Evaluation Metrics for 2D Object Detection

Precision

Recall

IoU

Precision-Recall curve (by varying IoU threshold)

Recall-IoU curve (by varying IoU threshold)

Average Precision (AP)

mean AP (mAP)

Localization, Recall, Precision (LRP)

Mean Delay (MD)

Reference

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