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

An image processing and image correction technology, applied in the field of image processing, can solve the problems of high difficulty in obtaining training data and low model accuracy, and achieve the effect of enriching training data

Pending Publication Date: 2020-10-30
BEIJING DIDI INFINITY TECH & DEV
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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 technic

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

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Embodiment Construction

[0055] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. All other embodiments obtained based on the embodiments of the present invention belong to the protection scope of the present invention.

[0056] Aiming at the above-mentioned technical problem that it is difficult to obtain training data in the training process of the existing image processing method, which leads to low model accuracy, the present invention provides an image processing method, device, equipment and computer-readable storage medium.

[0057] It should be noted that the image processing method, device, device, and computer-readable sto...

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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...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/32G06N3/04G06N3/08
CPCG06N3/08G06V40/161G06V20/59G06V10/24G06N3/045
Inventor 郭远昊张修宝沈海峰
Owner BEIJING DIDI INFINITY TECH & DEV
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