A method and device for analyzing sensitive images
A sensitive image and sensitive technology, applied in the field of image recognition, can solve the problems of not being able to meet the requirements of filtering monitoring and low recognition accuracy, and achieve the effect of reducing the cost of manual review and improving the level of automation
Active Publication Date: 2022-06-07
SUNING COM CO LTD
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[0004] However, the recognition accuracy of the existing methods is low, and advertisements and publicity images of poultry products, underwear, sporting goods, family planning products and other categories of goods under normal circumstances are often misreported as sensitive images. It is difficult to meet the current real-time monitoring needs of massive Internet advertisements placed on network platforms, especially the e-commerce platform’s requirements for filtering and monitoring massive commodity promotion images. It is necessary to develop detection methods with a high degree of automation in order to control labor costs
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[0048]In order to make those skilled in the art better understand the technical solutions of the present invention, the present invention will be further described in detail below with reference to the accompanying drawings and specific embodiments. Hereinafter, embodiments of the present invention will be described in detail, examples of which are illustrated in the accompanying drawings, wherein the same or similar reference numerals refer to the same or similar elements or elements having the same or similar functions throughout. The embodiments described below with reference to the accompanying drawings are exemplary and are only used to explain the present invention, but not to be construed as a limitation of the present invention. It will be understood by those skilled in the art that the singular forms "a", "an", "the" and "the" as used herein can include the plural forms as well, unless expressly stated otherwise. It should be further understood that the word "comprisi...
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The embodiment of the present invention discloses a method and device for analyzing sensitive images, relates to the technical field of image recognition, can improve the automation level of recognition and detection of advertisement pictures, and reduce the cost of manual review. The present invention includes: clustering the sample images in the training sample set, and then according to the clustered sample images, training corresponding recognition models of various types through a convolutional neural network, and then using the trained recognition models to obtain Identify sensitive images corresponding to various types in the image library to be detected. The present invention is suitable for identifying sensitive pictures on online platforms.
Description
technical field [0001] The invention relates to the technical field of image recognition, in particular to a method and device for analyzing sensitive images. Background technique [0002] With the development of Internet technology and the construction of various online trading platforms, online marketing platforms and other network platforms, major operators and large and small shops will place massive amounts of Internet advertisements on the network platform all the time. In order to regulate the release of Internet advertisements and protect the legitimate rights and interests of consumers, the new Advertising Law promulgated in 2015 clearly stipulates that Internet advertising activities must also comply with the provisions of the Advertising Law. [0003] In the current practical application, the means of monitoring Internet advertising activities by various network platforms is mainly to identify and warn advertisements that may violate the law by detecting sensitive...
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IPC IPC(8): G06V10/762G06V10/764G06V10/774G06V10/82G06K9/62
CPCG06Q30/0643G06Q30/0241G06F18/23G06F18/214G06F18/24
Inventor 杨现常江龙
Owner SUNING COM CO LTD