Advanced Usage#
This section contains tutorial documentation for advanced features for Kolena Workflows.
-
Packaging for Automated Evaluation
Package metrics evaluation logic in a Docker container image to dynamically compute metrics on relevant subsets of your test data.
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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
. -
Upload and visualize your activation map for each
TestSample
along with your model results on theStudio . -
Setting Up Natural Language Search
Extract and upload embeddings on each
Image
to set up natural language and similarity search across image data and results in theStudio .