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Picture processing method and device, equipment and storage medium

A processing method and image technology, which is applied in the field of image processing and information security processing, can solve the problems of increasing the number of servers, high cost, processing performance bottlenecks, etc., and achieve the effect of reducing the number of images and improving processing efficiency

Inactive Publication Date: 2019-03-26
RUN TECH CO LTD BEIJING
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, its processing performance is still a bottleneck. The number of images that can be processed by a single image processing server per unit time is very limited. When faced with the massive image data on the Internet, in order to find the target image as early as possible, timely Generally, two measures are taken to manage the dissemination and diffusion of images: one is to increase the number of servers and use clusters to process massive pictures, but this method is very costly; the other is to reduce the number of pictures to be processed, generally for pictures Perform sampling processing, but sampling is random, and it is possible to miss target images containing specific content

Method used

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  • Picture processing method and device, equipment and storage medium
  • Picture processing method and device, equipment and storage medium
  • Picture processing method and device, equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0027] The image processing method in this embodiment is aimed at a large number of network requested images in the Internet, that is, images browsed by users when they visit a website, and content recognition is performed after the images are quickly filtered.

[0028] figure 1 It is a flow chart of the picture processing method in Embodiment 1 of the present invention. This embodiment is applicable to the situation of realizing picture processing. The method can be executed by a picture processing device, and the device can be realized by software and / or hardware , for example, the device may be configured in a device. Such as figure 1 As shown, the method may specifically include:

[0029] S110. Obtain pictures browsed by the user on the website.

[0030] Wherein, the picture is a picture browsed by the user when the user accesses the website through the terminal, and the specific type of the terminal is not limited in this embodiment, for example, the terminal may be a ...

Embodiment 2

[0048] Figure 4 It is a flow chart of the image processing method in Embodiment 2 of the present invention. In this embodiment, on the basis of the foregoing embodiments, an example is used to specifically describe a method for processing a picture. Correspondingly, the method in this embodiment specifically includes:

[0049] S210. Obtain pictures browsed by the user on the website.

[0050] Wherein, the picture is a picture browsed by the user when the user accesses the website through the terminal, and the specific type of the terminal is not limited in this embodiment, for example, the terminal may be a mobile phone, a computer, or a tablet computer. Collect and analyze the traffic (that is, webpage access data) during the user’s access to the website by means of light splitting or mirroring, and then obtain Hyper Text Markup Language (HTML) pages, pictures or scripts, etc., and the pictures obtained are The picture to be processed in this embodiment.

[0051] S220. D...

Embodiment 3

[0063] Figure 5 It is a schematic structural diagram of a picture processing device in Embodiment 3 of the present invention, and this embodiment is applicable to the situation of implementing picture processing. The image processing device provided in the embodiments of the present invention can execute the image processing method provided in any embodiment of the present invention, and has corresponding functional modules and beneficial effects for executing the method. The device specifically includes a picture acquisition module 310, a picture processing module 320 and a compliance module 330, wherein:

[0064] The picture acquisition module 310 is used to acquire pictures browsed by users on the website;

[0065] The picture processing module 320 is used to input the picture whose size is outside the preset size range, whose aspect ratio is within the preset aspect ratio range, and whose picture information is outside the preset white list, into the image content recogn...

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Abstract

The embodiment of the invention discloses a picture processing method and device, equipment and a storage medium. The processing method comprises the following steps: obtaining a picture browsed by auser on a website; Inputting a picture of which the size is outside a preset size range,wherein the aspect ratio is within a preset aspect ratio range and the picture information is outside a preset white list into an image content recognition model; And determining whether the corresponding picture is compliant or not according to an identification result of the image content identification model. According to the technical scheme provided by the embodiment of the invention, the picture can be preliminarily filtered and deleted before image content recognition, the compliant picture is filtered as much as possible, the number of pictures subjected to image content recognition processing is reduced, and the processing efficiency of picture recognition is improved.

Description

technical field [0001] Embodiments of the present invention relate to the technical field of image processing and the field of information security processing, and in particular to a method, device, device, and storage medium for image processing. Background technique [0002] As one of the important media media on the Internet, pictures contain a lot of content and information. Due to the complexity of the management of picture content, some netizens with ulterior motives use pictures to spread specific content, which may endanger the safety and health of netizens. [0003] With the development of artificial intelligence and machine vision, deep learning technology is also widely used in image content recognition and classification. The image processing model trained using deep learning technology has greatly improved the accuracy of image content recognition and classification. Improvement provides a reliable technical foundation for image content management. However, it...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/60
CPCG06T7/60G06T2207/10004
Inventor 万月亮宋同珍火一莽
Owner RUN TECH CO LTD BEIJING
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