Precision–recall and average precision (AP) · MAAI7602 Applied Computer Vision

Detections are ranked by score and matched to annotated objects. Precision and recall are traced down the ranking, and AP is the area under the resulting curve. mAP averages AP over classes. How is the ranked output of a detector summarised in a single measure for comparison?

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