Multi-label classification of gynecological secretion images
A classification method and secretion technology, applied in the medical field, can solve the problems of prolonging the classification time, not applicable to the classification of gynecological secretion cell images, etc., and achieve the effect of saving classification time and improving accuracy.
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[0057] The present invention will be described in further detail below in conjunction with the accompanying drawings and embodiments.
[0058] Such as figure 1 As shown, the present invention discloses a multi-label gynecological secretion image classification method, comprising the following steps:
[0059] Step 1. Feature extraction
[0060] The feature extraction includes (such as figure 2 shown):
[0061] Step S11, obtaining the original training data, constructing the training database, specifically shooting the original gynecological secretion images ( Figure 6 shown), different types of cells in the gynecological secretion image are labeled separately to generate a label map ( Figure 7 As shown), different types of cells in the label map are represented by different pixel values; the generated label map and the corresponding gynecological secretion image are stored to establish a training database; the gynecological secretion image can be a picture or can be is ...
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