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Add configuration options to PostProcessor #2547

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@djdameln djdameln commented Feb 3, 2025

πŸ“ Description

This PR adds configuration options to the OneClassPostProcessor class.

✨ Changes

  • Adds enable_thresholding and enable_normalization arguments and corresponding logic to OneClassPostProcessor.
  • Adds enable_threshold_matching argument, which determines if the post-processor should use the image threshold for pixel-level predictions when the pixel-threshold is not available, and vice-versa.
  • Minor simplification in sensitivity logic: Use 0.5 value as default instead of None
  • Adds unit tests for OneClassPostProcessor class.

Select what type of change your PR is:

  • 🐞 Bug fix (non-breaking change which fixes an issue)
  • πŸ”¨ Refactor (non-breaking change which refactors the code base)
  • πŸš€ New feature (non-breaking change which adds functionality)
  • πŸ’₯ Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • πŸ“š Documentation update
  • πŸ”’ Security update

βœ… Checklist

Before you submit your pull request, please make sure you have completed the following steps:

  • πŸ“‹ I have summarized my changes in the CHANGELOG and followed the guidelines for my type of change (skip for minor changes, documentation updates, and test enhancements).
  • πŸ“š I have made the necessary updates to the documentation (if applicable).
  • πŸ§ͺ I have written tests that support my changes and prove that my fix is effective or my feature works (if applicable).

For more information about code review checklists, see the Code Review Checklist.

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