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

Method and device for carrying out classified management on clothes on the basis of picture processing

A technology of image processing and classification management, applied in the field of image processing, can solve the problems of insufficient intelligence and humanization, and achieve the effect of convenient viewing

Active Publication Date: 2016-03-23
CHONGQING INST OF GREEN & INTELLIGENT TECH CHINESE ACADEMY OF SCI
View PDF4 Cites 32 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] In view of the shortcomings of the prior art described above, the purpose of the present invention is to provide a method and device for classifying and managing clothes based on image processing, which is used to solve the problem of using software or electronic equipment to manage clothes in the prior art. The problem of not being smart enough and humane

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
  • Method and device for carrying out classified management on clothes on the basis of picture processing
  • Method and device for carrying out classified management on clothes on the basis of picture processing
  • Method and device for carrying out classified management on clothes on the basis of picture processing

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0055] see see figure 1 , shows an implementation flowchart of a method for classifying and managing clothes based on image processing provided by the present invention, as shown in the figure, and the technical solution of the method will be described in detail below.

[0056] S101. Acquire a picture containing an image of clothes.

[0057] In a specific implementation, electronic devices (such as mobile phones, tablet computers, etc.) can be used to take pictures of the clothes to obtain a picture containing the image of the clothes; of course, the pictures can also be taken in advance and directly selected from the electronic device .

[0058] It should be understood that the clothing images mentioned above should not only be understood as images containing clothing, but also clothing such as pants and shoes. For the convenience of description, they are collectively referred to as clothing images, and the same applies hereinafter.

[0059] S103. Input the picture into the...

Embodiment 2

[0081] See Figure 4 , the present invention also provides a device for classifying and managing clothes based on image processing. As shown in the figure, the electronic device 200 includes: a first model generation module 260, adapted to generate a clothes detection model through deep learning training; The second model generation module 270 is adapted to generate an attribute recognition model through deep learning training, and the picture acquisition module 210 is adapted to acquire pictures containing clothing images; the image detection module 220 is suitable for inputting the pictures into the clothing detection model to detect Obtain the clothes image in the picture; the image preprocessing module 230 is adapted to perform filling processing on the clothes image to obtain a standard size picture including the clothes image, and extract the clothes image in the standard size picture CNN features; the attribute recognition module 240 is adapted to input the CNN features...

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 provides a method and a device for carrying out classified management on clothes on the basis of picture processing. The method comprises the following steps: obtaining a picture which contains a clothes image; inputting the picture into a clothes detection model, and detecting to obtain a clothes image area in the picture; carrying out padding preprocessing on the clothes image area to obtain a standard-size picture which contains the clothes image area, and extracting the CNN (Cellular Neural Network) characteristics of the clothes image; inputting the CNN characteristics of the clothes image into an attribute identification model to identity to obtain an attribute sequence of the clothes image; and on the basis of the attribute sequence, carrying out classified storage on the picture which contains the clothes image to form an electronic wardrobe. The clothes image area in the picture is automatically detected, the attribute of the clothes image is automatically identified to carry out the classified storage on the clothe pictures so as to bring convenience for users to check, and a phenomenon that the user manually types in the attributes to carry out the classification storage is not required.

Description

technical field [0001] The invention relates to the technical field of image processing, in particular to a method and device for classifying and managing clothes based on image processing. Background technique [0002] With the generalization of smart mobile terminal equipment, various application software closely related to our life have also appeared on the mobile terminal, among which, the management software for clothes is a relatively popular one. [0003] The existing clothing management software recommends clothing suitable for travel through the weather and provides fashion matching. This kind of clothing recommendation is not based on the user's own preferences, and the user needs to match the clothing himself, which is not smart enough. In addition, there are functions of personal clothes management and collocation in the existing clothes management software. However, its management of personal clothes depends on uploading pictures of personal clothes, and relyi...

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): G06F17/30G06K9/62
CPCG06F16/583G06F18/2411
Inventor 徐卉程诚刘盛中程俊周曦
Owner CHONGQING INST OF GREEN & INTELLIGENT TECH CHINESE ACADEMY OF SCI
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com