Label image generation method and device, readable storage medium and terminal equipment

An image generation and storage medium technology, applied in the field of image processing, can solve the problem of manpower and time consumption, and achieve the effect of reducing manpower and time consumption

Pending Publication Date: 2021-02-26
UBTECH ROBOTICS CORP LTD
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  • Claims
  • Application Information

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Problems solved by technology

[0003] In view of this, the embodiment of the present application provides an annotated image generation method, device, computer-readable storage medium, and terminal equipment to solve the problem of manually collecting and annotating a large amount of image data in the prior art, which consumes a lot of manpower and time. The problem

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  • Label image generation method and device, readable storage medium and terminal equipment
  • Label image generation method and device, readable storage medium and terminal equipment
  • Label image generation method and device, readable storage medium and terminal equipment

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[0065]In order to make the purposes, features, and advantages of the present application more obvious and understandable, the technical solutions in the embodiments of the present application will be described clearly and completely in conjunction with the accompanying drawings in the embodiments of the present application. Obviously, the following The described embodiments are only a part of the embodiments of the present application, but not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by those of ordinary skill in the art without creative work shall fall within the protection scope of this application.

[0066]It should be understood that when used in this specification and the appended claims, the term "comprising" indicates the existence of the described features, wholes, steps, operations, elements and / or components, but does not exclude one or more other features , The existence or addition of a whole, a step, an operation,...

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Abstract

The invention belongs to the technical field of image processing, and particularly relates to an annotation image generation method and device, a computer readable storage medium and terminal equipment. The method comprises the following steps: acquiring an object image and a background image, wherein the object image is an image of a target object corresponding to a preset object detection model;and fusing the object image into the background image according to preset image generation parameters to obtain a sample image and annotation information for training the object detection model. By means of the image fusion mode, a large number of new images for model training can be automatically generated and marked based on a small number of existing images, and consumption of manpower and time is greatly reduced.

Description

Technical field[0001]This application belongs to the field of image processing technology, and in particular relates to a method, device, computer-readable storage medium, and terminal equipment for generating annotated images.Background technique[0002]Object detection is one of the classic problems in computer vision. Its task is to use a box to mark the position of the object in the image and give the object category. From the traditional artificially designed feature plus shallow classifier framework to the end-to-end detection framework based on deep learning, object detection has become more and more mature step by step. However, the current object detection models based on deep learning all need to rely on a large amount of manually collected and labeled image data for training, which consumes a lot of manpower and time.Summary of the invention[0003]In view of this, the embodiments of the present application provide a method, device, computer-readable storage medium, and termi...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T5/50G06K9/62
CPCG06T5/50G06T2207/10004G06T2207/20221G06F18/214
Inventor 黄冠文程骏庞建新谭欢
Owner UBTECH ROBOTICS CORP LTD
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