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Image detection method, device, electronic device and computer readable medium

An image detection and image technology, applied in the computer field, can solve the problems of low accuracy, high item settlement error rate, low item detection accuracy, etc., and achieve the effect of reducing the error rate, reducing the error rate and improving the accuracy.

Active Publication Date: 2021-05-25
BEIJING MISSFRESH ECOMMERCE CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] First, it is impossible to detect the items obtained by users from multiple angles, resulting in low accuracy of the detection results of the items, resulting in a high error rate of item settlement;
[0005] Second, the traditional radio frequency identification technology does not comprehensively consider the relationship between the various information included in the image when performing item detection, which in turn makes the accuracy of item detection low and further causes the error rate of item settlement to be high

Method used

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  • Image detection method, device, electronic device and computer readable medium
  • Image detection method, device, electronic device and computer readable medium
  • Image detection method, device, electronic device and computer readable medium

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Embodiment Construction

[0024] Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although certain embodiments of the disclosure are shown in the drawings, it should be understood that the disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein. Rather, these examples are provided so that the understanding of this disclosure will be thorough and complete. It should be understood that the drawings and embodiments of the present disclosure are for exemplary purposes only, and are not intended to limit the protection scope of the present disclosure.

[0025] It should also be noted that, for the convenience of description, only the parts related to the related invention are shown in the drawings. In the case of no conflict, the embodiments in the present disclosure and the features in the embodiments can be combined with each other.

[0026] It should be noted that conc...

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Abstract

Embodiments of the present disclosure disclose an image detection method, device, electronic equipment, and computer-readable medium. A specific implementation of the method includes: acquiring a first item image and a second item image of the item to be detected; performing image feature extraction processing on the first item image and the second item image respectively to obtain the first item image vector and The second item image vector; the above-mentioned first item image vector and the above-mentioned second item image vector are fused to generate a fusion vector; the above-mentioned fusion vector is input into a pre-trained image detection model to obtain an image detection result; the above-mentioned image The detection result is sent to the settlement device with display function and storage function for settlement processing. This embodiment realizes the detection of the items acquired by the user from multiple angles, and improves the accuracy of the detection results of the items. Thus, the error rate of item settlement is reduced.

Description

technical field [0001] The embodiments of the present disclosure relate to the field of computer technology, and in particular to an image detection method, device, electronic equipment, and computer-readable medium. Background technique [0002] With the development of Internet technology, more and more automatic vending cabinets appear. When users obtain items through the vending cabinet, the vending cabinet usually uses traditional RFID (Radio Frequency Identification, radio frequency identification) technology to detect the items obtained by the user, and perform settlement processing according to the detection results. [0003] However, the following technical problems usually exist in the above-mentioned detection method: [0004] First, it is impossible to detect the items obtained by users from multiple angles, resulting in low accuracy of the detection results of the items, resulting in a high error rate of item settlement; [0005] Second, the traditional radio f...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/62G06N3/04G06N3/08
CPCG06N3/08G06N3/044G06N3/045G06F18/253G06F18/214
Inventor 王涛
Owner BEIJING MISSFRESH ECOMMERCE CO LTD