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Add F1 score metric to detection metrics#557

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kayampady wants to merge 3 commits into
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kayampady:add-f1-metric-v2
Open

Add F1 score metric to detection metrics#557
kayampady wants to merge 3 commits into
JdeRobot:masterfrom
kayampady:add-f1-metric-v2

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@kayampady

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Closes #556

This PR adds F1 score as an evaluation metric for detection tasks.

F1 score provides a balanced measure of precision and recall and complements existing metrics such as AP and mAP.

This is a clean re-submission of the implementation previously proposed in #478, now properly linked to the corresponding issue.

@dpascualhe dpascualhe left a comment

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Upon including the minor changes requested, and adding a specif test, this will be ready to merge :)

Comment thread perceptionmetrics/utils/detection_metrics.py
Comment thread perceptionmetrics/utils/detection_metrics.py Outdated
@kayampady

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I've addressed the changes, added the F1 test, resolved the merge conflicts with the latest master and verified that all tests pass. Thank you!

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Add F1 score metric to detection metrics

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