WO2019095884A1 - Procédé de vente en libre-service basé sur une technologie de reconnaissance d'image, appareil, dispositif électronique et support de stockage informatique - Google Patents

Procédé de vente en libre-service basé sur une technologie de reconnaissance d'image, appareil, dispositif électronique et support de stockage informatique Download PDF

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Publication number
WO2019095884A1
WO2019095884A1 PCT/CN2018/109160 CN2018109160W WO2019095884A1 WO 2019095884 A1 WO2019095884 A1 WO 2019095884A1 CN 2018109160 W CN2018109160 W CN 2018109160W WO 2019095884 A1 WO2019095884 A1 WO 2019095884A1
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WO
WIPO (PCT)
Prior art keywords
user
information
account
image recognition
recognition technology
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PCT/CN2018/109160
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English (en)
Chinese (zh)
Inventor
斯科特·马修·罗伯特
黄鼎隆
傅恺
Original Assignee
深圳码隆科技有限公司
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Application filed by 深圳码隆科技有限公司 filed Critical 深圳码隆科技有限公司
Publication of WO2019095884A1 publication Critical patent/WO2019095884A1/fr

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q20/00—Payment architectures, schemes or protocols
    • G06Q20/08—Payment architectures
    • G06Q20/20—Point-of-sale [POS] network systems
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q20/00—Payment architectures, schemes or protocols
    • G06Q20/08—Payment architectures
    • G06Q20/20—Point-of-sale [POS] network systems
    • G06Q20/201—Price look-up processing, e.g. updating
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/06—Buying, selling or leasing transactions

Definitions

  • the method further includes:
  • the identifier comprises: a character string, a two-dimensional code, and a barcode.
  • the sales situation is sent to the manager's mobile terminal for viewing by the management system.
  • a generating module configured to: when detecting that a user who has an account associated with is in a preset detection area, photographing the selected item of the user to generate a captured picture;
  • An association module configured to receive an association request of the user, where the association request includes account information and a user-defined identifier
  • the embodiment of the present application further provides a computer storage medium having stored thereon a computer program, the computer executing the steps of the method of any of the above first aspects when the computer program runs.
  • the embodiment of the present application proposes an unattended method, device, electronic device and computer storage medium based on image recognition technology, which is applied to an unmanned vending system, wherein the method includes: when it is detected that it is associated When the user having the account is in the preset detection area, the user selected the product is photographed to generate a captured picture; the captured picture is identified by a neural network to determine information of the selected item of the user; The information includes the amount information; the account is paid by the account associated with the user; wherein the amount to be paid is obtained based on the amount in the amount information of each selected item.
  • the automated way of unmanned goods is realized, which greatly improves the efficiency, reduces the labor cost, and facilitates the smooth circulation of the flow of people, thereby improving the user experience.
  • FIG. 4 is a schematic diagram of an electronic device according to an embodiment of the present application.
  • the expression “or” or “at least one of A or / and B” includes any or all combinations of the simultaneously listed characters.
  • the expression “A or B” or “at least one of A or / and B” may include A, may include B, or may include both A and B.
  • the term "user” as used in various embodiments of the present disclosure may indicate a person using an electronic device or a device using an electronic device (eg, an artificial intelligence electronic device).
  • Step 101 When detecting that the user who has been associated with the account is in the preset detection area, shooting the selected item of the user to generate a captured picture;
  • the neural network is obtained by training a picture of the item in the place of sale.
  • the neural network may be a RNN neural network (RNN, Recurrent Neural Network), a CNN neural network (CNN, Convolutional Neural Network), and an LSTM network (LSTM, Long Short-Term Memory). Network) and so on. This application does not specifically limit it.
  • the user when the user enters the supermarket, the user needs to associate the account, and after the subsequent purchase is completed, when the selected product is identified through the neural network, the amount to be paid and the information of the user are determined (may be a string, two Dimension code or barcode, etc., and deduct the amount to be paid from the account associated with the user.
  • the method further includes: performing an amount calculation on the information of the item selected by the user, The amount to be paid is obtained.
  • the method further includes:
  • the data input by the user is specifically related to the account provided by the user when the account is associated, and may be an identifier, such as a character string, a two-dimensional code, a barcode, etc., Make restrictions.
  • the user is set as a user who has an account associated with;
  • the associated account may be a bank card account, an Alipay account, a WeChat account, etc., as long as the payment can be realized, and is not limited to these specific methods, and the associated process is the process of authorizing the payment. .
  • the method further includes:
  • the association request includes account information and a user-defined identifier
  • the association relationship is stored.
  • the method further includes:
  • the generating module 201 is configured to: when detecting that the user who has associated the account is in the preset detection area, photographing the selected item of the user, and generating a captured picture;
  • the identification module 202 is configured to identify the captured picture by using a neural network to determine information of the item selected by the user; wherein the information includes amount information;
  • the method further includes:
  • An association module configured to receive an association request of the user, where the association request includes account information and a user-defined identifier
  • the method further includes:
  • the electronic device includes: a processor 300, a memory 301, a bus 302, and a communication interface 303.
  • the processor 300, the communication interface 303, and the memory 301 are connected by a bus 302.
  • the processor 300 is configured to execute an executable module, such as a computer program, stored in the memory 301.
  • the steps of the method as described in the method embodiments are implemented when the processor executes the extremes and programs.
  • the process C is to pay the amount to be paid by the account associated with the user; wherein the amount to be paid is obtained based on the amount in the amount information of each selected item.
  • the computer program is further configured to perform the following processes:
  • the neural network is obtained by training a picture of the item in the place of sale.
  • the computer program is further configured to perform the following processes:
  • the sales situation is sent to the manager's mobile terminal for viewing by the management system.
  • the unattended method, device, electronic device and computer storage medium based on image recognition technology provided by the embodiments of the present application realize an automated manner for unmanned sales, greatly improving efficiency, reducing labor cost, and facilitating The smooth flow of people's flow further enhances the user experience.

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  • Business, Economics & Management (AREA)
  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • General Physics & Mathematics (AREA)
  • Strategic Management (AREA)
  • Physics & Mathematics (AREA)
  • General Business, Economics & Management (AREA)
  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Economics (AREA)
  • Marketing (AREA)
  • Development Economics (AREA)
  • Image Analysis (AREA)

Abstract

La présente invention concerne, selon des modes de réalisation, un procédé de vente en libre-service basé sur une technologie de reconnaissance d'image, un appareil, un dispositif électronique et un support de stockage informatique, appliqués à un système de vente en libre-service. Ledit procédé comprend les étapes consistant : lorsqu'il est détecté qu'un utilisateur associé à un compte est situé dans une zone de détection prédéfinie, à photographier une marchandise sélectionnée par l'utilisateur, de manière à générer une image ; à reconnaître l'image au moyen d'un réseau neuronal, de façon à déterminer des informations concernant la marchandise sélectionnée par l'utilisateur, les informations comprenant des informations de prix ; et à utiliser le compte associé à l'utilisateur pour payer la facture à payer, la facture à payer étant obtenue par l'intégration des prix dans les informations de prix des marchandises sélectionnés.De cette manière, la vente en libre-service est réalisée de manière automatisée, ce qui permet d'améliorer l'efficacité, de réduire le coût de main-d'œuvre, de faciliter un flux plus rapide de personnes, et d'améliorer davantage l'expérience de l'utilisateur.
PCT/CN2018/109160 2017-11-15 2018-09-30 Procédé de vente en libre-service basé sur une technologie de reconnaissance d'image, appareil, dispositif électronique et support de stockage informatique WO2019095884A1 (fr)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201711127155.1 2017-11-15
CN201711127155.1A CN107944859A (zh) 2017-11-15 2017-11-15 一种基于图像识别技术的无人售货方法和设备

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WO2019095884A1 true WO2019095884A1 (fr) 2019-05-23

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CN107944859A (zh) * 2017-11-15 2018-04-20 深圳码隆科技有限公司 一种基于图像识别技术的无人售货方法和设备
CN108596137A (zh) * 2018-05-02 2018-09-28 济南浪潮高新科技投资发展有限公司 一种基于图像识别算法的商品扫描录入方法
CN108921645B (zh) * 2018-06-07 2021-07-13 深圳码隆科技有限公司 一种商品购买判定方法、装置和用户终端
CN108806133A (zh) * 2018-06-08 2018-11-13 准动网络科技(厦门)有限公司 自助收银方法及系统
CN109003155A (zh) * 2018-06-19 2018-12-14 杭州创匠信息科技有限公司 无人售货系统和方法
CN108647671B (zh) * 2018-06-28 2023-12-22 武汉市哈哈便利科技有限公司 一种光学标识视觉识别方法及基于该方法的无人售货柜
CN109034980B (zh) * 2018-08-23 2021-12-28 深圳码隆科技有限公司 一种搭配商品推荐方法、装置和用户终端
CN109190706A (zh) * 2018-09-06 2019-01-11 深圳码隆科技有限公司 无人售货方法、装置及系统
CN109146500A (zh) * 2018-09-10 2019-01-04 深圳市宇墨科技有限公司 无人超市支付方法及相关装置
CN109191682A (zh) * 2018-11-16 2019-01-11 广州批霸电子商务有限公司 一种基于人工智能技术的无人售货机及其方法
CN109767559A (zh) * 2019-01-21 2019-05-17 深圳市智莱科技股份有限公司 自动售卖设备的货道定义的方法
WO2021072699A1 (fr) * 2019-10-17 2021-04-22 Shenzhen Malong Technologies Co., Ltd. Détection de balayage irrégulier pour systèmes de vente au détail
CN110136326A (zh) * 2019-04-24 2019-08-16 深兰科技（上海）有限公司 一种售货柜控制方法及装置

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