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Add F1 score metric to detection metrics #556

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@kayampady

This issue proposes adding F1 score as an evaluation metric for detection tasks.
F1 score provides a balanced measure of precision and recall and complements existing metrics.
This will improve the interpretability of detection performance.

Related PR: #478
Reopened PR: #557

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