Detection method and device for pornographic application as well as computer readable storage medium and server
A detection method, pornographic technology, applied in the computer field, can solve problems such as low efficiency
Inactive Publication Date: 2018-09-21
ALIBABA (CHINA) CO LTD
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Problems solved by technology
[0003] Aiming at the shortcomings of the existing methods, the present invention proposes a pornographic application detection method, device, computer-readable storage medium, and server to solve the problem of low efficiency caused by manual screening of pornographic applications in the prior art. Realize automatic and accurate detection of pornographic applications and improve efficiency
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[0050] Embodiments of the present invention are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals designate the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary only for explaining the present invention and should not be construed as limiting the present invention.
[0051] Those skilled in the art will understand that unless otherwise stated, the singular forms "a", "an", "said" and "the" used herein may also include plural forms. It should be further understood that the word "comprising" used in the description of the present invention refers to the presence of said features, integers, steps, operations, elements and / or components, but does not exclude the presence or addition of one or more other features, Integers, steps, operations, elements, components, and / or groups thereof.
[0052] Those sk...
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The invention provides a detection method and device for a pornographic application as well as a computer readable storage medium and a server and aims at solving the technical problem of low efficiency of a pornographic application detection scheme in the prior art. The method comprises the following steps: obtaining picture information of a to-be-detected application; generating an eigenvector of the to-be-detected application on the basis of the picture information; inputting the eigenvector of the to-be-detected application into a pre-generated pornographic application detection model to obtain a predicted value of the to-be-detected application, wherein the pornographic application detection model is generated by training a convolutional neural network through all sample applications,and is used for characterizing the association relationship between the eigenvector and the predicted value; if the predicted value of the to-be-detected application is greater than a preset threshold, determining the to-be-detected application as the pornographic application. According to the embodiment provided by the invention, the detection efficiency of the pornographic application is improved.
Description
technical field [0001] The present invention relates to the field of computer technology, in particular, the present invention relates to a pornographic application detection method, device, computer-readable storage medium and server. Background technique [0002] During the operation of the application store, a large number of applications are put on the shelves almost every day, and some pornographic applications inevitably exist in these applications. These pornographic applications seriously affect the physical and mental health of users, and some even cause economic losses to users. In order to prevent these pornographic applications from causing adverse effects on users, especially teenagers, and avoid causing economic losses to users, it is of great significance to accurately identify pornographic applications from a large number of applications. In the prior art, pornographic applications are generally detected through manual screening, and the efficiency is very lo...
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Login to View More IPC IPC(8): G06K9/62G06N3/04G06N3/08
CPCG06N3/08G06N3/045G06F18/2413
Inventor 潘岸腾
Owner ALIBABA (CHINA) CO LTD