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facebookresearch / detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
https://detectron2.readthedocs.io/en/latest/
Apache License 2.0
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Include AR metrics in COCOEvaluator results #5175

Open carandraug opened 7 months ago

carandraug commented 7 months ago

This PR adds AR metrics to the results of COCOEvaluator. This was requested on the discussion of issue #1296 to which the reply was to submit a PR:

Originally posted by @ppwwyyxx in https://github.com/facebookresearch/detectron2/issues/1296#issuecomment-619626547:

does not contain the AR,

AR is not commonly used, and is therefore not included in results. You can send a PR to add it.

or any of the stats from above the line "Evaluation results for bbox".

everything except for AR are included.

Here's that PR.

I split this into two commits. The first commit adds the "global" AR metrics only (effectively the value displayed by COCOEval.summarize()). The second commit adds the per-class AR.

carandraug commented 5 months ago

The failed checks appear to be due to some issues with the CI configuration (indeed the last pushed commit that passed all the checks was 9 months ago)