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Working garment identification method and device, electronic equipment and storage medium

A recognition method and clothing technology, applied in the field of image recognition and machine learning, can solve the problems of insufficient convenience of work clothing recognition

Pending Publication Date: 2022-05-31
成都佳华物链云科技有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The purpose of the embodiment of the present application is to provide a method, device, electronic device and storage medium for identifying work clothes, which are used to improve the problem of insufficient convenience for identifying work clothes

Method used

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  • Working garment identification method and device, electronic equipment and storage medium
  • Working garment identification method and device, electronic equipment and storage medium
  • Working garment identification method and device, electronic equipment and storage medium

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Embodiment Construction

[0028] The following will clearly and completely describe the technical solutions in the embodiments of the present application in conjunction with the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present application, not all of them. example. The components of the embodiments of the application generally described and illustrated in the figures herein may be arranged and designed in a variety of different configurations. Therefore, the following detailed description of the embodiments of the present application provided in the drawings is not intended to limit the scope of the claimed embodiments of the present application, but merely represents selected embodiments of the embodiments of the present application. Based on the embodiments of the present application, all other embodiments obtained by those skilled in the art without creative efforts fall within the protection sco...

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Abstract

The invention provides a work clothes identification method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining a to-be-identified image which is obtained by photographing a target object; extracting pedestrian re-identification ReID features in the to-be-identified image; judging whether ReID features are matched in a tool feature library or not; and if yes, determining the clothing category of the target object as the working clothing. By extracting the pedestrian re-identification ReID feature in the to-be-identified image and matching the ReID feature with the feature in the tool feature library to determine the clothing category of the target object, the situation that a model needs to be trained again when a new image category is added due to the fact that an image classification network model is used for identification is avoided; the tedious operation of retraining the model when a new image category is added is reduced, so that the convenience of identifying the work clothes is improved.

Description

technical field [0001] The present application relates to the technical field of image recognition and machine learning, and in particular, to a work clothes recognition method, device, electronic equipment and storage medium. Background technique [0002] At present, the process of identifying work clothes is mostly to use the image classification network model to classify work clothes to determine whether the clothing category of the target object is work clothes. The specific process is as follows: First, collect the existing staff wearing clothing images; then, mark all the images as two categories of work clothing and non-work clothing to form an image classification dataset; then use the image classification dataset to train the image classification network model, and then obtain the A network model for clothing recognition. [0003] In the specific practice process, it is found that when the work clothes of future franchisees join and the work clothes are inconsisten...

Claims

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Application Information

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IPC IPC(8): G06V20/52G06K9/62G06F16/53G06V10/44
CPCG06F16/53G06F18/22G06F18/214
Inventor 李玮黄志龙周永修侯韶君李辰朱琳高小改崔路凯
Owner 成都佳华物链云科技有限公司
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