Detection model training method and device, storage medium and computer equipment

Abstract

The invention relates to a detection model training method and device, a storage medium and a computer device. The method comprises the steps of obtaining a to-be-processed original image and more than one type of marked images; for each type of marked image, randomly selecting a target position from a target area of the original image as an embedding position of the marked image; for each type ofmarked images, respectively embedding at least one part of the marked images into the original image according to the corresponding embedding positions to obtain corresponding sample images; taking the sample image as a training sample, and taking the mark type of the mark image embedded in the sample image as a corresponding training label; and training a to-be-trained detection model through the training sample and the corresponding training label. According to the scheme provided by the invention, the training efficiency can be improved.

Description

technical field [0001] The present application relates to the technical field of machine learning, in particular to a detection model training method, device, computer-readable storage medium and computer equipment. Background technique [0002] With the development of computer technology, machine learning technology has emerged. Through machine learning technology, computers can be trained to simulate or realize human learning behavior, thus bringing convenience to people's life and work. For example, in the field of image processing, the model can be trained through training data so that the model can learn the ability of classification or positioning, so that machines can replace manpower to process images. [0003] In practical applications, for example, when it is necessary to train a detection model that can recognize target objects (such as watermarks or trademarks), a large amount of labeled data is often required for model training. However, the traditional method ...

AI Technical Summary

Problems solved by technology

[0004] Based on this, it is necessary to provide a detection model training method, device, computer-readable storage medium and computer equipment for the technical problem of low model training efficiency caused by human labeling data

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