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コース概要
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
要求
- An understanding of deep neural networks
- Python and C programming experience
Audience
- Developers
- Data scientists
14 時間
お客様の声 (2)
さまざまな例が非常にインタラクティブで、トレーニングの開始から終了までの間に複雑さが徐々に増していきます。
Jenny - Andheo
コース - GPU Programming with CUDA and Python
Machine Translated
I genuinely enjoyed the hands-on approach.
