Illini make their first trip to college basketball's biggest stage si...
03/04/2026
After last summer's Softball National Championship victory and last week'...
03/04/2026
The University of Arizona's Men's Basketball team has only loss twice th...
03/04/2026
Eight games across four tournaments will be played in three venues; accommodatio...
03/04/2026
The Ottawa Senators and Bell Media have announced a long-term rights extension for regional Ottawa Senators games on TSN and RDS. TSN Radio 1200 remains the exc...
03/04/2026
Massive production in Phoenix running out of Flagship Mobile unit, Features 50+ ...
03/04/2026
New York April 2, 2026 TelevisaUnivision, the world's leading Spanish-la...
03/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/04/2026
CVP, one of Europe's leading suppliers of professional video and broadcast solutions, today announces the launch of its new German operation and the formati...
03/04/2026
Mark Roberts Motion Control (MRMC) today announces the appointment of Nick Barthee as Chief Operating Officer, strengthening its leadership as the company conti...
03/04/2026
Net Insight introduces programmable Trust Boundaries that make live media interconnection predictable as traffic moves between facilities, networks and cloud en...
03/04/2026
Winning in the new media economy: Avid showcases AI-powered, connected intellige...
03/04/2026
NUGEN Audio CEO Dr. Paul Tapper to Lead Presentation About Dialog Intelligibilit...
03/04/2026
NAB Show 2026: PlayBox Neo Highlights Workflow, Security, and IP Advances
Brie Clayton April 2, 2026
0 Comments
PlayBox Neo will showcase the latest i...
03/04/2026
For Taku Hirano, Everything Is Connected From touring and composition to teaching and instrument design, the in-demand percussionist sees it all as one body o...
03/04/2026
Berklee Honors Humberto Ramirez with Master of Latin Music Award The alumnus and acclaimed trumpeter is honored for his influence as a performer, composer, an...
03/04/2026
Back to All News
Competition Heats Up with Intrigue and Spices: Netflix Unveils...
03/04/2026
Back to All News
Radioactive Emergency Ranks #1 On Netflix's Global Top 10 ...
02/04/2026
HBO and NFL Films have announced Hard Knocks: Training Camp with the Seattle Sea...
02/04/2026
Haivision has announced the Makito ONE, a single-blade video encoding and decoding platform, at NAB Show 2026. The platform combines dual-channel video encoding...
02/04/2026
Telestream has introduced UP.Lens, a cloud-based multiviewer and monitoring serv...
02/04/2026
Mark Roberts Motion Control (MRMC) will exhibit at NAB Show 2026 (Booth C5220, April 19-22, Las Vegas Convention Center), marking the company's 60th anniver...
02/04/2026
Net Insight has introduced programmable Trust Boundaries, a feature integrated i...
02/04/2026
Bitmovin has announced support for SGAI (Server-Guided Ad Insertion) in its playback products, using HLS interstitials. SGAI combines elements of client-side an...
02/04/2026
Riedel Communications' SimplyLive RiMotion R12 replay system is supporting B...
02/04/2026
LTN, a managed IP video transport company, and Ateme, a video compression and de...
02/04/2026
Harmonic has announced that TDF, a broadcast infrastructure operator in France, has deployed Harmonic's XOS Advanced Media Processor and ProStream X Video S...
02/04/2026
Eluvio and the United Rugby Championship (URC) have announced first-year results...
02/04/2026
The Kansas City Current and Scripps Sports have announced that ION will broadcas...
02/04/2026
ESPN will debut Courtside at the Women's Final Four Presented by AT&T, an alt-cast airing Friday, April 3 at 7 p.m. and 9:30 p.m. ET on ESPN2, and Sunday, A...
02/04/2026
The Professional Audio Manufacturers Alliance (PAMA) and Shure Incorporated are ...
02/04/2026
ESPN's MegaCast Coverage of 2026 NCAA Women's Final Four Begins Friday, ...
02/04/2026
DAZN has announced the launch of DAZN Playmakers, a global influencer program designed to build a network of sports content creators. The programme will give cr...
02/04/2026
Tony Cole, Jessica Lee shift into new roles reporting to ESPN SVP/Content Operations Chris Calcinari....
02/04/2026
Michigan's Fab Five will reunite for an alternate presentation of the Mich...
02/04/2026
Real-time tracking, virtual production, and Pixar storytelling converge for Apri...
02/04/2026
NASA's long-awaited Artemis II mission has launched four astronauts on a 10-day journey around the moon, marking the first manned launch toward the moon sin...