A data-oriented deep clustering method for sole pattern images
A clustering method and image depth technology, applied in the field of clustering, can solve the problem of uneven distribution of data set categories, and achieve the effects of controllable efficiency, reasonable clustering results, and improved clustering accuracy.
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[0030] In order to make those skilled in the art better understand the solutions of the present invention, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only Embodiments are part of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.
[0031] like Figure 1-2 As shown, the present invention provides a data-oriented deep clustering method for sole pattern images, which mainly includes an unsupervised learning network for sole pattern images, and this network includes a self-expression network suitable for sole pattern images with class labels. Structure, a pattern image self-en...
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