We note that this test set was preserved only for testing the mannequin and it was not included in any phases of coaching or validation of the model. In this take a look at set, there are 306 pictures with damaged enamel defects, and a total of 554 defects labeled. The remaining 163 gears were used as a coaching set, and included 1405 photographs with a defect. Figure 6 reveals the mannequin precision and recall performance on the test, after re-training on the data split. When a prediction threshold of 75% was chosen, the model achieved a precision and recall score of 88% and 86%, respectively. The mannequin additionally showed good precision and recall percentages when the prediction rating was elevated.
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Spur Gears
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