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Dirty data clearing method and device, terminal equipment, and readable storage medium

A dirty data and credible technology, applied in the field of terminal equipment and readable storage media, devices, and dirty data cleaning methods, can solve the problem that the recognition results affect the accuracy of the recognition model, reduce the recognition accuracy, and lack the verification of the accuracy of the recognition results, etc. problems, to achieve the effect of reducing time-consuming recognition, improving recognition accuracy, and improving user experience

Active Publication Date: 2022-02-25
TECHVISION INTELLIGENT TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] With the continuous development of artificial intelligence technology, intelligent recognition technology is widely used, such as face recognition, target tracking, product recognition, etc., the main work of most current intelligent recognition strategies is concentrated before recognition, such as the construction of recognition models, The training of the recognition model, the acquisition and processing of the training sample set, etc. lack the verification of the accuracy of the recognition results. Therefore, for some recognition models that rely on the recognition results for training, the wrong recognition results will affect the accuracy of the recognition model. Reduce recognition accuracy

Method used

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  • Dirty data clearing method and device, terminal equipment, and readable storage medium
  • Dirty data clearing method and device, terminal equipment, and readable storage medium
  • Dirty data clearing method and device, terminal equipment, and readable storage medium

Examples

Experimental program
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Embodiment 1

[0065] In this embodiment, a method for clearing dirty data is proposed, which is applied to a terminal device, so that dirty data can be dynamically cleared during image recognition by the terminal device, so as to prevent the dirty data from affecting the accuracy of subsequent recognition.

[0066] Exemplary, see figure 1 , in this embodiment, the method for clearing dirty data includes the following steps S100-S300:

[0067] Step S100, using the recognizer to recognize the current image based on the current sample set to obtain a corresponding target recognition result.

[0068] Before the recognizer recognizes the image, it is generally necessary to manually set a control threshold, which will affect the number of recognized targets in the target recognition result. For example, taking the control threshold as similarity as an example, the larger the control threshold, the similar The higher the degree is, the fewer targets may be identified in the target recognition res...

Embodiment 2

[0134] See Figure 7 , in this embodiment, a dirty data cleaning device 10 is proposed, which includes: an acquisition module 11 , an update module 12 and a cleaning module 13 .

[0135] The acquisition module 11 is used to use the recognizer to identify the current image based on the current sample set to obtain the corresponding target recognition result; the update module 12 is used to update the current image according to the target recognition result, the current linked list and the current hash table. Linked list and the current hash table; a clearing module 13, configured to automatically clear dirty data according to the updated current linked list and the current hash table.

[0136] In this embodiment, the dirty data clearing device 10 is used in conjunction with the acquisition module 11, the update module 12 and the clearing module 13 to implement the dirty data clearing method described in the above-mentioned embodiment, and the implementation schemes invol...

Embodiment 3

[0141] In this embodiment, a terminal device is proposed, including a memory and a processor, the memory stores a computer program, and when the computer program runs on the processor, the dirty data clearing method described in the embodiment of the present application is executed.

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Abstract

The invention discloses a dirty data clearing method and device, terminal equipment, and a readable storage medium. The method comprises the following steps: using a recognizer for recognizing a current image to obtain a corresponding target recognition result; according to the target identification result, a current chain table and a current hash table, updating the current chain table and the current hash table; automatically clearing dirty data according to the updated current chain table and the current hash table. According to the invention, dirty data can be automatically cleared through the respective advantages of a chain table and a hash table with extremely low memory overhead and high response speed, so that the dirty data can be prevented from occupying memory, and by automatically clearing the dirty data, the subsequent recognition precision can be improved, the recognition time can be shortened, and the user experience can be greatly improved.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to a dirty data cleaning method, device, terminal equipment and readable storage medium. Background technique [0002] With the continuous development of artificial intelligence technology, intelligent recognition technology is widely used, such as face recognition, target tracking, commodity recognition, etc., the main work of most current intelligent recognition strategies is concentrated before recognition, such as the construction of recognition models, The training of the recognition model, the acquisition and processing of the training sample set, etc. lack the verification of the accuracy of the recognition results. Therefore, for some recognition models that rely on the recognition results for training, wrong recognition results will affect the accuracy of the recognition model. Reduce the recognition accuracy. Contents of the invention [0003] In...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/215G06F16/22
CPCG06F16/215G06F16/2255
Inventor 刘世荣李晓辉
Owner TECHVISION INTELLIGENT TECH
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