Add F1 score metric to detection metrics#557
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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.