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GTC ON-DEMAND

Autonomous Vehicles
Presentation
Media
Deep Learning Object Detection and Segmentation
Abstract:

This talk is a lightning introduction to object detection and image segmentation for data scientists, engineers, and technical professionals. This task of computer-based image understanding underpins many major fields such as autonomous driving, smart cities, healthcare, national defense, and robotics. Ultimately, the goals of this talk are to provide a broad context and clear roadmap from traditional computer vision techniques to the most recent state-of-the-art methods based on deep learning and convolution neural networks (CNNs). Additional considerations for network deployment at the edge or on the road in an autonomous vehicle using NVIDIA's latest TensorRT release will be discussed.

 
Topics:
Autonomous Vehicles, Intelligent Video Analytics, Computer Vision
Type:
Talk
Event:
GTC Washington D.C.
Year:
2017
Session ID:
DC7217
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