Automatic detection and positioning method for application program user interface defects and electronic device
A user interface and application technology, applied in the computer field, can solve problems such as UI rendering errors, undetectable application user interface, and undisplayable pictures
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[0035] The method will be further described through specific embodiments below in conjunction with the accompanying drawings.
[0036] The method process of the present invention is as figure 1 As shown, the specific steps are:
[0037] 1. Obtain the defect detection model
[0038] After preprocessing the training data, since a large amount of training data will improve the accuracy and universality of the model, the amount of existing labeled data is small, and it is necessary to expand the training data set through an automated method. A large number of bug-free application screenshots and their corresponding json files (related information about interface controls) were obtained from the existing public data sets. Input them together into the heuristic training data generator, and generate 5 kinds of applications containing bugs according to the characteristics of 5 types of application user interface defects (pictures cannot be displayed, components are blocked, text ove...
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