Data processing method and device thereof, service providing method and device, equipment and storage medium

Abstract

The invention provides a data processing method and a device thereof, a service providing method and a device, equipment and a storage medium, and the method comprises the steps: obtaining a first image sample and an initial adjustment parameter, wherein the first image sample comprises a target object; and clustering the initial adjustment parameters, and determining a target adjustment parameter according to the degree of removing interference information in the first image sample by a clustering result; and eliminating interference information in the first image sample by using the target adjustment parameter to obtain a second image sample. In the process of determining the target adjustment parameters, the elimination degree of the clustering result to the interference information is considered, so that the determined target adjustment parameters have relatively high interference information elimination capability, and the target object can be clearly displayed in the second image sample. Due to the clear display of the target object, the difficulty of image sample labeling is reduced, the accuracy of image sample labeling is improved, and the training effect of the model is further ensured.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to a data processing method, a service providing method, a device, a device and a storage medium. Background technique [0002] In the field of production, no matter what kind of product it is, before it leaves the factory for sale, quality inspection is an essential link. Taking tire production as an example, due to the influence of various factors such as the production environment, production equipment and production process, the surface of the produced tire may have defects such as depressions and cracks, and defects such as air bubbles and cracks may appear inside the tire. Therefore, quality testing is usually required both inside and outside the product. [0003] Compared with the detection on the surface of the product, in practical applications, the detection inside the product is often more difficult. The detection of product internal quality is usually achieve...

AI Technical Summary

Problems solved by technology

However, due to the difficulty in labeling the training samples of the model, the effect of the detection model training is not good, which also leads to the poor effect of quality detection.

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