See the Light: DNN-based Perception for Automatic High Beam Control
AI can now make it easier for cars to see in the dark, while ensuring other vehicles won’t be blinded by the light … Read more
Category Archives: Autonomous Vehicles
How DRIVE AGX, CUDA and TensorRT Achieve Fast, Accurate Autonomous Vehicle Perception
With the CUDA toolkit and TensorRT inference runtime, autonomous vehicles running on the NVIDIA DRIVE AGX platform can achieve the critical latency requirements for autonomous driving … Read more
DRIVE Labs: Visual Feature Tracking for Autonomous Vehicles
Feature tracking, the estimation of pixel-level correspondences and pixel-level changes among adjacent video frames, is key to providing critical temporal and geometric information for object motion/velocity estimation … Read more
Building an Autonomous Vehicle Camera Pipeline with NVIDIA DriveWorks SDK
Autonomous vehicles rely on cameras for a visual representation of the world around them. To safely drive without a human, these vehicles must be able to process image data from cameras quickly and accurately. … Read more
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
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