Image labeling method and device, electronic device and storage medium

An image labeling and image technology, applied in the computer field, can solve problems such as high cost and long time, and achieve the effect of reducing labor costs and improving labeling quality and efficiency

Active Publication Date: 2019-11-15
SHANGHAI SENSETIME INTELLIGENT TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the sample data used for training generally needs to be labeled, and the labeling of image data is mostly manual labeling, which takes a long time and high cost

Method used

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  • Image labeling method and device, electronic device and storage medium
  • Image labeling method and device, electronic device and storage medium
  • Image labeling method and device, electronic device and storage medium

Examples

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Embodiment Construction

[0043] Various exemplary embodiments, features, and aspects of the present disclosure will be described in detail below with reference to the accompanying drawings. The same reference numbers in the figures indicate functionally identical or similar elements. While various aspects of the embodiments are shown in drawings, the drawings are not necessarily drawn to scale unless specifically indicated.

[0044] The word "exemplary" is used exclusively herein to mean "serving as an example, embodiment, or illustration." Any embodiment described herein as "exemplary" is not necessarily to be construed as superior or better than other embodiments.

[0045] The term "and / or" in this article is just an association relationship describing associated objects, which means that there can be three relationships, for example, A and / or B can mean: A exists alone, A and B exist simultaneously, and there exists alone B these three situations. In addition, the term "at least one" herein mean...

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Abstract

The invention relates to an image labeling method and device, an electronic device and a storage medium. The method comprises: recognizing at least one set of collected to-be-labeled images, determining an image area where a target object is located in the at least one set of to-be-labeled images, each set of to-be-labeled images comprising at least two images, and the indication states of the target object in the at least two images being different; and according to the image area where the target object is located, determining labeling information of at least one group of to-be-labeled images. According to the embodiment of the invention, efficient and automatic labeling images of the image can be realized.

Description

technical field [0001] The present disclosure relates to the field of computer technology, and in particular to an image labeling method and device, electronic equipment, and a storage medium. Background technique [0002] Sample data is the basis for image recognition using machine learning methods, and it is generally necessary to provide a large amount of sample data for training machine learning models. However, the sample data used for training generally needs to be labeled, and the labeling of image data is mostly done manually, which takes a long time and a high cost. Contents of the invention [0003] The present disclosure proposes an image labeling technical solution. [0004] According to an aspect of the present disclosure, an image labeling method is provided, including: respectively identifying at least one group of collected images to be labeled, and determining the image area where the target object in the at least one group of images to be labeled is loca...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06K9/00
CPCG06V20/588G06V20/582G06V20/584G06F18/241G06F18/214
Inventor 陈亦鹏李诚
Owner SHANGHAI SENSETIME INTELLIGENT TECH CO LTD
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