Method and device for labeling picture data based on rules and storage medium

Abstract

The invention belongs to the technical field of data annotation, and discloses a rule-based picture data annotation method and device and a storage medium, and the method comprises the steps: obtaining picture annotation data; judging whether original data exists in the annotation data or not, wherein the original data comprises existing annotation information; if the original data does not exist, labeling all labeling boxes on the labeling data, and selecting one labeling box as a father box; according to the association degree of the father box and other labeling boxes around, labeling child boxes, and outputting a labeling result; if the original data exists, classifying the annotation data according to the original relationship of the annotation box in the annotation information; calculating the correlation degree between the annotation boxes, and establishing a bipartite graph for matching according to the relationship between the annotation boxes; and outputting an annotation result according to a matching result of the bipartite graph. The effect of improving annotation efficiency and precision can be achieved.

Description

technical field [0001] The present application relates to the technical field of data labeling, and in particular, to a method, device and storage medium for labeling picture data based on rules. Background technique [0002] Data labeling is to use automated tools to capture and collect data from the Internet, including text, pictures, voice, etc., and then organize and label the captured data. [0003] Data labeling is a basic work in the artificial intelligence industry. A large number of data labeling specialists are required to engage in relevant work to meet the needs of artificial intelligence training data, and the accuracy of labeling data will affect the quality of artificial intelligence training. With the increase in the amount of labeling data and labeling scenarios, the increase in the base of data volume will lead to poor quality of labeling data, but the amount of data is huge, and the cost of re-labeling is too high. SUMMARY OF THE INVENTION [0004] To t...

AI Technical Summary

Problems solved by technology

[0004] To this end, the embodiments of the present application provide a method, device, and storage medium for labeling image data based on rules, which can solve the technical problems of low efficiency and low precision of existing labeling methods. The specific technical solutions are as follows:

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