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Electronic device, messy sample sorting method, and computer readable storage medium

An electronic device and sample technology, applied in the field of electronic devices and computer-readable storage media, can solve the problems of affecting the progress of sample training work, time-consuming efficiency, high labor cost, etc., and achieve the effects of high speed, low labor cost and high efficiency

Active Publication Date: 2022-02-01
PING AN TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, when the amount of sample data is huge, reaching tens of thousands or hundreds of thousands, it is extremely time-consuming and inefficient to organize the samples manually, which seriously affects the progress of sample training, and the labor cost is very high

Method used

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  • Electronic device, messy sample sorting method, and computer readable storage medium
  • Electronic device, messy sample sorting method, and computer readable storage medium
  • Electronic device, messy sample sorting method, and computer readable storage medium

Examples

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Embodiment Construction

[0054] The principles and features of the present invention are described below in conjunction with the accompanying drawings, and the examples given are only used to explain the present invention, and are not intended to limit the scope of the present invention.

[0055] Such as figure 1 as shown, figure 1 It is a schematic flowchart of an embodiment of the messy sample sorting method of the present invention.

[0056] In this embodiment, the chaotic sample sorting method includes:

[0057] Step S10, acquiring sample pictures to be sorted, and uniformly adjusting the acquired sample pictures to a preset size;

[0058]First of all, the system obtains sample images to be sorted from the sample library, and the sizes of the obtained sample images may be inconsistent, so first adjust the size of the acquired sample images, and uniformly adjust the size of all sample images to the preset size, for Prepare for subsequent calculations; the preset size should be smaller than the s...

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PUM

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Abstract

The invention discloses an electronic device, a method for sorting out messy samples, and a computer-readable storage medium, wherein the method includes: acquiring sample pictures to be sorted out, and uniformly adjusting the acquired sample pictures to a preset size; Perform local feature extraction on the sample picture to obtain a first feature set; perform PCA dimensionality reduction processing on the local features in the first feature set to obtain a second feature set after dimensionality reduction processing; use a preset type of clustering algorithm The local features in the second feature set are clustered into preset n categories, and all the acquired sample pictures are divided into n categories according to the clustering results of the local features in the second feature set. The technical solution of the invention effectively improves the efficiency of sample sorting, solves the problem that the manual sample sorting takes too long and affects the progress of sample training, and reduces labor costs.

Description

technical field [0001] The invention relates to the field of sample data processing, in particular to an electronic device, a method for sorting out messy samples, and a computer-readable storage medium. Background technique [0002] When using deep learning for image sample data training, a large amount of sample data is required. At present, the industry generally uses manual sorting and classification of sample data. However, when the amount of sample data is huge, reaching tens of thousands or hundreds of thousands, manually sorting the samples is extremely time-consuming and inefficient, seriously affecting the progress of sample training, and the labor cost is very high. Contents of the invention [0003] The invention provides an electronic device, a method for sorting out messy samples and a computer-readable storage medium, aiming at reducing the time-consuming of sorting out sample data and improving the sorting efficiency. [0004] In order to achieve the above...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06V10/32G06V10/44G06V10/764G06K9/62
CPCG06V10/32G06V10/44G06F18/24
Inventor 陈林
Owner PING AN TECH (SHENZHEN) CO LTD
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