Thu, Oct 17 | Z-Park Silicon Valley

Deep Learning for Intelligent Video Analytics Hands-on Workshop

Registration is Closed
Deep Learning for Intelligent Video Analytics Hands-on Workshop

Time & Location

Oct 17, 2019, 4:00 PM – 9:00 PM
Z-Park Silicon Valley, 4500 Great America Pkwy, Santa Clara, CA 95054, USA

About the Event

Instructors: Dr. Kiran Gunnam, Dr. Koji Seto, Dr. Osso Vahabzadeh

What you will learn / Topics that will be covered:

1. Intuitive Treatment

• Overview of Intelligent Video Analytics and Deep Learning

• Convolutional Neural Network (CNN)

• Deep Reinforcement Learning and Imitation Learning

• Introduction to OpenCV and Apache Spark

• Deployment using TensorRT

• Applications: Object detection, Action recognition

2. In-depth Treatment

• Object detection

• Action recognition

3. Hands-on Practice

• Object detection

4. Project

• Action recognition

Target Audiences: Engineers, researchers, practitioners and students who are interested in deep learning and their implementations on GPUs in Intelligent Video Analytics applications. This workshop will particularly benefit people who intend to build Intelligent Video Analytics applications using deep learning techniques on top of a solid understanding of underlying algorithms.

Prerequisites: Basic knowledge of Machine Learning, and familiarity with Python and Tensorflow basics

Upon completion of this course, you’ll be able to build Intelligent Video Analytics applications using deep learning techniques to start solving real-world problems such as evaluation of real-time video streams by deploying object detection and tracking networks.

Registration is Closed

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