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Classroom Contents
NVIDIA Tools for Training and Deploying Intelligent Vision Applications at the Edge
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- 1 Intro
- 2 CHALLENGES WITH VIDEO ANALYTICS
- 3 CREATE AI - TRANSFER LEARNING
- 4 NVIDIA TRANSFER LEARNING TOOLKIT (TLT)
- 5 TLT WORKFLOW
- 6 ACHIEVING ACCURACY WITH SMALL DATASET
- 7 MODEL PRUNING
- 8 TLT NETWORK ROADMAP
- 9 PURPOSE BUILT PRE-TRAINED NETWORKS
- 10 MODEL PERFORMANCE
- 11 IVA APPLICATION WORKFLOW
- 12 DEEPSTREAM SOFTWARE STACK
- 13 DEEPSTREAM - MANY INDUSTRIES, FLEXIBLE DEPLOYMENT
- 14 DEEPSTREAM GRAPH ARCHITECTURE
- 15 DEEPSTREAM ROADMAP
- 16 END-TO-END DEEP LEARNING WORKFLOW
- 17 PYTHON SUPPORT
- 18 DEEPSTREAM WITH TRITON INFERENCE SERVER
- 19 AT-SCALE DEPLOYMENT
- 20 BI-DIRECTIONAL IOT COMMUNICATION
- 21 OTA MODEL UPDATE
- 22 SMART RECORD
- 23 SECURITY
- 24 SUMMARY
- 25 GET STARTED TODAY
- 26 DEVELOPER RESOURCES
