GPU Technology Conference

Join ESI at GPU Technology Conference, the premier event for artificial intelligence, autonomous vehicles, and VR, with over 150 sessions covering the most important topics in the computing industry today – including artificial intelligence and deep learning, healthcare, virtual reality, accelerated analytics, and self-driving cars.

The GPU Technology Conference program includes a mixture of keynotes, speakers and instructor-led labs across a range of topics. You'll hear from technology leaders as well as NVIDIA engineers and executives – and of course a keynote by NVIDIA CEO Jensen Huang.

Join our presentation "Efficient Training & Testing of ADAS AI with synthetic data" within the Industry Segment: Automotive - Topic/Track: Deep Learning & AI: Autonomous vehicles on October 11th - 01:00pm (Room 14c).

Massive amounts of labeled and unlabeled datasets are needed both for training autonomous vehicles to navigate complex and unexpected driving scenarios, and to evaluate that training. As a substitute for hours of recorded data, Pro-SiVIC creates synthetic data to simulate the output from multiple sensor systems for outdoor scenarios that combine vehicles, obstacles, pedestrians, weather, and road conditions. We will demonstrate how powerful and efficient parallel computing with NVIDIA Drive PX2 can be used with Pro-SiVIC synthetic data to process that data in real time. We will compare the performance of a trained lane detection algorithm, running on Drive PX2, against a 3D Pro-SiVIC scene with simulated raw camera data, and a real video recorded from a car in similar conditions.