Image labeling method and device, readable medium and electronic equipment

An image and target image technology, applied in the field of image processing, can solve problems such as inaccurate results and unsatisfactory users

Active Publication Date: 2020-06-26
BEIJING BYTEDANCE NETWORK TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the information contained in a picture is diverse. For example, mountains, lakes, and people may appear in a picture at the same time. If only one scene label of "people" is assigned to the picture, the result will be inaccurate and cannot meet the needs of users.

Method used

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  • Image labeling method and device, readable medium and electronic equipment
  • Image labeling method and device, readable medium and electronic equipment
  • Image labeling method and device, readable medium and electronic equipment

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Embodiment Construction

[0034] Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although certain embodiments of the present disclosure are shown in the drawings, it should be understood that the disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein; A more thorough and complete understanding of the present disclosure. It should be understood that the drawings and embodiments of the present disclosure are for exemplary purposes only, and are not intended to limit the protection scope of the present disclosure.

[0035] It should be understood that the various steps described in the method implementations of the present disclosure may be executed in different orders, and / or executed in parallel. Additionally, method embodiments may include additional steps and / or omit performing illustrated steps. The scope of the present disclosure is not limited in this regard. ...

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Abstract

The invention relates to an image labeling method and device, a readable medium and electronic equipment, and relates to the technical field of image processing, the method comprises the following steps: inputting a to-be-labeled target image into a pre-trained image multi-classification model, obtaining a matching degree between a target image output by the image multi-classification model and each scene label in the plurality of scene labels, and obtaining a first preset number of feature maps extracted by the image multi-classification model, determining a second preset number of target scene tags in the plurality of scene tags according to the matching degree of each scene tag, and labeling the target image according to the first preset number of feature maps and the image binary classification model corresponding to each target scene tag. According to the invention, the target scene label is screened out by using the image multi-classification model, and the target image is labeled according to the image binary classification model corresponding to the target scene label, so that a plurality of scene labels can be labeled for the image, and the image labeling accuracy and calculation efficiency are improved.

Description

technical field [0001] The present disclosure relates to the technical field of image processing, and in particular, to an image labeling method, device, readable medium and electronic equipment. Background technique [0002] With the development of terminal technology and image processing technology, image processing operations that can be provided on terminal devices are becoming more and more abundant. For example, the terminal device can recognize different scenes included in the picture (for example: indoor, landscape, person, mountain, lake, beach, etc.), and perform corresponding operations according to different scenes. For example, label images according to different scenes. Normally, only one scene label can be attached to a picture. However, the information contained in a picture is diverse. For example, mountains, lakes, and people may appear in a picture at the same time. If only one scene label of "people" is assigned to the picture, the result will be inaccu...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06K9/00G06N3/04G06N3/08
CPCG06N3/08G06V20/00G06N3/045G06F18/22G06F18/2431G06F18/2433G06F18/214Y02T10/40
Inventor 郭冠军
Owner BEIJING BYTEDANCE NETWORK TECH CO LTD
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