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Order generation method for synchronously identifying commodities in same area from different visual angles and intelligent vending machine

A technology of the same area and product, applied in the field of image processing, can solve problems such as abnormal orders, poor user experience, cumbersome operations, etc., to prevent abnormal orders, improve detection accuracy and user experience.

Active Publication Date: 2021-11-30
武汉星巡智能科技有限公司 +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In view of this, the embodiment of the present invention provides an order generation method and a smart vending machine for synchronously identifying products in the same area from different perspectives, so as to solve the user experience effect caused by cumbersome operations or abnormal orders in the existing smart vending machines. bad technical problem

Method used

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  • Order generation method for synchronously identifying commodities in same area from different visual angles and intelligent vending machine
  • Order generation method for synchronously identifying commodities in same area from different visual angles and intelligent vending machine
  • Order generation method for synchronously identifying commodities in same area from different visual angles and intelligent vending machine

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Experimental program
Comparison scheme
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Embodiment 1

[0060] The existing full-door intelligent vending machine has the advantages of traditional vending machines, which is convenient for purchasing multiple items at one time and changing items multiple times during one shopping. At the same time, it can quickly generate orders when users complete a complicated shopping process, and quickly settle through independent settlement methods , compared with the existing one-time scan code that can only purchase one product, and cannot be re-selected after purchase, the full-door smart vending machine has the advantages of simple operation and stronger shopping options for users; however, because the full-door smart vending machine During a single shopping, the user can purchase multiple items, and at the same time put the items on and off the shelves multiple times. Due to the occlusion problem, during the process of loading or unloading a large number of items, due to the different occlusion positions, the front and back of the same ite...

Embodiment 2

[0142] Embodiment 2 of the present invention is based on the method of Embodiment 1, and also provides an order generation device for synchronously recognizing commodities in the same area from different angles of view. Please refer to Figure 7 ,include:

[0143] Video capture module: used to acquire the first video data obtained by collecting the product area from the first viewing angle and the second video data obtained from collecting the product area from the second viewing angle different from the first viewing angle;

[0144] Target detection module: used for detecting each frame image of the first video data and the second video data by using the target detection model, and generating the first commodity information corresponding to the first video data and the first commodity information corresponding to the Second commodity information corresponding to the second video data;

[0145] Order generation module: used to compare the first commodity information and the s...

Embodiment 3

[0149] The present invention provides an automatic settlement system for intelligent vending machines, please refer to Figure 8 , the automatic settlement system includes an intelligent vending machine, a mobile terminal and a server, and the automatic settlement system can adopt the automatic shopping method described in the above-mentioned embodiments. The user identifies the identification code on the smart vending machine through the mobile terminal, the server establishes the user's shopping event, and the cameras with different viewing angles start to collect shopping videos or the cameras start to collect shopping videos after the door of the smart vending machine is opened or the user enters the camera within the preset range Start collecting shopping videos. When the user leaves the preset shopping range or the cabinet door of the smart vending machine is closed, the camera stops collecting shopping videos and transmits the shopping videos to the server. The server ge...

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Abstract

The invention belongs to the technical field of image processing, and provides an order generation method for synchronously identifying commodities in the same area at different visual angles and an intelligent vending machine in order to solve the technical problem of poor user experience effect caused by tedious operation or abnormal orders of the intelligent vending machine in the prior art. The method comprises the following steps: respectively acquiring first video data and second video data of a commodity area from a first view angle direction and a second view angle direction; respectively detecting each frame of image of the first video data and the second video data by using a target detection model, and generating first commodity information corresponding to the first video data and second commodity information corresponding to the second video data; and comparing the first commodity information with the second commodity information, and generating a commodity order of the current shopping commodity. The invention further comprises a device for executing the method and the intelligent vending machine. According to the invention, shopping videos can be obtained from different perspectives, so that the detection accuracy is prevented from being affected by sheltering of commodities, and abnormal orders are prevented from being generated.

Description

technical field [0001] The present invention relates to the technical field of image processing, in particular to an order generation method and an intelligent vending machine for synchronously recognizing products in the same area with different viewing angles. Background technique [0002] With the continuous development of artificial intelligence technology, the way of retail sales has also undergone tremendous changes. Among them, smart vending machines have been found in various places in the city, including stations, shopping malls, tourist attractions or department stores. Such smart vending machines, smart vending machines do not need special guards, users automatically place orders, and check out when shopping, which greatly traverses the shopping needs of users in special scenarios. [0003] However, existing smart vending machines include full-door smart vending machines and smart vending machines that place orders through buttons. Among them, the user of the full...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/20G07F11/00
CPCG07F11/00
Inventor 陈俏锋黄超群张杰束学璋张元熙郭家龙邱俊波王浩
Owner 武汉星巡智能科技有限公司