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Data processing method and device and computer readable storage medium

A data processing and data technology, applied in the field of data processing, can solve problems such as low robustness, poor generalization, and no solution proposed, and achieve the effect of improving robustness

Inactive Publication Date: 2022-07-22
ALIBABA DAMO (HANGZHOU) TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Although the method for classifying based on view feature data in the related art can solve the classification problem, the method for classifying based on the view feature data in the related art has poor robustness, poor scalability, and poor generalization
That is, in the related art, there is a problem of low robustness when classifying target objects
[0003] For the above problems, no effective solution has been proposed

Method used

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  • Data processing method and device and computer readable storage medium
  • Data processing method and device and computer readable storage medium
  • Data processing method and device and computer readable storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0041] According to an embodiment of the present invention, an embodiment of a method for data processing is also provided. It should be noted that the steps shown in the flowchart of the accompanying drawings may be executed in a computer system such as a set of computer-executable instructions, and, Although a logical order is shown in the flowcharts, in some cases steps shown or described may be performed in an order different from that herein.

[0042] The method embodiment provided in Embodiment 1 of the present application may be executed in a mobile terminal, a computer terminal, or a similar computing device. figure 1 A hardware structure block diagram of a computer terminal for implementing the data processing method is shown. like figure 1 As shown, the computer terminal 10 may include one or more processors (102a, 102b, . means), memory 104 for storing data, and transmission means for communication functions. In addition, may also include: display, input / output i...

Embodiment 2

[0155] According to an embodiment of the present invention, an apparatus for implementing the above data processing method is also provided, Figure 7 is a frame diagram of another optional data processing apparatus according to an embodiment of the present invention, such as Figure 7 As shown, the apparatus includes: an acquisition module 702 , an extraction module 704 , a first determination module 706 and a second determination module 708 . They are described below.

[0156] The acquisition module 702 is used to acquire the data of the target object in the first data source; the extraction module 704 is connected to the above-mentioned acquisition module 702 and is used to extract a plurality of first target features of the target object based on the data in the first data source The first determination module 706, connected to the above-mentioned extraction module 704, is used to determine a plurality of first initial probabilities that the target object belongs to a pre...

Embodiment 3

[0159] Embodiments of the present invention may provide a computer terminal, and the computer terminal may be any computer terminal device in a computer terminal group. Optionally, in this embodiment, the above-mentioned computer terminal may also be replaced by a terminal device such as a mobile terminal.

[0160] Optionally, in this embodiment, the above-mentioned computer terminal may be located in at least one network device among multiple network devices of a computer network.

[0161] In this embodiment, the above-mentioned computer terminal can execute the program code of the following steps in the data processing method of the application program: acquiring the data of the target image in the first data source; a plurality of first target features; based on the plurality of first target features, respectively, determine a plurality of first initial probabilities that the target image belongs to a predetermined type; based on the plurality of first initial probabilities...

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PUM

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Abstract

The invention discloses a data processing method and device and a computer readable storage medium. The method comprises the following steps: acquiring data of a target image in a first data source; extracting a plurality of first target features of the target image based on data in the first data source; based on the plurality of first target features, determining a plurality of first initial probabilities that the target image belongs to a predetermined type; and determining a first target probability that the target image belongs to a predetermined type based on the plurality of first initial probabilities, and determining a classification result of the target image based on the first target probability. According to the image classification method provided by the invention, the technical problem of low robustness when the target image is classified in related technologies is solved, and the image classification method can also be applied to the field of virtual reality by rendering the classification result to AR / VR display equipment.

Description

technical field [0001] The present invention relates to the field of data processing, and in particular, to a data processing method, device and computer-readable storage medium. Background technique [0002] In the related art, view data may also be commonly referred to as view feature data, and the classification problem can be solved through view data analysis. For example, the classification problem under different visual feature types can be solved through view feature data, the classification problem of users under different behavior feature types can be solved through view feature data, and so on. Although the method for classifying based on view feature data in the related art can solve the classification problem, the method for classifying based on view feature data in the related art has poor robustness, poor scalability, and poor generalization. That is, in the related art, there is a problem of low robustness when classifying a target object. [0003] For the a...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06V10/774G06V10/80G06V10/764G06K9/62
CPCG06F18/24155G06F18/25G06F18/214
Inventor 刘俊龙沈旭黄建强
Owner ALIBABA DAMO (HANGZHOU) TECH CO LTD