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Target detection picture generation method and device, equipment and medium

A target image and target detection technology, applied in the field of target detection, can solve the problem of a small number of target detection images, and achieve the effect of reducing dependence

Pending Publication Date: 2022-08-09
ZHEJIANG DAHUA TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] The present disclosure provides a method, device, equipment and medium for generating target detection pictures to solve the problem that some target detection pictures are less in number in the field of deep learning target detection

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  • Target detection picture generation method and device, equipment and medium
  • Target detection picture generation method and device, equipment and medium
  • Target detection picture generation method and device, equipment and medium

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Embodiment Construction

[0076] In order to make the purpose, technical solutions and advantages of the present disclosure clearer, the present disclosure will be further described in detail below with reference to the accompanying drawings. Obviously, the described embodiments are only a part of the embodiments of the present disclosure, but not all of the embodiments. Based on the embodiments in the present disclosure, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present disclosure.

[0077] The following is an explanation of some words that appear in the text:

[0078] 1. The term "and / or" in the embodiment of the present disclosure describes the association relationship of the associated objects, indicating that there can be three kinds of relationships, for example, A and / or B, which can mean: A exists alone, A and B exist at the same time, independently There are three cases of B. The character " / " ge...

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Abstract

The invention relates to a target detection picture generation method, apparatus and device, and a medium. The method comprises the steps of generating a target picture of a specified target by using a generative adversarial network; performing edge feature extraction on the target picture to obtain an edge binary image corresponding to the target picture; fusing a background picture and the target picture to obtain a candidate target picture; and processing the edge of the specified target contained in the candidate target picture according to the edge binary image to obtain a target detection picture corresponding to the target picture. According to the invention, the problem that the number of some target detection pictures is small in the field of deep learning target detection can be solved.

Description

technical field [0001] The present disclosure relates to the technical field of target detection, and in particular, to a method, apparatus, device and medium for generating a target detection picture. Background technique [0002] As a key direction of vision tasks, target detection mainly includes positioning and classification of targets. As a cutting-edge technology of artificial intelligence, it is widely used in many fields, such as intelligent assisted driving, intelligent robots, and intelligent security. [0003] The target detection technology based on deep learning usually needs to use a large amount of sample data to complete the model training. However, some specific types of target sample data are often difficult or impossible to obtain, such as animal or special picture data. Currently, a specific type of target sample data can be generated using a Generative Adversarial Network (GAN). GAN belongs to the unsupervised application of deep learning. The main ta...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06V10/28G06V10/30G06V10/32G06V10/44G06V10/764G06V10/80G06V10/82G06K9/62G06N3/04G06N3/08
CPCG06V10/28G06V10/44G06V10/30G06V10/32G06V10/80G06V10/764G06V10/82G06N3/08G06N3/045G06F18/241G06F18/25G06V10/26G06V10/34G06V10/774G06N3/0475G06N3/094G06N3/0464G06T11/00
Inventor 周祥明黄鹏吴立殷俊
Owner ZHEJIANG DAHUA TECH CO LTD