Advanced Usage#
This section contains tutorial documentation for advanced features.
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Configure your simple or complex datasets based on accepted formats to enable all Kolena features.
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Setup task specific or custom metrics to evaluate model performance across different test cases with ease.
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Setup metrics and plots that depends on thresholded results.
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Automatically Extract Image Properties
Extract up to 9 properties automatically from your images to speed the data quality and model quality assessment efforts.
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Automatically Extract Text Properties
Extract up to 16 properties automatically from any of your text data to speed the data quality and model quality assessment efforts.
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Setting up Natural Language Search
Automatically or manually extract embeddings from images to enable natural language and similar image search.
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Programmatically Compare results
Run model comparisons programmatically and add model improvements as requirements into your CI pipelines.
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Leverage the power of LLMs to extract custom properties from your data or setup evaluation on your model results.
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Utilize custom queries for advanced filtering and sorting.