A training sample acquisition method, device, electronic equipment and storage medium

A technology of training samples and scenes, applied in the field of machine learning, can solve the problems of low efficiency and high cost of image training samples, achieve the effects of reducing labeling costs, convenient acquisition, and improving labeling processing efficiency

Active Publication Date: 2021-03-09
HANGZHOU RUISHENG SOFTWARE CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The purpose of the present invention is to provide a training sample acquisition method, device, electronic equipment and computer-readable storage medium to solve the problems of low efficiency and high cost of obtaining image training samples in the prior art

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  • A training sample acquisition method, device, electronic equipment and storage medium
  • A training sample acquisition method, device, electronic equipment and storage medium
  • A training sample acquisition method, device, electronic equipment and storage medium

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Embodiment Construction

[0048] A training sample acquisition method, device, electronic device, and computer-readable storage medium proposed by the present invention will be further described in detail below with reference to the accompanying drawings and specific embodiments. The advantages and features of the invention will be apparent from the claims and the following description.

[0049] In order to solve the problems in the prior art, embodiments of the present invention provide a training sample acquisition method, device, electronic equipment, and computer-readable storage medium.

[0050] It should be noted that the method for obtaining training samples in the embodiment of the present invention can be applied to the apparatus for obtaining training samples in the embodiment of the present invention, and the apparatus for obtaining training samples can be configured on an electronic device. Wherein, the electronic device may be a personal computer, a mobile terminal, etc., and the mobile te...

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Abstract

The present invention provides a training sample acquisition method, device, electronic equipment, and storage medium. The method includes: obtaining a scene segment in a video; selecting a video frame containing a target object in the scene segment as an initial frame, and performing the Marking the target area where the target object is located in the initial frame; extracting the feature information of the marked target area in the initial frame; taking the initial frame as a reference, forward and / or or backward video frame to perform feature search, determine the area where the feature information in each searched frame matches the feature information of the target area, and automatically mark the determined area in each searched frame; extract the scene Annotated images of each video frame in the segment are used as training samples. The invention can solve the problems of low efficiency and high cost of acquiring image training samples in the prior art.

Description

technical field [0001] The present invention relates to the technical field of machine learning, in particular to a training sample acquisition method, device, electronic equipment and computer-readable storage medium. Background technique [0002] The establishment of an artificial intelligence recognition model requires a large number of training samples for training, and the training samples are generally in the form of pictures. However, in order to meet the training requirements, it is usually necessary to obtain a large number of pictures as training samples, and when labeling, it is necessary to label each picture separately, which is inefficient and expensive. Contents of the invention [0003] The purpose of the present invention is to provide a training sample acquisition method, device, electronic equipment and computer-readable storage medium to solve the problems of low efficiency and high cost of obtaining image training samples in the prior art. [0004] In...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/46G06N20/00
CPCG06N99/00G06V10/40
Inventor 徐青松李青
Owner HANGZHOU RUISHENG SOFTWARE CO LTD
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