Image labeling method and device, computer equipment and readable storage medium

Abstract

The invention relates to an image labeling method and device, computer equipment and a readable storage medium. The method can comprise the following steps: marking the same to-be-marked image according to a pre-trained odd number of image marking models, and obtaining corresponding odd number of first marking images; Wherein the image labeling model is used for labeling a target object in an image; And according to the odd number of first annotation images, determining a target annotation image of the to-be-annotated image. Image labeling method, obtaining An odd number of first annotation images according to an odd number of pre-trained image annotation models; improving the marking efficiency of the to-be-marked image; Besides, the computer equipment determines the target annotation image of the to-be-annotated image according to the obtained odd number of first annotation images, so that the problem that the annotation quality of the to-be-annotated image is low due to insufficientpersonal experience of annotators or incomplete existing rules is avoided, and the annotation accuracy of the determined target annotation image is improved.

Description

technical field [0001] The present invention relates to the image field, in particular to an image labeling method, device, computer equipment and readable storage medium. Background technique [0002] In recent years, with the further development of high-performance image processors (Graphics Processing Unit, GPU) and deep learning technology, more and more users use deep learning technology to detect objects in two-dimensional images. The first step of deep learning-based two-dimensional image object detection technology is to accurately label a large amount of two-dimensional image data to provide a large amount of sample data for deep learning. [0003] In the traditional image annotation method, the annotator judges the position of the object in the two-dimensional image based on personal experience and some existing rules, and uses the existing annotation tool to drag the mouse on the two-dimensional image and mark it with a bounding box. Outline the object and mark t...

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Problems solved by technology

[0005] Based on this, it is necessary to provide an image annotation method for the problems that the traditional image annotation method consumes a lot of manpower and time, the annotation efficiency is low, and the annotation quality may be low due to the lack of personal experience of the annotator or the imperfect existing rules. Method, device, computer device and readable storage medium

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