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[Draft] Update AUC to use MMEval #1983

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@LareinaM LareinaM commented Feb 20, 2023

Motivation

Support MMEval's KeypointAUC metric in MMPose-1.x.

Related PR: open-mmlab/mmeval#91

Comparsion with Default Implementation

Test command:

python tools/test.py configs/body_2d_keypoint/topdown_heatmap/mpii/td-hm_hrnet-w32_8xb64-210e_mpii-256x256.py https://download.openmmlab.com/mmpose/top_down/hrnet/hrnet_w32_mpii_256x256-6c4f923f_20200812.pth

Performance on dev-1.x branch:
image

Performance with this modifications:
image

Modification

BC-breaking (Optional)

Use cases (Optional)

Checklist

Before PR:

  • I have read and followed the workflow indicated in the CONTRIBUTING.md to create this PR.
  • Pre-commit or linting tools indicated in CONTRIBUTING.md are used to fix the potential lint issues.
  • Bug fixes are covered by unit tests, the case that causes the bug should be added in the unit tests.
  • New functionalities are covered by complete unit tests. If not, please add more unit tests to ensure correctness.
  • The documentation has been modified accordingly, including docstring or example tutorials.

After PR:

  • CLA has been signed and all committers have signed the CLA in this PR.

@LareinaM LareinaM closed this Feb 20, 2023
@LareinaM LareinaM deleted the mmeval-auc branch February 20, 2023 12:59
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2 participants