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Image segmentation method and device, electronic device and storage medium

An image segmentation and sample image technology, applied in the field of image processing, can solve the problem of low accuracy of detection position information, and achieve the effect of reducing the influence of the recognition result, improving the accuracy and reducing the influence.

Active Publication Date: 2019-12-20
BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The present disclosure provides a method, device, electronic equipment and storage medium for image segmentation, so as to at least solve the problem of low accuracy of detection position information in the related art

Method used

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

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Embodiment Construction

[0072] The training method of the image segmentation network provided by the present disclosure can be implemented by a computer device, and the computer device can be a server or a terminal. It can be implemented independently by the server or the terminal, or jointly implemented by the server and the terminal. Terminals can be mobile phones, tablet computers, smart wearable devices, desktop computers, notebook computers, etc. The server can be a single server or a server group. If it is a single server, the server can be responsible for all the processing in the following schemes. If it is a server group, different servers in the server group can be responsible for the following schemes respectively. Different processing in , the specific processing allocation can be set arbitrarily by technicians according to actual needs, and will not be repeated here. In this embodiment, the implementation of the object detection by the server is taken as an example to describe the solut...

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Abstract

The invention relates to an image segmentation method and device, an electronic device and a storage medium, and belongs to the field of image processing. The method comprises: acquiring a sample image, and acquiring reference position information and reference edge information of a detection object in the sample image; inputting the sample image into the feature extraction module to obtain feature information of the sample image; determining position information of a detection object included in the sample image based on the feature information and the object position detection module, and determining edge information of the detection object included in the sample image based on the feature information and the object edge detection module; and based on the position information, the edge information, the reference position information and the reference edge information, training the to-be-trained image segmentation network to obtain a trained image segmentation network. According to the invention, the accuracy of object position identification by the image segmentation network can be improved.

Description

technical field [0001] The present disclosure relates to the field of image processing, and in particular to a method, device, electronic equipment and storage medium for image segmentation. Background technique [0002] With the development of artificial intelligence, image segmentation technology has become a technology that people often use. Its purpose is to detect the area that belongs to the target object in the image, and divide the part of the image that belongs to the target object from the part that does not belong to the target object. Partially distinguished, the target object can be a person, a car, an animal, etc. [0003] The current technology for image segmentation is to learn and train a large number of sample images by establishing an image segmentation network, and then realize the detection of target objects. The image segmentation network includes a feature extraction module and a position detection module. The feature extraction module extracts the fe...

Claims

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Application Information

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IPC IPC(8): G06T7/13G06N3/04G06N3/08
CPCG06T7/13G06N3/08G06T2207/20081G06N3/045
Inventor 黄慧娟郭益林赵松涛宋丛礼郑文
Owner BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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