Deep learning-based power transmission and transformation project quality common disease prevention and detection method
A technology of engineering quality and deep learning, applied in the field of image recognition and computer vision, can solve problems such as low efficiency, waste of human resources, and reduce efficiency, and achieve the effect of good generalization ability, robustness, and good detection performance.
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[0052]The invention will be further described below with reference to the accompanying drawings and examples.
[0053]Please refer tofigure 1The present invention provides a method of controlling the prevention and control method for deep learning based on deep learning, including the following steps:
[0054]Step S1: Get the connection detection data for the power chamber and pretreatment;
[0055]Step S2: According to the training algorithm requirements, construct a set of transforming engineering power tanks connected to the detection data set;
[0056]Step S3: Tuning the training super parameters of the depth learning algorithm YOLOV4-TINY, optimize the training model, and training according to the data set and obtained the YOLOV4-TINY detection model;
[0057]Step S4: Target the input image based on the YOLOV4-TINY detection model obtained after training, obtain initial detection results;
[0058]Step S5: Decoding the preliminary detection result and uses the improved non-polar large value suppr...
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