SLICE DEFECT DETECTION METHOD AND APPARATUS, AND ELECTRONIC DEVICE AND READABLE STORAGE MEDIUM

摘要

A slice defect detection method and apparatus, an electronic device, and a readable storage medium, which relate to the technical field of intelligent decision making in artificial intelligence. The method comprises: inputting a slice set to be subjected to detection into a feature extraction branch of a trained slice defect detection model; inputting an obtained feature set into an up-sampling branch of the slice defect detection model, so as to obtain various defect areas and predicted defect categories corresponding to the various defect areas; inputting the feature set into a classification branch of the slice defect detection model, so as to obtain a second defect category distribution table; and acquiring second probability values of the predicted defect categories in the second defect category distribution table, and when the second probability values are greater than a preset threshold value, taking the predicted defect categories as target defect categories. By means of the method, the accuracy of detecting slice defect areas and defect categories is improved. In addition, the method further relates to blockchain technology, and can be applied to the field of smart medical treatment, thereby promoting the construction of a smart city.