課程大綱： Hardware-Accelerated Video Analytics培訓
Introduction
Understanding Hardware Accelerated Decoding Methods
Overview of NVidia DeepStream SDK
Setting up the Development Environment
Preparing a Video Feed
Processing a Video Feed
Training a Deep Learning Model
How Transfer Learning Works
Improving the Model's Accuracy Through Transfer Learning
Developing a Neural Network Model to Track Moving Objects
Running a Video Analytics Inference Engine
Deploying the Inference Engine
Integrating a Deep Learning Model with an Application
Deploying an Intelligent Video Analytics (IVA) Application
Monitoring the Application
Optimizing the Inference Engine and Application
Troubleshooting
Summary and Conclusion
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