Image classification method and device, electronic equipment and storage medium
A classification method and image technology, applied in the field of artificial intelligence, can solve problems such as overfitting of training methods, achieve the effects of avoiding overfitting, improving performance and generalization, and saving labeling costs
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[0043] In order to make the objectives, technical solutions and advantages of the present invention clearer, the technical solutions in the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are part of the embodiments of the present invention. , not all examples. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.
[0044] In deep learning, the size of the data set directly affects the performance of the deep model. The larger the number of samples, the better the effect of the trained model and the stronger the generalization ability of the model. Large-scale pre-training methods (such as using tens of thousands of neuroimaging data) have the ability to model a large amount of data and learn features, mining the inherent char...
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Abstract
Description
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