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Incremental data determination method and device, storage medium and electronic device

A technology of incremental data and determination method, applied in the field of communication, can solve problems such as data set pollution, and achieve the effect of reducing noise pollution

Pending Publication Date: 2021-10-08
ZHEJIANG DAHUA TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Embodiments of the present invention provide a method and device, a storage medium, and an electronic device for determining incremental data, so as to at least solve

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  • Incremental data determination method and device, storage medium and electronic device
  • Incremental data determination method and device, storage medium and electronic device

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Embodiment Construction

[0023] Hereinafter, the present invention will be described in detail with reference to the accompanying drawings and in conjunction with embodiments. It should be noted that the embodiments in the present application and the features of the embodiments may be combined with each other in the case of no conflict.

[0024] It should be noted that the terms "history", "second" and the like in the description and claims of the present invention and the above drawings are used to distinguish similar objects, and are not necessarily used to describe a specific sequence or sequence.

[0025] The method embodiments provided in the embodiments of the present application may be executed in a computer terminal or a similar computing device. Take running on a computer terminal as an example, figure 1 It is a hardware structure block diagram of a computer terminal of a method for determining incremental data according to an embodiment of the present invention. like figure 1 As shown, th...

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Abstract

The invention discloses an incremental data determination method and device, a storage medium and an electronic device.The method comprises the steps that in the process of training a first preset model through incremental data, obtaining a first loss result corresponding to the incremental data, wherein the incremental data comprises training data and verification data, the first loss result comprises training loss and verification loss; under the condition that the training loss and the verification loss meet a first preset condition, obtaining an analysis result corresponding to incremental data through the first preset model; determining the similarity between the analysis result and a labeling result corresponding to the incremental data; under the condition that the similarity is smaller than a first preset threshold value, determining that the incremental data is unqualified data. By means of the scheme, the problems that in the related technology, when a model needs data set enrichment, if noise data exists in the incremental data, data set pollution is caused are solved.

Description

technical field [0001] The present invention relates to the field of communications, and in particular, to a method and device for determining incremental data, a storage medium, and an electronic device. Background technique [0002] Before the target object detection model is applied to the actual project, it needs to be retrained on the marked business data set to adapt to the business data. For example, the first version of the target object detection model has weak detection ability for children. The first version of the target object detection model is put into the data set for enrichment, and the incremental data that has been marked with a large number of children is obtained. The incremental data is used to train the first version of the target object detection model to obtain the second version of the target object detection model. Model. [0003] For the incremental data that has been marked, manual inspection, cleaning, and correction are required to ensure the ...

Claims

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Application Information

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IPC IPC(8): G06K9/62G06F16/215
CPCG06F16/215G06F18/22G06F18/214
Inventor 姚佳俊阮学武马东星
Owner ZHEJIANG DAHUA TECH CO LTD