Automotive / Transportation

Picture of NVIDIA Jetson AGX Orin Industrial SoM on a black background.
May 28, 2023

Step into the Future of Industrial-Grade Edge AI with NVIDIA Jetson AGX Orin Industrial 

Embedded edge AI is transforming industrial environments by introducing intelligence and real-time processing to even the most challenging settings. Edge AI is...
6 MIN READ
May 18, 2023

Bringing Far-Field Objects into Focus with Synthetic Data for Camera-Based AV Perception

Detecting far-field objects, such as vehicles that are more than 100 m away, is fundamental for automated driving systems to maneuver safely while operating on...
7 MIN READ
May 04, 2023

Increasing Throughput and Reducing Costs for AI-Based Computer Vision with CV-CUDA

Real-time cloud-scale applications that involve AI-based computer vision are growing rapidly. The use cases include image understanding, content creation,...
11 MIN READ
Car and scratched panel
Apr 19, 2023

How to Train a Defect Detection Model Using Synthetic Data with NVIDIA Omniverse Replicator

According to the American Society of Quality (ASQ), defects cost manufacturers nearly 20% of overall sales revenue. The products that we interact with on a...
9 MIN READ
Robots in manufacturing facility
Apr 18, 2023

Build High Performance Robotic Applications with NVIDIA Isaac ROS Developer Preview 3

Robots are increasing in complexity, with a higher degree of autonomy, a greater number and diversity of sensors, and more sensor fusion-based algorithms....
8 MIN READ
Robotic arm
Apr 18, 2023

Create Realistic Robotics Simulations with ROS 2 MoveIt and NVIDIA Isaac Sim

MoveIt is a robotic manipulation platform that incorporates the latest advances in motion planning, manipulation, 3D perception, kinematics, control, and...
4 MIN READ
Mar 15, 2023

Running Docker Containers Directly on NVIDIA DRIVE AGX Orin

NVIDIA DRIVE OS host-side Docker containers on NGC provide a quick and easy alternative to installing Debian packages to set up NVIDIA DRIVE OS on a host...
6 MIN READ
DNN input
Mar 13, 2023

Detecting Obstacles and Drivable Free Space with RadarNet

Detecting drivable free space is a critical component of advanced driver assistance systems (ADAS) and autonomous vehicle (AV) perception. Obstacle detection is...
6 MIN READ
Cockpit of futuristic autonomous car
Mar 07, 2023

Developing an End-to-End Auto Labeling Pipeline for Autonomous Vehicle Perception

Accurately annotated datasets are crucial for camera-based deep learning algorithms to perform autonomous vehicle perception. However, manually labeling data is...
6 MIN READ
A gif showing cars on a street with potential collision
Feb 23, 2023

Generating AI-Based Potential Accident Scenarios for Autonomous Vehicles

Autonomous vehicles (AVs) must be able to safely handle any type of traffic scenario that could be encountered in the real world. This includes hazardous...
4 MIN READ
A GIF showing an illustrated warehouse from a low view point with flashing lights and colors.
Feb 10, 2023

Top Synthetic Data Sessions at NVIDIA GTC 2023

Discover how 3D synthetic data generation is accelerating AI and simulation workflows.
1 MIN READ
Tag cloud of AI terms in initials A.I.
Jan 30, 2023

Explainer: What Is AI Computing?

AI computing is the work of machine learning systems and software, sifting through mountains of data to reveal useful insights and generate new capabilities.
1 MIN READ
Jan 25, 2023

NVIDIA Jetson Project of the Month: An AI-Powered Autonomous Miniature Race Car Gets on Track

The 65th annual Daytona 500 will take place on February 19, 2023 and for many this elite NASCAR event is the pinnacle of the car racing world. For now, there...
5 MIN READ
Jan 20, 2023

Validating Active Sensors in NVIDIA DRIVE Sim

Autonomous vehicle development is all about scale. Engineers must collect and label massive amounts of data to train self-driving neural networks.  This...
2 MIN READ
Jan 12, 2023

Explainer: What’s the Difference Between Level 2 and Level 5 Autonomy?

To define the path to fully realized autonomy, the Society of Automotive Engineers (better known as SAE International) detailed six categories of...
1 MIN READ
Graphic featuring car
Jan 10, 2023

Updated Course: Integrating Sensors with NVIDIA DRIVE

Learn how to integrate your sensor of choice for NVIDIA DRIVE. This updated self-paced course now uses DriveWorks 5.8 and includes lidar examples.
1 MIN READ