Unlock instant, AI-driven research and patent intelligence for your innovation.

A method and device for identifying and detecting clothing attributes

A technology of attribute recognition and clothing, applied in the computer field, can solve the problems of clothing attribute information interference, limit the final clothing recognition accuracy, etc., and achieve the effect of saving time and improving accuracy

Active Publication Date: 2021-01-12
SHENZHEN INTELLIFUSION TECHNOLOGIES CO LTD
View PDF5 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The current clothing attribute label recognition technology often considers the information of the entire image, because the complexity of the background information will cause information interference to the final clothing attribute recognition, limiting the accuracy of the final clothing recognition

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
  • A method and device for identifying and detecting clothing attributes
  • A method and device for identifying and detecting clothing attributes
  • A method and device for identifying and detecting clothing attributes

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0029] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0030] It should be understood that when used in this specification and the appended claims, the terms "comprising" and "comprises" indicate the presence of described features, integers, steps, operations, elements and / or components, but do not exclude one or Presence or addition of multiple other features, integers, steps, operations, elements, components and / or collections thereof.

[0031] It should be noted that the terms used in the embodiments of the present ...

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 present application provides a clothing attribute recognition and detection method and device. The method includes: obtaining a picture to be detected, the picture to be detected is a clothing picture; using a key point model to mark the picture to be detected to generate a picture to be detected marked with key points, wherein the key point model is Obtained by training a multi-layer network structure using a data set, the multi-layer network structure includes a main network and an auxiliary network, and the data set is a collection of data obtained through data preprocessing after capturing a large amount of clothing image data; according to the labeling For the picture to be detected with key points, use the clothing attribute model to identify the clothing attribute of the key point area, and obtain the clothing attribute information of the picture to be detected, wherein the clothing attribute model is based on the idea of ​​transfer learning to carry out the pre-training model obtained by training.

Description

technical field [0001] The present application relates to the field of computers, in particular to a method and device for identifying and detecting clothing attributes. Background technique [0002] At present, with the rapid development of e-commerce and the vigorous development of online shopping, clothing attribute analysis has become a hot topic in the field of computer vision. Benefiting from the emergence of large-scale clothing attribute data sets, deep learning models have made great achievements in the field of clothing attribute analysis impressive effect. [0003] The current clothing attribute label recognition technology often considers the information of the entire image, because the complexity of the background information will cause information interference to the final clothing attribute recognition, which limits the accuracy of the final clothing recognition. Contents of the invention [0004] The present application provides a clothing attribute identi...

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
Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/62G06Q30/06
CPCG06Q30/0601G06F18/241G06F18/25G06Q30/06
Inventor 董尔希黄轩王孝宇付凌志虞勇波
Owner SHENZHEN INTELLIFUSION TECHNOLOGIES CO LTD