Overview
Syllabus
Intro
CHALLENGES WITH VIDEO ANALYTICS
CREATE AI - TRANSFER LEARNING
NVIDIA TRANSFER LEARNING TOOLKIT (TLT)
TLT WORKFLOW
ACHIEVING ACCURACY WITH SMALL DATASET
MODEL PRUNING
TLT NETWORK ROADMAP
PURPOSE BUILT PRE-TRAINED NETWORKS
MODEL PERFORMANCE
IVA APPLICATION WORKFLOW
DEEPSTREAM SOFTWARE STACK
DEEPSTREAM - MANY INDUSTRIES, FLEXIBLE DEPLOYMENT
DEEPSTREAM GRAPH ARCHITECTURE
DEEPSTREAM ROADMAP
END-TO-END DEEP LEARNING WORKFLOW
PYTHON SUPPORT
DEEPSTREAM WITH TRITON INFERENCE SERVER
AT-SCALE DEPLOYMENT
BI-DIRECTIONAL IOT COMMUNICATION
OTA MODEL UPDATE
SMART RECORD
SECURITY
SUMMARY
GET STARTED TODAY
DEVELOPER RESOURCES
Taught by
NVIDIA Developer