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YouTube

Breaking New Frontiers in Robotics and Edge Computing with AI

Nvidia via YouTube

Overview

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Explore the cutting-edge intersection of robotics, edge computing, and AI in this 56-minute webinar replay featuring Dustin Franklin from NVIDIA's Intelligent Machines team. Delve into the latest tools and techniques for deploying advanced AI at the edge, covering recent developments in robotics and deep learning. Learn about the Jetson TX2 platform, its performance improvements over the TX1, and the Jetson ecosystem. Discover the benefits of AI at the edge, custom layers, optimizations, and practical applications like object detection and image segmentation. Gain insights into reinforcement learning, robotic reference platforms, and the Isaac framework for robotics development. Get answers to questions on topics such as indoor navigation, hardware virtualization, and object recognition on Jetson. Whether you're a developer, researcher, or enthusiast, this webinar provides valuable knowledge to stay ahead in the rapidly evolving field of AI-powered robotics and edge computing.

Syllabus

Housekeeping
Introduction
Agenda
Recent Results
Deep Learning
Why AI at the Edge
Jetson TX2
Jetson TX2 vs TX1
Jetson TX2 Energy Profiles
Jetson Developer Kit
Jetson Ecosystem
Slash Embedded Jetpack
Jetpack 31 Preview
Jetson Performance
Custom Layers
Optimizations
Two Days to a Demo
Object Detection
Deep Learning and Robotics
Isaac
Robotic Reference Platforms
Reinforcement Learning
Reinforcement Learning Demo
Summary
QA
Questions
Image Segmentation
EDU Discount
Indoor Navigation
Denver CPUs
NVIDIA Deep Learning Accelerator
Segmentation
Nvidia Region Locator
PWM Controllers
Zed Camera
Webinar on Demand
Discrete GPU on Jetson
Object Recognition on Jetson
Nvidia Inception
Hardware Virtualization
Getting Started
Isaac Physics
Jetson Inference
Jetson
Outro

Taught by

NVIDIA Developer

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