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SSD演算法pytorch實現復現結果記錄

技術標籤:深度學習演算法Python來自高山深度學習目標檢測SSD演算法pytorch

  如題。
  下面是最終驗證測試集的結果。


Writing bicycle VOC results file
Writing bird VOC results file
Writing boat VOC results file
Writing bottle VOC results file
Writing bus VOC results file
Writing car VOC results file
Writing cat VOC results file
Writing chair VOC results file
Writing cow VOC results file Writing diningtable VOC results file Writing dog VOC results file Writing horse VOC results file Writing motorbike VOC results file Writing person VOC results file Writing pottedplant VOC results file Writing sheep VOC results file Writing sofa VOC results file Writing train VOC results file
Writing tvmonitor VOC results file VOC07 metric? Yes AP for aeroplane = 0.7482 AP for bicycle = 0.8164 AP for bird = 0.6917 AP for boat = 0.6405 AP for bottle = 0.3980 AP for bus = 0.8041 AP for car = 0.8040 AP for cat = 0.8572 AP for chair = 0.5270 AP for cow = 0.7927 AP for diningtable = 0.7147 AP for dog = 0.8265 AP for
horse = 0.8250 AP for motorbike = 0.7983 AP for person = 0.7366 AP for pottedplant = 0.4017 AP for sheep = 0.6665 AP for sofa = 0.7664 AP for train = 0.8302 AP for tvmonitor = 0.7103 Mean AP = 0.7178 ~~~~~~~~ Results: 0.748 0.816 0.692 0.641 0.398 0.804 0.804 0.857 0.527 0.793 0.715 0.826 0.825 0.798 0.737 0.402 0.667 0.766 0.830 0.710 0.718 ~~~~~~~~ -------------------------------------------------------------- Results computed with the **unofficial** Python eval code. Results should be very close to the official MATLAB eval code. --------------------------------------------------------------


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  待續。