When a thin film moderately adherent to a substrate is subjected to residual tensile stress, the cooperation between film crack and interface debonding leads to unusual crack patterns, such as spirals, alleys of crescents and variously oriented strips. We use sol-gel method to fabricate silica sol...
The results showed that the improved YOLOX algorithm had 82.48% F1 score and 87.28% AP value, which is higher than that of the other five algorithms at varying degrees. In addition, the data size of the improved YOLOX model was 51.2 M, which is 75.27% compressed compared to the YOLOX ...
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materials Article Effect of Electropulsing Treatment on the Fatigue Crack Growth Behavior of Copper Yan Yin 1, Haibo Chen 1,*, Yasuyuki Morita 2, Yuhki Toku 2 and Yang Ju 2 1 CAS Key Laboratory of Mechanical Behavior and Design of Materials, Department of Modern Mechanics, University of ...
The Average Precision (AP) for a single class is calculated as the area under the PR curve for that class as shown in Equation (6). It can be interpreted as the weighted mean of precisions achieved at each threshold, with the increase in recall from the previous threshold used as the ...
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Our model achieves a significant improvement in the AP values of all three classes, and the value of mAP is improved by 3.17% compared with the original YOLOX. STrans-YOLOX strengthens the extraction ability of crack features in complex scenes and further enhances the detection performance for ...
Recall for the horizontal axis, Precision for the vertical coordinates of the curve calledP-Rcurve, the curve and the axis of the polygon around the city of the area known as theAP, the average of theAPcan be obtained by averaging the mAP. ...