Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

Pornographic image recognition method and system, storage medium and electronic equipment

An image recognition and pornographic technology, applied in the field of image recognition, can solve the problems of multiple elements that do not conform to pornographic images, missed recognition of pornographic images, and inability to recognize pornographic content.

Pending Publication Date: 2021-10-22
北京数美时代科技有限公司
View PDF5 Cites 1 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The algorithm design does not conform to the multi-element characteristics of pornographic images, resulting in the final recognition result only having the most obvious pornographic elements, and pornographic content with weak features cannot be identified
Therefore, the pornographic image recognition methods currently used in the industry often lead to missing pornographic images

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Pornographic image recognition method and system, storage medium and electronic equipment
  • Pornographic image recognition method and system, storage medium and electronic equipment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0038] Such as figure 1 As shown, a kind of pornographic image recognition method of the embodiment of the present invention comprises the following steps:

[0039] S1. Input the image to be recognized into the pornographic image recognition model trained by two branches, and obtain the results corresponding to each branch, wherein the results corresponding to the first branch include at least one first pornographic label, and the results of the second branch only include one second Pornographic tags, where double branch refers to the first branch and the second branch;

[0040] S2. Determine whether the image to be identified is a pornographic image according to the result corresponding to the first branch and the result corresponding to the second branch. specifically:

[0041] 1) For example, if the first image to be recognized is input into the pornographic image recognition model, the corresponding result of the first branch includes two first pornographic labels such a...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention relates to a pornographic image recognition method and system, a storage medium and electronic equipment, and the method comprises the steps: inputting a to-be-recognized image into a double-branch trained pornographic image recognition model, and obtaining a result corresponding to each branch, the result corresponding to the first branch comprising at least one first pornographic label, the result of the second branch only comprising one second pornographic label; and judging whether the to-be-recognized image is a pornographic image or not according to a result corresponding to the first branch and a result corresponding to the second branch. After the to-be-recognized image is input into the pornographic image recognition model of double-branch training, the result corresponding to the first branch and the result corresponding to the second branch can be obtained, the two results can be compared and verified, and the probability of missed recognition of the pornographic image is greatly reduced.

Description

technical field [0001] The present invention relates to the technical field of image recognition, in particular to a pornographic image recognition method, system, storage medium and electronic equipment. Background technique [0002] With the rapid development of multimedia technology, images and videos have become the main way for people to communicate on the Internet. But risks have always coexisted with development, and there are many bad elements in a large number of pictures and videos that affect the public and society. For example, pornographic images will affect the public's online experience, affect the physical and mental health of viewers, and cause serious adverse effects on society. Therefore, the identification and supervision of pornographic images has become an inevitable hard demand technology for media development. [0003] At present, the mainstream algorithm for identifying pornographic images is to perform single-label prediction on images through deep...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
IPC IPC(8): G06K9/62G06K9/46G06N3/04G06N3/08
CPCG06N3/08G06N3/048G06N3/045G06F18/241
Inventor 余路阳唐会军刘拴林梁堃陈建
Owner 北京数美时代科技有限公司
Features
  • Generate Ideas
  • Intellectual Property
  • Life Sciences
  • Materials
  • Tech Scout
Why Patsnap Eureka
  • Unparalleled Data Quality
  • Higher Quality Content
  • 60% Fewer Hallucinations
Social media
Patsnap Eureka Blog
Learn More