DRIVE Labs: Classifying Traffic Signs and Traffic Lights with SignNet and LightNet DNNs
NVIDIA DRIVE AV software relies on a combination of DNNs to detect and classify traffic signs and lights … Read more
Category Archives: Autonomous Vehicles
DRIVE Labs: Eliminating Collisions with Safety Force Field
Safety Force Field (SFF) vehicle software is designed specifically for collision avoidanc … Read more
DRIVE Labs: Tracking Objects With Surround Camera Vision
Many cars on the road today equipped with advanced driver assistance systems rely on front and rear cameras to perform automatic cruise control (ACC) and lane keep assist. However, full autonomous driving requires complete, 360-degree surround camera vision … Read more
DRIVE Software 9.0 Now Available for Download
DRIVE Software provides developers with an open platform for autonomous vehicle development comprised of SDKs, powerful tools and AV applications … Read more
Using PhysX for Vehicle Simulations in Games
Learn how NVIDIA PhysX 4.1 is now being used for self-driving car training. … Read more
DRIVE Labs: Helping Cameras See Clearly With AI
We developed ClearSightNet, a deep neural network (DNN) trained to evaluate cameras’ ability to see clearly and help determine root causes of occlusions, blockages, and reductions in visibility. … Read more
Introducing the Redesigned DRIVE Developer Program
This week at the GPU Technology Conference in San Jose, Calif., NVIDIA launched its revamped automotive developer program for the DRIVE Development Platform … Read more
Volvo Cars Selects NVIDIA DRIVE AGX Xavier for Production Cars
At GTC Europe in Munich, Germany this week, NVIDIA and Volvo cars announced that the Swedish automaker has selected the NVIDIA DRIVE AGX Xavier computer for its next generation of vehicles … Read more
Accelerating Autonomous Vehicle Safety
In the field of computer vision (CV), an ongoing challenge is to build systems that can extract meaningful information from images as humans do, like distinguishing a street sign from a stop sign, or identifying lane boundaries. … Read more
AI Predicts Future Lane Changes of Other Drivers
In work sponsored by Toyota, University of Michigan researchers developed a deep learning framework trained on GPUs to anticipate maneuvers of other highway vehicles up to three seconds into the future, such as performing left or right lane changes or staying in the same lan … Read more