Video Pipeline Customization Tutorials

Use the tutorials in this section to learn how to customize video pipelines using NeMo Curator.

You can customize the environments, code, models, and stages used in NeMo Curator pipelines.

Before You Start

Before you begin customizing NeMo Curator pipelines, make sure that you have:

• Reviewed the pipeline concepts and diagrams.

• A working NeMo Curator development environment.

• Reviewed the container environments reference.

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Tip

Tutorials are organized by complexity and typically build on one another.

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Add Custom Environment

Learn how to create and configure custom environments for your video pipelines, including setting up dependencies and runtime configurations.

container environments

Add Custom Environment

Add Custom Code

Learn how to extend pipeline functionality by adding custom code modules, including data processing scripts and utility functions.

container code

Adding Custom Code

Add Custom Model

Learn how to integrate custom machine learning models into your video pipelines, including model loading, inference, and optimization.

container models

Adding Custom Models

Add Custom Stage

Learn how to create and integrate custom pipeline stages to add new processing capabilities to your video curation workflow.

container environments code models stages

Adding Custom Stages