Advanced Usage

This section contains tutorial documentation for advanced features for Kolena Workflows.

• Packaging for Automated Evaluation

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  Package metrics evaluation logic in a Docker container image to dynamically compute metrics on relevant subsets of your test data.

• Nesting Test Case Metrics

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  Report class-level metrics within a test case and test ensembles and pipelines of models by nesting aggregate metrics within your MetricsTestCase.

• Uploading Activation Maps

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  Upload and visualize your activation map for each TestSample along with your model results on the Studio.

• Setting Up Natural Language Search

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  Extract and upload embeddings on each Image to set up natural language and similarity search across image data and results in the Studio.