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

Abstract

The invention provides an image processing method, device and equipment and a computer readable storage medium, and the method comprises the steps: obtaining a to-be-corrected image collected by an image collection device, wherein the to-be-corrected image is a driver face image with a face rotating by a preset first angle, and the first angle is determined according to an included angle between the image collection device and a driver; taking the first angle as a constraint condition of the to-be-corrected image, and inputting the to-be-corrected image and the first angle into a preset conditional adversarial network to obtain a corrected target image, the target image being a front face image of the driver; and according to the target image and a preset face recognition technology, carrying out recognition operation on the identity information of the driver. Different from the existing technical scheme of labeling the face feature information in the image, the first angle is used asthe constraint condition, and the training data is relatively rich. In the process of face recognition based on a target image, the target image is the front face image of a driver, so that the recognition precision is improved.

Description

technical field [0001] The present invention relates to the field of image processing, in particular to an image processing method, device, equipment and computer-readable storage medium. Background technique [0002] With the development of science and technology, the application fields of face recognition technology are becoming more and more extensive. For example, in the field of online car-hailing, in order to improve the safety of drivers and passengers, the driver's identity information can be identified through face recognition technology. Specifically, an image acquisition device can be installed inside the vehicle to acquire the image information of the current driver, and a face recognition operation is performed on the image information to determine the identity information of the current driver. However, since there is often an angle between the image acquisition device installed in the car and the driver, correspondingly, the acquired image information is ofte...

AI Technical Summary

Problems solved by technology

[0004] The present invention provides an image processing method, device, equipment, and computer-readable storage medium, which are used to solve the technical problem that the training data is difficult to obtain during the training process of the existing image processing method, which leads to low model accuracy

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