8000 Added instance wise segmentation metrics by scap3yvt · Pull Request #998 · mlcommons/GaNDLF · GitHub
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Added instance wise segmentation metrics #998

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Merged
merged 24 commits into from
May 1, 2025
Merged

Added instance wise segmentation metrics #998

merged 24 commits into from
May 1, 2025

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scap3yvt
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Fixes #997

Proposed Changes

  • integrated panoptica for instance-wise segmentation metrics calculation
  • can be merged only after NSD has been merged [ref]

Checklist

  • CONTRIBUTING guide has been followed.
  • PR is based on the current GaNDLF master .
  • Non-breaking change (does not break existing functionality): provide as many details as possible for any breaking change.
  • Function/class source code documentation added/updated (ensure typing is used to provide type hints, including and not limited to using Optional if a variable has a pre-defined value).
  • Code has been blacked for style consistency and linting.
  • If applicable, version information has been updated in GANDLF/version.py.
  • If adding a git submodule, add to list of exceptions for black styling in pyproject.toml file.
  • Usage documentation has been updated, if appropriate.
  • Tests added or modified to cover the changes; if coverage is reduced, please give explanation.
  • If customized dependency installation is required (i.e., a separate pip install step is needed for PR to be functional), please ensure it is reflected in all the files that control the CI, namely: python-test.yml, and all docker files [1,2,3].
  • The logging library is being used and no print statements are left.

@scap3yvt scap3yvt requested a review from a team as a code owner April 16, 2025 15:04
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sarthakpati
sarthakpati reviewed Apr 16, 2025
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@scap3yvt scap3yvt marked this pull request as draft April 16, 2025 21:36
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@sarthakpati sarthakpati mentioned this pull request Apr 17, 2025
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@sarthakpati sarthakpati marked this pull request as ready for review May 1, 2025 01:22
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@sarthakpati sarthakpati merged commit 82c499d into mlcommons:master May 1, 2025
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@sarthakpati sarthakpati sarthakpati approved these changes

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[FEATURE] Add instance-wise segmentation metrics through panoptica
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@scap3yvt @sarthakpati
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