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GTC ON-DEMAND

Autonomous Vehicles
Presentation
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A Single Forward Propagation of Neural Network for Image Detection
Abstract:

This talk will describe how a single forward propagation of a neural network can give us locations of objects interested on an image frame. There are no proposal generation steps before running neural networks and no post processing steps after. The speaker will describe fully neural detection system, implemented by deep learning research teams of Panasonic, that achieves real-time speed and state-of-the-art performance. The talk also includes live demonstration of the system on a laptop PC with NVIDIA 970m and tablet with NVIDIA Tegra K1 GPU.

 
Topics:
Autonomous Vehicles, Artificial Intelligence and Deep Learning, Intelligent Machines, IoT & Robotics
Type:
Talk
Event:
GTC Silicon Valley
Year:
2016
Session ID:
S6470
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