Explore the cutting-edge Jetson Xavier NX Developer Kit, NVIDIA's smallest embedded edge AI supercomputer, in this comprehensive 58-minute webinar. Dive deep into the hardware and software features, learn tips and tricks for the Jetson platform, and discover the latest enhancements in JetPack 4.4, including CUDA, cuDNN, TensorRT, and machine learning frameworks. Gain insights on deploying advanced AI applications for video analytics, perception, natural language processing, and more at the edge. Understand the Jetson AI computer lineup, open framework support, cloud-native capabilities, and the DeepStream software stack. Learn about NVIDIA's Transfer Learning Toolkit, model pruning techniques, and purpose-built pre-trained networks. Explore system setup, power modes, performance monitoring, and NVMe storage options for the Jetson Xavier NX. Discover the growing Jetson ecosystem and resources available for developers, engineers, hobbyists, and students to leverage this powerful edge computing platform.
Jetson Xavier NX Developer Kit - Edge AI Supercomputer Features and Applications
Overview
Syllabus
Intro
JETSON DEVELOPER COMMUNITY SOOK+ Engineers, Hobbyists, Makers, Students
NVIDIA JETSON POWERED PRODUCTION AI DEVICES Adoption by 3000 Customers / Companies
JETSON XAVIER NX DEVKIT SPECS
NX BLOCK DIAGRAM
JETSON AI COMPUTER LINEUP Al Platform for Entry, Mainstream, and Autonomous Edge Devices
JETSON SOFTWARE for Edge Al Devices
OPEN FRAMEWORK SUPPORT
CLOUD NATIVE ON JETSON
NGC CONTAINERS
NVIDIA TensorRT
DEEPSTREAM SOFTWARE STACK
DEEPSTREAM GRAPH ARCHITECTURE
DEEPSTREAM 5.0 New Features
NVIDIA TRANSFER LEARNING TOOLKIT (TLT)
MODEL PRUNING
TRANSFER LEARNING TOOLKIT 2.0
PURPOSE BUILT PRE-TRAINED NETWORKS
ISAAC GEMS GPU Accelerated Algorithms/DNS
JETSON RESOURCES
HELLO AI WORLD
SYSTEM SETUP
POWER MODES
PERFORMANCE MONITORING
NVMe STORAGE
NANO + NX MIGRATION
NX SYSTEMS
JETSON ECOSYSTEM
Taught by
NVIDIA Developer
