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GTC ON-DEMAND

Intelligent Video Analytics
Presentation
Media
Natural Video Processing (NVP) for Behavior Recognition
Abstract:

A variety of aspects of modern video understanding platform will be discussed. We will cover such topics as single stage CNN-based hierarchical object detection for low level image semantics extraction, LSTM neural network architectures for efficient tracking and behavioral analysis, object descriptors for cross stream similarity. Later on we will talk on the time-optimized video analysis system architecture, which enable processing of multiple streams on a single NVIDIA GPU and running in near-real time. Finally we will demonstrate the system performance on a variety of complex use-cases.

 
Topics:
Intelligent Video Analytics, AI Startup
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8875
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