THURSDAY - OCTOBER 18, 2018
 
01:00 PM
03:00 PM

Anomaly Detection with Variational Autoencoders

At this session you will be training a variational autoencoder to detect anomalies within data. Variational autoencoders are rooted in Bayesian inference and can outperform traditional techniques. There are use cases for anomaly detection in almost every industry including: cyber security, finance, healthcare, retail, telecom, ....


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Presenter:
Adam Henryk Grzywaczweski, Solution Architect, NVIDIA
Room: Halls C4&C5
- Intelligent Video Analytics
03:30 PM
05:30 PM

Develop Scalable IVA Applications using DeepStream

Learn how to create AI-based video analytics applications using DeepStream to transform video into valuable insights. Understanding video requires multi-stream decoding/encoding, scaling, color space conversion, tracking, and multi-stage inference. DeepStream SDK allows developers to focus on core deep learning development, while offering the best system level software optimization and performance. By attending this, you'll learn how to: .....


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Presenter:
Adam Henryk Grzywaczweski, Solution Architect, NVIDIA
Room: Hall C2
- Deep Learning and AI, Intelligent Video Analytics