目標檢測任務的性能指標通常分為兩大類,一方面要判斷檢測是否準確,另外一方面要評估演算法是否足夠高,具體如下:
- 檢測精度:Precision,Recall,Accuracy,F1 Score,IoU(Intersection over Union),P-R curve(Precision-Recall curve),AP(Average Precision),mAP(mean Average Precision),
- 檢測速度:前傳耗時,每秒幀數FPS(Frames Per Second),浮點運算量(FLOPS floating-point operations per second),
接下來,本文將會逐一對其解釋并做
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標籤:AI
