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Throw exception on invalid images in retinanet detector #8515

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Merged
merged 2 commits into from
Jul 31, 2025

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emmanuel-ferdman
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@emmanuel-ferdman emmanuel-ferdman commented Jul 19, 2025

Fixes # .

Description

This small PR throws an exception on invalid images in retinanet detector.

Types of changes

  • Non-breaking change (fix or new feature that would not break existing functionality).
  • Breaking change (fix or new feature that would cause existing functionality to change).
  • New tests added to cover the changes.
  • Integration tests passed locally by running ./runtests.sh -f -u --net --coverage.
  • Quick tests passed locally by running ./runtests.sh --quick --unittests --disttests.
  • In-line docstrings updated.
  • Documentation updated, tested make html command in the docs/ folder.

Summary by CodeRabbit

  • Bug Fixes

    • Corrected an issue where an exception was not properly raised for unsupported image dimensions.
  • Documentation

    • Fixed a typo in the method description to improve clarity.

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coderabbitai bot commented Jul 19, 2025

Walkthrough

A typo in the docstring of the set_atss_matcher method within the RetinaNetDetector class was corrected. Additionally, an exception in the _reshape_maps method was fixed to properly raise a ValueError when images are not 2D or 3D.

Changes

File Change Summary
monai/apps/detection/networks/retinanet_detector.py Fixed docstring typo and corrected exception raising syntax.

Poem

A typo found, now set to right,
And errors raised with proper might.
RetinaNet hops on, code refined—
Bugs and slips left far behind.
With every fix, the code feels new,
A rabbit’s cheer: “Good job, monai crew!” 🐇✨


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  • monai/apps/detection/networks/retinanet_detector.py (2 hunks)
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🔇 Additional comments (2)
monai/apps/detection/networks/retinanet_detector.py (2)

360-360: LGTM! Good documentation improvement.

The typo correction from "withing" to "within" improves the docstring clarity and readability.


614-614: Excellent bug fix! This properly handles invalid image dimensions.

The addition of raise before ValueError is crucial - the previous code would have created an exception object but never raised it, allowing invalid images to continue processing silently. This fix ensures that invalid images (not 2D or 3D) are properly flagged with an exception, which aligns perfectly with the PR objectives.

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@KumoLiu KumoLiu left a comment

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Thanks for the update, LGTM.

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KumoLiu commented Jul 31, 2025

/build

@KumoLiu KumoLiu merged commit ede6ace into Project-MONAI:dev Jul 31, 2025
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2 participants