This website uses cookies to make the content more user-friendly and effective. By using this website, you agree to the use of cookies. You can find additonal information about the use of cookies and the possibility of objecting to the use of cookies here.

26 - 28 February 2019 // Nuremberg, Germany

Conferences and supporting programme

back to day overview
Session 23 - Autonomous Systems IV Machine Learning

Deep Learning Requirements for Autonomous Vehicles Vortragssprache Englisch

Deep-learning techniques for embedded vision are enabling cars to 'see' their surroundings and have become a critical component in the push toward fully autonomous vehicles. The early use of deep learning for object detection, e.g., pedestrian detection and collision avoidance, is evolving toward scene segmentation where every pixel of a high-resolution video stream must be identified. Embedded vision solutions will be a key enabler for making automobiles fully autonomous. Giving an automobile a set of eyes – in the form of multiple cameras and image sensors – is a first step, but it also will be critical for the automobile to interpret content from those images and react accordingly. To accomplish this, embedded vision processors must be hardware-optimized for performance while achieving low power and small area, have tools to program the hardware efficiently, and have algorithms to run on these processors.This presentation will discuss the current and next-generation requirements for ADAS vision applications, including the need for deep-learning accelerators. It will discuss how coming changes in deep learning will improve ADAS performance, and discuss how to evaluate the hardware and software tools needed to quickly deploy ADAS applications with high-definition resolutions.

--- Date: 28.02.2018 Time: 4:00 PM - 4:30 PM Location: Conference Counter NCC Ost

Speakers

man

Gordon Cooper

Synopsys Inc.

top

The selected entry has been placed in your favourites!

If you register you can save your favourites permanently and access all entries even when underway – via laptop or tablet.

You can register an account here to save your settings in the Exhibitors and Products Database and as well as in the Supporting Programme.The registration is not for the TicketShop and ExhibitorShop.

Register now

Your advantages at a glance:

  • Advantage Save your favourites permanently. Use the instant access – mobile too, anytime and anywhere – incl. memo function.
  • Advantage The optional newsletter gives you regular up-to-date information about new exhibitors and products – matched to your interests.
  • Advantage Call up your favourites mobile too! Simply log in and access them at anytime.