Integrating DNN Inference into Autonomous Vehicle Applications with NVIDIA DriveWorks SDK
Recording Date: Tuesday, May 05, 2020
Duration: 1 hour
Recording available: here
The NVIDIA DriveWorks SDK can significantly speed autonomous vehicle development time. It provides the framework and tooling to import, optimize and infer networks for AV applications that use deep neural networks (DNNs). DriveWorks encapsulates NVIDIA TensorRT to provide a modular, standardized and easy-to-use approach to integrating highly accelerated DNNs into AV applications.
In this webinar, we will cover the steps to perform inference on a pretrained network with DriveWorks. We will first review DriveWorks basics before exploring the DriveWorks DNN APIs and tools to convert, optimize and run inference. Finally we will walk through sample code that demonstrates how to integrate your DNN into your software pipeline.