CN108985861A - A kind of shopping clearing control method and device based on open shopping environment - Google Patents
A kind of shopping clearing control method and device based on open shopping environment Download PDFInfo
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- CN108985861A CN108985861A CN201810964579.1A CN201810964579A CN108985861A CN 108985861 A CN108985861 A CN 108985861A CN 201810964579 A CN201810964579 A CN 201810964579A CN 108985861 A CN108985861 A CN 108985861A
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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
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0201—Market modelling; Market analysis; Collecting market data
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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
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0201—Market modelling; Market analysis; Collecting market data
- G06Q30/0202—Market predictions or forecasting for commercial activities
-
- 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
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0241—Advertisements
- G06Q30/0251—Targeted advertisements
- G06Q30/0269—Targeted advertisements based on user profile or attribute
- G06Q30/0271—Personalized advertisement
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07F—COIN-FREED OR LIKE APPARATUS
- G07F9/00—Details other than those peculiar to special kinds or types of apparatus
- G07F9/002—Vending machines being part of a centrally controlled network of vending machines
Abstract
The present invention provides a kind of shopping clearing control method and device based on open shopping environment, the method comprise the steps that acquisition and personalized advertisement media data, and personalized advertisement media data is played out by display screen；Open cabinet door；Acquisition display control image；Shopping END instruction is received, shopping list is obtained and acquires shopping movement images；Display control image is compared with shopping movement images, the shopping list is verified according to comparison result and generates payment information if comparison result is consistent；It receives clearing and completes information, and update inventory record.The present invention is realized according to the corresponding personalized advertisement of client playing, by the shopping list for confirming and verifying user, carry out the clearing for shopping list, substantially increase the accuracy of clearing, human cost is reduced, settlement time is shortened, settlement efficiency is high, shopping process is simple, improves user experience.
Description
Technical field
The present invention relates to image identification technical fields, more specifically to a kind of purchase based on open shopping environment
Object settles accounts control method and device.
Background technique
Substance circulating is the most basic element of human society.Retail trade is directly facing the open of consumer's sale
The important means that relevant industries (hereinafter referred to as retail trade or retailer) circulate as material present needs to employ a large amount of
Cashier realize the dealing work of commodity, cashier piecemeal counts consumer's purchase, count
After the completion, it completes to pay jointly with consumer.
And automatic selling counter, then it solves the artificial defect for counting and manually settling accounts of retail trade, is a kind of towards disappearing
The self-service of expense person, Automatic-settlement sell mode.The product of the selected commodity of user can be counted by the selection of user
Kind type and total value complete payment process so that user settles accounts.But current automatic selling counter can only carry out according to
The selection at family, automatic shipment Automatic-settlement can not realize the row of the shopping for user in open retail shopping environments
Accurately to be identified with acquired progress, to realize clearing.
It, can only be by the commodity manually bought for consumer in short, at present in existing open shopping environment
It carries out inspection piece by piece, statistics and total price to calculate, expends a large amount of human costs, the long low efficiency of settlement time, poor accuracy, and
Poor user experience.
Summary of the invention
In view of this, the present invention provide it is a kind of based on open shopping environment shopping clearing control method and device to solve
Certainly the deficiencies in the prior art.
To solve the above problems, the present invention provides a kind of shopping clearing control method based on open shopping environment, packet
It includes: after user is confirmed to be trusted certificate user by certification, obtaining the consumption propensity information of the user；Based on default
Advertising media library obtains personalized advertisement media data corresponding with the consumption propensity information of the user, and by certainly
The display screen of dynamic vending machine plays out the personalized advertisement media data；Cabinet door open command is received, and according to described
Cabinet door open command opens the cabinet door of the automatic vending machine；Acquire the commodity display of each product display zone in automatic vending machine
Image, as display compare image；The shopping END instruction for closing the cabinet door triggering is received, taking for the user is obtained
The shopping list generated after commodity, and acquire the shopping movement images of the commodity display of each product display zone after user does shopping；
Display control image is compared with the shopping movement images, the shopping list is verified according to comparison result, if
The shopping list is consistent with the comparison result, then generates the payment information based on the shopping list；Receive user's root
It completes to pay clearing completion information generated according to the payment information, and the automatic vending is updated according to the shopping list
The inventory record of machine.
Preferably, described " to receive user to be completed to pay clearing completion information generated, and root according to the payment information
The inventory record of the automatic vending machine is updated according to the shopping list " after, further includes: it obtains every in the inventory record
The range of goods of a commodity and preset amounts of products corresponding with the range of goods；If there are current quotient in the inventory record
Product quantity is less than the range of goods of default commodity amount threshold value, then the inventory that replenishes is generated according to the range of goods, in order to send out
It send the prompt based on the inventory that replenishes and is replenished according to the inventory that replenishes.
Preferably, described " after user is confirmed to be trusted certificate user by certification, to obtain the consumption of the user
Before trend information ", further includes: acquire the authentication image of user；By user's identification model trained in advance to the certification
Image is identified, identification information is obtained；The identification information is matched with the user information in customer data base；If institute
The user information for existing in customer data base and matching with the identification information is stated, then determines the user for trusted certificate use
Family.
Preferably, described " after user is confirmed to be trusted certificate user by certification, to obtain the consumption of the user
Trend information " includes: to be perceived and used by the first infrared sensor after user is confirmed to be trusted certificate user by certification
The position at family, and prompt the user to enter whole body images pickup area by voice module；If the user enters institute
Whole body images pickup area is stated, then acquires the whole body images of the user；Pass through customer consumption characteristic model pair trained in advance
The whole body images are identified, user's external feature in the whole body images is extracted；Based on consumption propensity database, according to
User's external feature obtains consumption propensity letter corresponding with user's external feature in the consumption propensity database
Breath.
Preferably, described " image of the commodity display of each product display zone in automatic vending machine to be acquired, as display pair
According to image " after, further includes: image is compareed to the display by commodity identification model trained in advance and is identified, is obtained
Commodity display information in each product display zone；The commodity display information includes the commodity in each product display zone
Kind and commodity amount corresponding with the range of goods；It controls the display screen and shows each of institute's product display zone information
The displaying image of the range of goods of product display zone, and commodity amount corresponding with the range of goods, in order to the use
Family is according to the display diagram as being chosen with the commodity amount.
Preferably, described " to receive the shopping END instruction for closing the cabinet door triggering, obtain the commodity of taking of the user
The shopping list generated afterwards, and acquire the shopping movement images of the commodity display of each product display zone after user does shopping " before,
Further include: it is corresponding with the product display zone by the product display zone current shopping items triggering of taking to receive the user
Gravity sensor and the weight change signal generated；According to the weight change signal, acquire the user take it is described current
The continuous shooting shopping image of shopping items；To the current shopping items taken of user described in continuous shooting shopping image into
Row identification generates the shopping list according to recognition result.
Preferably, described " to receive cabinet door open command, and the automatic vending machine is opened according to the cabinet door open command
Cabinet door " after, further includes: if current time reaches preset time range, open the general ambient light in the automatic vending machine
LED light, in order to which the user does shopping in the illumination zone of the general ambient light LED light in preset time range.
In addition, to solve the above problems, the present invention also provides a kind of, control is settled accounts in the shopping based on open shopping environment
Device, comprising: obtain module, opening module, acquisition module, comparison module and settlement module；The acquisition module, for
After family is confirmed to be trusted certificate user by certification, the consumption propensity information of the user is obtained；The acquisition module, also
For obtaining personalized advertisement media number corresponding with the consumption propensity information of the user based on default advertising media library
According to, and the personalized advertisement media data is played out by the display screen of automatic vending machine；The opening module, is used for
Cabinet door open command is received, and opens the cabinet door of the automatic vending machine according to the cabinet door open command；The acquisition module,
For acquiring the image of the commodity display of each product display zone in automatic vending machine, image is compareed as display；The acquisition
Module is also used to receive the shopping END instruction for closing cabinet door triggering, obtains and generates after the commodity of taking of the user
Shopping list, and acquire the shopping movement images of the commodity display of each product display zone after user does shopping；The comparison module,
It is clear according to the comparison result verifying shopping for display control image to be compared with the shopping movement images
It is single, if the shopping list is consistent with the comparison result, generate the payment information based on the shopping list；The knot
Module is calculated, is completed to pay clearing completion information generated according to the payment information for receiving user, and according to the purchase
Object inventory updates the inventory record of the automatic vending machine.
In addition, to solve the above problems, the present invention also provides a kind of user terminal, including memory and processor, institute
It states memory and is used to store the shopping clearing control program based on open shopping environment, the processor operation is described to be based on opening
The shopping clearing control program of formula shopping environment is put so that user terminal execution is as described above based on open shopping ring
Control method is settled accounts in the shopping in border.
In addition, to solve the above problems, the present invention also provides a kind of computer readable storage medium, it is described computer-readable
The shopping clearing control program based on open shopping environment is stored on storage medium, it is described based on open shopping environment
Shopping clearing control program realizes the shopping clearing control as described above based on open shopping environment when being executed by processor
Method.
A kind of shopping clearing control method and device based on open shopping environment provided by the invention.Wherein, this hair
Method provided by bright is by playing corresponding personalized advertisement media data according to the consumption propensity information of user, and in cabinet
Door opens front and back acquisition display control image and shopping movement images, by comparing the correctness of confirmation shopping list, and generates
Payment information completes payment, and then updates inventory record according to shopping list in order to replenish.Provided base through the invention
Control method is settled accounts in the shopping of open shopping environment, is realized in open shopping environment, according to the consumption of client
Trend information plays corresponding personalized advertisement, by the way that the shopping list of user is confirmed and verified using image recognition technology, into
And the clearing for shopping list are carried out, image recognition technology provides multiple guarantor to ultimately generate more accurate statement of account
Barrier, substantially increases the accuracy of clearing, reduces human cost, shortens settlement time, and settlement efficiency is high, shopping process letter
It is single, improve user experience.
Detailed description of the invention
Fig. 1 is that the present invention is based on the hardware fortune that the shopping clearing control method example scheme of open shopping environment is related to
The structural schematic diagram of row environment；
Fig. 2 is the process signal of the shopping clearing control method first embodiment the present invention is based on open shopping environment
Figure；
Fig. 3 is the process signal of the shopping clearing control method second embodiment the present invention is based on open shopping environment
Figure；
Fig. 4 is the process signal of the shopping clearing control method 3rd embodiment the present invention is based on open shopping environment
Figure；
Fig. 5 is the process signal of the shopping clearing control method fourth embodiment the present invention is based on open shopping environment
Figure；
Fig. 6 is the process signal of shopping clearing the 5th embodiment of control method the present invention is based on open shopping environment
Figure；
Fig. 7 is the process signal of the shopping clearing control method sixth embodiment the present invention is based on open shopping environment
Figure；
Fig. 8 is the process signal of shopping clearing the 7th embodiment of control method the present invention is based on open shopping environment
Figure；
Fig. 9 is another the implementing of shopping clearing the 7th embodiment of control method the present invention is based on open shopping environment
The flow diagram of mode；
Figure 10 is the functional block diagram of the shopping clearing control device the present invention is based on open shopping environment.
The embodiments will be further described with reference to the accompanying drawings for the realization, the function and the advantages of the object of the present invention.
Specific embodiment
The embodiment of the present invention is described below in detail, in which the same or similar labels are throughly indicated same or like
Element or element with the same or similar functions.
In addition, term " first ", " second " are used for descriptive purposes only and cannot be understood as indicating or suggesting relative importance
Or implicitly indicate the quantity of indicated technical characteristic.Define " first " as a result, the feature of " second " can be expressed or
Implicitly include one or more of the features.In the description of the present invention, the meaning of " plurality " is two or more,
Unless otherwise specifically defined.
In the present invention unless specifically defined or limited otherwise, term " installation ", " connected ", " connection ", " fixation " etc.
Term shall be understood in a broad sense, for example, it may be being fixedly connected, may be a detachable connection, or integral；It can be mechanical connect
It connects, is also possible to be electrically connected；It can be directly connected, can also can be in two elements indirectly connected through an intermediary
The interaction relationship of the connection in portion or two elements.It for the ordinary skill in the art, can be according to specific feelings
Condition understands the concrete meaning of above-mentioned term in the present invention.
It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not intended to limit the present invention.
As shown in Figure 1, Fig. 1 is the structural schematic diagram of the hardware running environment for the terminal that the embodiment of the present invention is related to.
The PC being set in automatic counter machine that the terminal of that embodiment of the invention can be is also possible to smart phone, plate electricity
The packaged types terminal devices such as brain, E-book reader, MP3 player, MP4 player, portable computer.In addition it is also possible to
The computer hardware device being had by automatic counter machine itself.
As shown in Figure 1, the terminal may include: processor 1001, such as CPU, network interface 1004, user interface
1003, memory 1005, communication bus 1002.Wherein, communication bus 1002 is for realizing the connection communication between these components.
User interface 1003 may include display screen, input unit such as keyboard, remote controler, and optional user interface 1003 can also include
Standard wireline interface and wireless interface.Network interface 1004 optionally may include standard wireline interface and wireless interface (such as
WI-FI interface).Memory 1005 can be high speed RAM memory, be also possible to stable memory, such as magnetic disk storage.
Memory 1005 optionally can also be the storage device independently of aforementioned processor 1001.In addition, terminal further includes that image is adopted
Collect equipment 1006, is specifically as follows camera, camera etc..Described image acquire equipment 1006 by communication bus 1002 with it is described
Processor 1001 connects.In addition, terminal further includes gravity sensor 1007.The gravity sensor by communication bus 1002 with
The processor 1001 connects.Optionally, terminal can also include RF (Radio Frequency, radio frequency) circuit, audio-frequency electric
Road, WiFi module etc..In addition, mobile terminal can also configure gyroscope, barometer, hygrometer, thermometer, infrared sensor
Etc. other sensors, details are not described herein.
It will be understood by those skilled in the art that the restriction of the not structure paired terminal of terminal shown in Fig. 1, may include ratio
More or fewer components are illustrated, certain components or different component layouts are perhaps combined.
As shown in Figure 1, as may include operating system, number in a kind of memory 1005 of computer readable storage medium
According to interface control program, network attachment procedure and based on open shopping environment shopping clearing control program.
A kind of shopping clearing control method and device based on open shopping environment provided by the invention.Wherein, described
Method realizes in open shopping environment, plays corresponding personalized advertisement according to the consumption propensity information of client, leads to
The shopping list that user is confirmed and verified using image recognition technology is crossed, and then carries out the clearing for shopping list, image is known
Other technology provides multi-ensuring to ultimately generate more accurate statement of account, substantially increases the accuracy of clearing, reduces
Human cost shortens settlement time, and settlement efficiency is high, and shopping process is simple, improve user experience.
Embodiment 1: referring to Fig. 2, first embodiment of the invention provides a kind of shopping clearing based on open shopping environment
Control method, comprising:
Step S10 obtains the consumption propensity of the user after user is confirmed to be trusted certificate user by certification
Information；
It is above-mentioned, method provided by the present embodiment be applied to automatic vending machine, or with open shopping environment from
In dynamic scene of selling goods, for example, after opening cabinet door, user, which can enter, wherein carries out free quotient in open automatic vending machine
Product are settled accounts after closing cabinet door.
Above-mentioned, trusted certificate user can be the trusted users having logged on, which can have history purchase note
Record, or associated bank payment information has been bound, the user for paying operation of withholing in real time can be carried out.
Above-mentioned, confirmation user is that trusted certificate user specifically can be by user for the verification process for user
Personal information login, to determine the uniqueness of user, so as to transfer interlock account corresponding with the user.
Above-mentioned, the consumption propensity information of user is preset corresponding with feature of user itself with certain purchase
The type of merchandize range of tendency.For example, old user, corresponding consumption propensity information can be health care product, tealeaves, articles of raising flowers
Etc.；Middle aged user can be Automobile Products, briefcase, perfume etc.；Female user can be gynaecology's product, woman article
Etc.；Black people, brown race then exclude sun-proof articles；Sportswear user, consumption propensity information may include sports drink, egg
White powder, increasing flesh powder etc..
It is above-mentioned, included in the personal information that consumption propensity information can fill in for user when authenticating or registering for the first time
The content of individual propensities' consumption, or when user does shopping, by image recognition technology to the external feature of user
The consumption propensity information for being identified, obtained feature, and being got according to feature.
Step S20 obtains individual character corresponding with the consumption propensity information of the user based on default advertising media library
Change advertising media data, and the personalized advertisement media data is played out by the display screen of automatic vending machine；
Above-mentioned, it includes consumption propensity information and personalized advertisement media data pair that default advertising media library, which is preset,
The database that should be related to.For example, including articles for babies, health treatment, tea articl in consumption propensity information, then by default
In advertising media library, the number such as corresponding articles for babies ad data, health treatment ad data, tea articl ad data is obtained
According to merging generates a personalized advertisement media data, with scheduled playing sequence in display screen, presets broadcasting speed, presets
The rules such as play time play out, to prompt user to buy dependent merchandise.
Step S30 receives cabinet door open command, and the cabinet of the automatic vending machine is opened according to the cabinet door open command
Door；
Above-mentioned, cabinet door open command is the operation according to user or the identification to user, and instruction generated is used for root
According to the shopping status of user, the cabinet door of automatic vending machine is opened, in order to which user carries out carrying out choosing for commodity in vending machine.
Step S40 acquires the image of the commodity display of each product display zone in automatic vending machine, as display comparative diagram
Picture；
Above-mentioned, each commodity has the product display zone of fixed difference according to the difference of classification, in order to distinguish commodity
And user is convenient to choose different classes of commodity, different commodity be set to different product display zones it
In.For example, being sales counter in automatic vending machine, multiple cells separated by partition, each cell are equipped in sales counter
For a product display zone.
Above-mentioned, each product display zone is corresponding to be equipped with one or more image capture devices, is specifically as follows high definition and takes the photograph
As head, for carrying out Image Acquisition to the product display zone.
It is above-mentioned, display control image, for the commodity in each product display zone collected before user takes commodity
It displays image and the kind and the corresponding quantity in stock of kind in current commodity display area would know that by the image.
Step S50 receives the shopping END instruction for closing the cabinet door triggering, obtains life after the commodity of taking of the user
At shopping list, and acquire user shopping after each product display zone commodity display shopping movement images；
Above-mentioned, after the cabinet door of automatic vending machine is closed the door, triggering generates shopping END instruction, determines that user terminates to do shopping,
Carry out clearing step.
In addition it is also possible to be user by operation control, into shopping settlement process, the user of cabinet door perception at this time terminates to purchase
The signal of object, and the cabinet door is automatically closed.For example, one specific shopping area of setting is moved to specific purchase when user terminates to do shopping
Outside object area, then user is perceived by infrared sensor and left, generated a shopping END instruction, cabinet door is controlled according to the instruction and is closed
It closes.
It is above-mentioned, after receiving shopping END instruction, it is generated to obtain user's commodity of taking every time in shopping process
Shopping list.For example, after commodity of taking, according to the identification for the commodity taken for user, it is clear to generate shopping by user
Single, user takes other commodity again, and then is updated after taking every time to the shopping list, when user terminates to do shopping, then should
Shopping list is final shopping list.
Above-mentioned, movement images of doing shopping are that user is closing cabinet door, terminate shopping when institute acquired image, wrap in image
Kind and quantity corresponding with kind containing user after the commodity for needs of having taken, in each product display zone.
Display control image is compared with the shopping movement images, is verified according to comparison result by step S60
The shopping list generates the payment based on the shopping list if the shopping list is consistent with the comparison result
Information；
Through display control image compared with movement images of doing shopping, the quotient that user is taken away in product display zone can be confirmed
The information or data is compared the kind and particular number of product with shopping list of the user in shopping process, if two
Person's result always, then determines the shopping list to record correct shopping list, to the taken commodity in user's shopping process
Identification it is accurate, do not occur identification mistake, then payment information corresponding with shopping list, the knot for user can be generated
It calculates.
In the present embodiment, shopping list to generate in user's shopping process, and is tested after user terminates shopping
Card, to improve the safety of user's payment, is prevented due to identifying or counting commodity and number by verifying the accuracy of the inventory
There is mistake in amount, caused by calculate mistake, situations such as calculating or calculating less more, for user, that is, automatic vending machine, manager is provided more
Accurate statistical.
Step S70 receives user and is completed to pay clearing completion information generated according to the payment information, and according to institute
State the inventory record that shopping list updates the automatic vending machine.
It is above-mentioned, after user carries out according to the payment of payment information, generates a clearing and complete information, settled accounts to prompt
At user terminates shopping process at this time.In automatic vending machine, according to the shopping list of this shopping process, to inventory record
It is updated, obtains updated inventory record, further management end can judge whether to need to carry out according to the inventory record
It replenishes or other is operated.
Method provided by the present embodiment is by playing corresponding personalized advertisement matchmaker according to the consumption propensity information of user
Volume data, and acquisition display control image and shopping movement images before and after cabinet door unlatching, confirm shopping list by comparing
Correctness, and generate payment information and complete payment, and then inventory record is updated in order to replenishing according to shopping list.Pass through this
Control method is settled accounts in shopping provided by embodiment based on open shopping environment, is realized in open shopping environment
In, corresponding personalized advertisement is played according to the consumption propensity information of client, by confirming using image recognition technology and verifying
The shopping list of user, and then the clearing for shopping list are carried out, image recognition technology is to ultimately generate more accurate knot
It settles and singly provides multi-ensuring, substantially increase the accuracy of clearing, reduce human cost, shorten settlement time, tie
High-efficient, shopping process is simple, improves user experience.
Embodiment 2: referring to Fig. 3, second embodiment of the invention provides a kind of shopping clearing based on open shopping environment
Control method, is based on above-mentioned first embodiment shown in Fig. 2, and the step S70 " receives user to be completed according to the payment information
Pay clearing generated and complete information, and update the inventory record of the automatic vending machine according to the shopping list " after,
Further include:
Step S80 obtains the range of goods of each commodity in the inventory record and corresponding with the range of goods
Preset amounts of products；
Step S90, if there are the commodity product that preset amounts of products is less than default commodity amount threshold value in the inventory record
Kind, then the inventory that replenishes is generated according to the range of goods, in order to send the prompt based on the inventory that replenishes and according to described
The inventory that replenishes replenishes.
Above-mentioned, after the completion of user's clearing, the inventory record updated to current shopping process is analyzed, and is obtained wherein
Range of goods and corresponding quantity then generate one if there is the kind for thering is quantity to be less than default commodity amount threshold value and replenish
Inventory may include the description and quantity situation that all quantity is less than default commodity amount threshold value, root in the inventory that replenishes
Prompt the server-side of automatic vending machine according to the inventory that replenishes, administrative staff is prompted replenish to corresponding product
Operation.By that can be carried out after terminating shopping every time to the commodity in automatic vending machine compared with default commodity amount threshold value
Statistics, the commodity for finding that needs therein replenish in time replenish in time to improve the efficiency of management of operation maintenance personnel, look into scarce benefit
Leakage, also ensures the shopping experience of user to a certain extent.
Embodiment 3: referring to Fig. 4, third embodiment of the invention provides a kind of shopping clearing based on open shopping environment
Control method, is based on above-mentioned first embodiment shown in Fig. 2, and the step S10 " is confirmed to be trusted by certification in user
After authenticating user, the consumption propensity information of the user is obtained " before, further includes:
Step S100 acquires the authentication image of user；
Above-mentioned, authentication image can be equipped with one specially for the image for carrying out certification login to user in automatic vending machine
Door user to user carries out the image capture device of login authentication.
Step S110 identifies the authentication image by user's identification model trained in advance, obtains identification letter
Breath；
Above-mentioned, in the present embodiment, using artificial neural network technology, the user's identification model of training building in advance is utilized
The identification model identifies authentication image, obtains an identification information.May include in the identification information have user face or
The corresponding characteristic information of limbs, such as interpupillary distance, shape of face, height, eyebrow height, mouth length, colour of skin etc. in people.
Step S120 matches the identification information with the user information in customer data base；
Step S130 determines if there is the user information to match with the identification information in the customer data base
The user is trusted certificate user.
It is above-mentioned, customer data base, for be stored with all trusted certificate users user information database, the database
It can be set to local automatic vending machine, can also be set in cloud server.
It is above-mentioned, if identification information matches with a certain user information in database, determine that the user is to have infused
The trusted certificate user that volume is crossed.By image recognition technology, user is identified, so that it is determined that the identity of user whether be
Registered trusted certificate user improves the login efficiency and speed of user, avoids since user passes through input
The problem of account number cipher or the safety difference logged in by mobile phone terminal, and improve the convenience of user authentication.
Embodiment 4: referring to Fig. 5, fourth embodiment of the invention provides a kind of shopping clearing based on open shopping environment
Control method, is based on above-mentioned first embodiment shown in Fig. 2, and the step S10 " is confirmed to be trusted by certification in user
After authenticating user, the consumption propensity information of the user is obtained " include:
Step S11 is perceived after user is confirmed to be trusted certificate user by certification by the first infrared sensor
The position of user, and prompt the user to enter whole body images pickup area by voice module；
Step S12 acquires the whole body images of the user if the user enters the whole body images pickup area；
Above-mentioned, whole body images pickup area is the region before preset automatic vending machine, which is automatic vending machine
It can carry out the region being acquired for the whole body images of user.
First infrared sensor is the sensor of the corresponding position in automatic vending machine, can be a sensor,
It may be multiple sensors, whether which can enter the profile acquisition region to user perceives, and in whole body
Also the position of user is perceived near pickup area, the position that user is stood can determine that by different perceptual signals
It sets, and user is prompted by voice module, user is prompted to be moved in the whole body images pickup area, carry out image and adopt
Collection, such as voice module are loudspeaker, and prompt information is " please to move and move a step to your left front, into private zone！".And
After user is moved to the region, Image Acquisition is carried out by image capture device.
Step S13 identifies the whole body images by customer consumption characteristic model trained in advance, described in extraction
User's external feature in whole body images；
Step S14 obtains the consumption propensity data according to user's external feature based on consumption propensity database
Consumption propensity information corresponding with user's external feature in library.
It is above-mentioned, user's external feature, for the special information that can characterize user's external feature possessed by user itself.Each use
Family can have multiple and different user's external feature projects.For example, the age, color development, clothing style, gender, height, the colour of skin, when
Preceding expression etc..For example, a user passes through identification, the user's external feature extracted are as follows: 40-50 years old age, 160 lis of height
Rice, color development brown, clothing style are sports style etc..
It is above-mentioned, consumption propensity database, for the database for preserving consumption propensity corresponding with different user external feature.
For example, the consumption propensity information between 40-60 years old age is health care product；Age above 60 years exclude sanitary napkin articles；Move wind
The consumption propensity information of lattice is corresponding for products such as sports drink, sports equipments；The colour of skin is that Black people then exclude the commodity such as suncream；
The consumption propensity information of age 10-15 years old user is the commodity such as snacks, beverage.In the present embodiment, pass through the figure for user
As acquisition, user's external feature of user is confirmed, and then according to this feature, obtain the consumption propensity information of user, that is, pass through figure
As identification technology directly obtains the consumption propensity of user, and further user can be recommended using the consumption propensity, be promoted
The consumption experience of automatic vending machine can make the automatic vending machine more intelligent shopping intention for being more in line with user, improve and use
Family experience.
Embodiment 5: referring to Fig. 6, fifth embodiment of the invention provides a kind of shopping clearing based on open shopping environment
Control method is based on above-mentioned first embodiment shown in Fig. 2, step S40 " each commodity display in acquisition automatic vending machine
The image of the commodity display in area compares image as display " after, further includes:
Step S140 compares image to the display by commodity identification model trained in advance and identifies, obtains every
Commodity display information in a product display zone；The commodity display information includes the commodity product in each product display zone
Kind and commodity amount corresponding with the range of goods；
Commodity display information is carried out by the commodity identification model of training building in advance using artificial neural network technology
Identification identifies range of goods and corresponding quantity included in display control image.
Step S150 controls the commodity product for each product display zone that the display screen is shown in institute's product display zone information
Kind displaying image, and commodity amount corresponding with the range of goods, in order to the user according to the display diagram as
It is chosen with the commodity amount.
It is above-mentioned, it is shown by range of goods and commodity amount of the display to each product display zone identified,
In order to which user in real time chooses commodity according to kind and quantity information progress.For example, confirmation is each by image recognition
The kind and quantity of product display zone, wherein orange product display zone quantity is 15, rubber 20, then real in display screen
When display " orange: 15, banana: 20 ", the UI being particularly shown in screen can be set according to actual conditions.Real-time display
Range of goods and quantity, carry out providing convenience choosing for commodity according to the actual situation for user.
Embodiment 6: referring to Fig. 7, sixth embodiment of the invention provides a kind of shopping clearing based on open shopping environment
Control method, is based on above-mentioned first embodiment shown in Fig. 2, and the step S50 " receives the shopping knot for closing the cabinet door triggering
Shu Zhiling obtains the shopping list generated after the commodity of taking of the user, and acquires each product display zone after user's shopping
Commodity display shopping movement images " before, further includes: step S160 receives the user and is taken by the product display zone
The weight change signal for taking current shopping items to trigger gravity sensor corresponding with the product display zone and generating；
Step S170 acquires the user and takes the continuous shootings of the current shopping items according to the weight change signal
Shopping image；
Step S180, the current shopping items taken to user described in continuous shooting shopping image are known
Not, the shopping list is generated according to recognition result.
Above-mentioned, each product display zone is equipped with a corresponding gravity sensor, obtains the quotient in real time by gravity sensor
The weight value of the commodity of product display area, can real-time perception commodity take, put during weight change, i.e. weight change signal.
After shopping items are taken out by product display zone, gross mass changes, and corresponding gravity sensor is triggered, according to institute
The weight of the shopping items of reduction generates a weight change signal.
It is above-mentioned, it receives the product display zone and takes the weight change signal of gravity sensor that commodity are triggered, i.e., ought use
Family take certain product display zone commodity when, the weight in the region changes, then triggers gravity sensor, generates a weight and becomes
Change signal, and then the acquisition of the image of the commodity of taking for user can be carried out according to the weight change signal, is become according to weight
Change the acquisition for triggering taken for user commodity, improves and the timeliness of Image Acquisition is carried out for user's commodity of taking,
It wants weight to change, can be compared for a preset change threshold, if variation reaches the standard of change threshold,
It can determine that commodity are taken, and then can carry out carrying out Image Acquisition to the commodity, with kind and the quantity etc. for determining the commodity.
It is above-mentioned, after generating weight change signal, image is carried out to the current shopping items that user takes according to the signal
Acquisition obtains continuous shooting shopping image.It wherein, may include the shopping gesture of user in continuous shooting shopping image, and shopping gesture institute
The current shopping items of crawl.Continuous shooting does shopping image as continuous shooting shopping accessed within a preset time interval in preset time
Image, for example, acquiring 10 continuous shooting shopping images during the shopping gesture of the shopping of user takes 5 seconds of commodity process.
Continuous shooting shopping image can be optimized, for example, intercepting the current purchase of the key frame in each continuous shooting shopping image
The screenshot of object commodity removes the region for influencing identification, obtains the corresponding minimum screenshot of the key frame of each continuous shooting shopping image,
And further the minimum screenshot is identified, recognition efficiency can be improved, reduce operand.
It is above-mentioned, by being identified for continuous shooting shopping image, so that it is determined that range of goods and quantity that user is taken,
And then a shopping list is generated according to the kind and quantity of the commodity.In the present embodiment, by gravity sensor in real time for
The take movement of commodity of user perceives, and the commodity if user takes generate a weight change signal, are become according to the weight
Change signal and utilize pattern recognition technique, Image Acquisition is carried out to the shopping movement of user, to confirm the taken commodity product of user
Kind and quantity, and then shopping list is regenerated, to substantially increase the accuracy of the judgement of condition of merchandise taken to user.
Embodiment 7: referring to Fig. 8, seventh embodiment of the invention provides a kind of shopping clearing based on open shopping environment
Control method, is based on above-mentioned first embodiment shown in Fig. 2, and the step S30 " receives cabinet door open command, and according to described
Cabinet door open command opens the cabinet door of the automatic vending machine " after, further includes:
Step S190 opens the general ambient light LED in the automatic vending machine if current time reaches preset time range
Lamp, in order to which the user does shopping in the illumination zone of the general ambient light LED light in preset time range.
Above-mentioned, in automatic vending machine, general ambient light LED light carries out whole photograph for the shopping area stood for user
Bright lighting apparatus.User is generally when doing shopping at night, and there is no corresponding large-scale lighting apparatus in automatic vending machine, especially
It is in open shopping environment, if will lead to the sight of user and to commodity without corresponding lighting apparatus
It chooses and impacts, if there is the product for there was only nuance similar in appearance, then will appear wrong choosing or leak the case where selecting.
So a general ambient light LED light is arranged in the present embodiment, for judging current time for preset time range after opening cabinet door
When, then open the general ambient light LED light, in automatic vending machine commodity or shopping area illuminated accordingly.
In addition, can also include the following steps: after step S190
Step S200 is based on Kinect bone tracer technique, acquires the dynamic upper limb shopping image of the user, and fixed
The arm bone artis of the user in the dynamic upper limb shopping image of position；
It should be noted that bone tracer technique is the core technology of Kinect, it can be with 20 of accurate calibration human body
Key point, and real-time tracing can be carried out to the position of this 20 points.Using this technology, can develop various based on body-sensing people
The interesting application of machine interaction.Currently, the bone API in Kinect for Windows SDK can be provided in front of Kinect
The location information of at most two people, the three-dimensional coordinate information including detailed posture and skeleton point.In addition, Kinect for
Windows SDK can at most support 20 skeleton points.Data object type is provided in the form of skeletal frame, and each frame at most can be with
Save 20 points.
If application program only needs to capture the gesture actions of the upper part of the body, so that it may use Kinect for Windows
The half body mode (Seated Mode) that SDK is provided.Under half body mode, system only captures 10 skeleton points of upper half of human body
Information, and ignore the location information of other 10 skeleton points of the lower part of the body, can not be by when being sitting on chair this addresses the problem user
The problem of Kinect is identified, even if the data of lower part of the body skeleton point it is unstable or there is no will not bone number to the upper part of the body
According to impacting.And when user distance Kinect device only has 0.4 meter, application program remains to normally to carry out bone to chase after
Track, the performance of bone tracking just greatly improved in this.
In the present embodiment, using is half body mode, wherein arm bone artis, after being positioned for user,
Building artis corresponding with user images, for example, left and right ancon, left and right wrist, left and right hand, right and left shoulders, waist,
Neck, head etc. artis.It is above-mentioned, dynamic upper limb shopping image, for the dynamic within the scope of the upper limb of the user acquired in real time
Image, as video data.Positioning for the middle Bones and joints point of dynamic upper limb shopping image, can extract wherein key frame, right
Key frame carries out the identification using artificial neural network, so that it is determined that Bones and joints therein point, and do shopping in the dynamic upper limb
Real-time display tracking is carried out in image.
Step S210 obtains the dynamic vector of the corresponding arm bone artis of user's shopping gesture motion and life
At shopping motion track；
Step S220 determines the close end article of the shopping gesture motion of the user according to shopping motion track
Display area；
It is above-mentioned, each arm bone artis is tracked, so that the corresponding vector of each arm bone artis is obtained,
And shopping motion track is obtained according to vector.Application program obtains the mode of each frame skeleton data with acquisition color image and depth
The mode for spending image data is the same, is all to be realized by calling call back function and transmitting a caching, obtains skeleton data tune
It is OpenSkeletonFrame () function.
It is above-mentioned, according to shopping motion track, confirm the close end article display area of the shopping gesture of user, specifically,
The corresponding coordinate range in settable each product display zone one, to whether judge the shopping gesture according to shopping motion track
Into in the coordinate range.
Step S230 controls the corresponding target LED illumination lamp bright light in the end article display area, in order to the user
It does shopping under the illumination of the target LED illumination lamp in the end article display area.
It is above-mentioned, when the shopping gesture for judging user is close to end article display area, then light end article display
The corresponding target LED illumination lamp in area.During user does shopping, when user's shopping gesture goes to buy goods, due to
The light at night influences, it is understood that there may be the light of a part of shopping area receives blocking, can not see end article display area clearly
Situation, in the present embodiment, by tracking the limb action of user using Kinect bone tracer technique, to judge user's
The close end article display area of gesture of doing shopping, and then light the corresponding target LED illumination lamp in the display area, realize to
The close region in family carries out real-time perception and is illuminated accordingly, can not see clearly so as to avoid night shopping partial region
The case where, the position of the movement of Intellisense user and gesture of doing shopping is realized, and illuminated according to position, improves client
Experience provides convenience for user's shopping.
In addition, the present invention also provides a kind of, control device is settled accounts in the shopping based on open shopping environment, comprising: obtains mould
Block 10, opening module 20, acquisition module 30, comparison module 40 and settlement module 50；The acquisition module 10, for logical in user
Cross certification be confirmed to be trusted certificate user after, obtain the consumption propensity information of the user；The acquisition module 10, is also used
In based on default advertising media library, personalized advertisement media number corresponding with the consumption propensity information of the user is obtained
According to, and the personalized advertisement media data is played out by the display screen of automatic vending machine；The opening module 20 is used
In receiving cabinet door open command, and open according to the cabinet door open command cabinet door of the automatic vending machine；The acquisition mould
Block 30 compares image as display for acquiring the image of the commodity display of each product display zone in automatic vending machine；It is described
Module 10 is obtained, is also used to receive the shopping END instruction for closing cabinet door triggering, after the commodity of taking for obtaining the user
The shopping list of generation, and acquire the shopping movement images of the commodity display of each product display zone after user does shopping；The ratio
Institute is verified according to comparison result for being compared display control image with the shopping movement images compared with module 40
Shopping list is stated, if the shopping list is consistent with the comparison result, generates the disbursement letter based on the shopping list
Breath；The settlement module 50 is completed to pay clearing completion information generated according to the payment information for receiving user, and
The inventory record of the automatic vending machine is updated according to the shopping list.
In addition, the present invention also provides a kind of user terminal, including memory and processor, the memory is for storing
Shopping clearing control program based on open shopping environment, the processor run the purchase based on open shopping environment
Object clearing control program is so that the user terminal executes the shopping clearing control as described above based on open shopping environment
Method.
In addition, being stored on the computer readable storage medium the present invention also provides a kind of computer readable storage medium
There are the shopping clearing control program based on open shopping environment, the shopping clearing control journey based on open shopping environment
The shopping clearing control method as described above based on open shopping environment is realized when sequence is executed by processor.
The serial number of the above embodiments of the invention is only for description, does not represent the advantages or disadvantages of the embodiments.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can be realized by means of software and necessary general hardware platform, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on this understanding, technical solution of the present invention substantially in other words does the prior art
The part contributed out can be embodied in the form of software products, which is stored in one as described above
In storage medium (such as ROM/RAM, magnetic disk, CD), including some instructions are used so that terminal device (it can be mobile phone,
Computer, server or network equipment etc.) execute method described in each embodiment of the present invention.
The above is only a preferred embodiment of the present invention, is not intended to limit the scope of the invention, all to utilize this hair
Equivalent structure or equivalent flow shift made by bright specification and accompanying drawing content is applied directly or indirectly in other relevant skills
Art field, is included within the scope of the present invention.
Claims (10)
1. control method is settled accounts in a kind of shopping based on open shopping environment characterized by comprising
After user is confirmed to be trusted certificate user by certification, the consumption propensity information of the user is obtained；
Based on default advertising media library, personalized advertisement media number corresponding with the consumption propensity information of the user is obtained
According to, and the personalized advertisement media data is played out by the display screen of automatic vending machine；
Cabinet door open command is received, and opens the cabinet door of the automatic vending machine according to the cabinet door open command；
The image for acquiring the commodity display of each product display zone in automatic vending machine compares image as display；
The shopping END instruction for closing the cabinet door triggering is received, it is clear to obtain the shopping generated after the commodity of taking of the user
It is single, and acquire the shopping movement images of the commodity display of each product display zone after user does shopping；
Display control image is compared with the shopping movement images, it is clear according to the comparison result verifying shopping
It is single, if the shopping list is consistent with the comparison result, generate the payment information based on the shopping list；
It receives user to be completed to pay clearing completion information generated according to the payment information, and more according to the shopping list
The inventory record of the new automatic vending machine.
2. control method is settled accounts in the shopping based on open shopping environment as described in claim 1, which is characterized in that described " to connect
It receives user to be completed to pay clearing completion information generated according to the payment information, and according to shopping list update
After the inventory record of automatic vending machine ", further includes:
Obtain the range of goods and preset amounts of products corresponding with the range of goods of each commodity in the inventory record；
If there are the range of goods that preset amounts of products is less than default commodity amount threshold value in the inventory record, according to
Range of goods generates the inventory that replenishes, in order to send the prompt based on the inventory that replenishes and mended according to the inventory that replenishes
Goods.
3. control method is settled accounts in the shopping based on open shopping environment as described in claim 1, which is characterized in that described "
After user is confirmed to be trusted certificate user by certification, the consumption propensity information of the user is obtained " before, further includes:
Acquire the authentication image of user；
The authentication image is identified by user's identification model trained in advance, obtains identification information；
The identification information is matched with the user information in customer data base；
If there is the user information to match with the identification information in the customer data base, determine that the user is credible
Appoint certification user.
4. control method is settled accounts in the shopping based on open shopping environment as described in claim 1, which is characterized in that described "
After user is confirmed to be trusted certificate user by certification, the consumption propensity information of the user is obtained " include:
After user is confirmed to be trusted certificate user by certification, the institute for perceiving user by the first infrared sensor is in place
It sets, and prompts the user to enter whole body images pickup area by voice module；
If the user enters the whole body images pickup area, the whole body images of the user are acquired；
The whole body images are identified by customer consumption characteristic model trained in advance, are extracted in the whole body images
User's external feature；
Based on consumption propensity database, according to user's external feature, obtain in the consumption propensity database with the use
The corresponding consumption propensity information of family external feature.
5. control method is settled accounts in the shopping based on open shopping environment as described in claim 1, which is characterized in that described " to adopt
The image for collecting the commodity display of each product display zone in automatic vending machine compares image as display " after, further includes:
Image is compareed to the display by commodity identification model trained in advance to identify, is obtained in each product display zone
Commodity display information；The commodity display information include range of goods in each product display zone and with the commodity
The corresponding commodity amount of kind；
The displaying image of the range of goods of each product display zone in display screen display institute's product display zone information is controlled,
And commodity amount corresponding with the range of goods, in order to the user according to the display diagram as with the commodity amount
It is chosen.
6. control method is settled accounts in the shopping based on open shopping environment as described in claim 1, which is characterized in that described " to connect
The shopping END instruction for closing the cabinet door triggering is received, obtains the shopping list generated after the commodity of taking of the user, and adopt
Collect the shopping movement images of the commodity display of each product display zone after user does shopping " before, further includes:
It is corresponding with the product display zone heavy by the product display zone current shopping items triggering of taking to receive the user
Force snesor and the weight change signal generated；
According to the weight change signal, acquires the user and take the continuous shooting shopping images of the current shopping items；
The current shopping items taken to user described in continuous shooting shopping image identify, according to recognition result
Generate the shopping list.
7. control method is settled accounts in the shopping based on open shopping environment as described in claim 1, which is characterized in that described " to connect
Cabinet door open command is received, and opens the cabinet door of the automatic vending machine according to the cabinet door open command " after, further includes:
If current time reaches preset time range, the general ambient light LED light in the automatic vending machine is opened, in order to described
User does shopping in the illumination zone of the general ambient light LED light in preset time range.
8. control device is settled accounts in a kind of shopping based on open shopping environment characterized by comprising obtain module, open
Module, acquisition module, comparison module and settlement module；
The acquisition module, for obtaining disappearing for the user after user is confirmed to be trusted certificate user by certification
Take trend information；
The acquisition module is also used to obtain the consumption propensity information pair with the user based on default advertising media library
The personalized advertisement media data answered, and the personalized advertisement media data is broadcast by the display screen of automatic vending machine
It puts；
The opening module opens the automatic vending for receiving cabinet door open command, and according to the cabinet door open command
The cabinet door of machine；
The acquisition module, for acquiring the image of the commodity display of each product display zone in automatic vending machine, as display
Compare image；
The acquisition module is also used to receive the shopping END instruction for closing the cabinet door triggering, obtains taking for the user
The shopping list generated after commodity, and acquire the shopping movement images of the commodity display of each product display zone after user does shopping；
The comparison module is tied for being compared display control image with the shopping movement images according to comparing
Fruit verifies the shopping list, if the shopping list is consistent with the comparison result, generates and is based on the shopping list
Payment information；
The settlement module is completed to pay clearing completion information generated according to the payment information for receiving user, and
The inventory record of the automatic vending machine is updated according to the shopping list.
9. a kind of user terminal, which is characterized in that including memory and processor, the memory is for storing based on opening
Control is settled accounts in the shopping clearing control program of formula shopping environment, the processor operation shopping based on open shopping environment
Processing procedure sequence is so that the user terminal is executed as described in any one of claim 1-7 based on the shopping knot of open shopping environment
Calculate control method.
10. a kind of computer readable storage medium, which is characterized in that be stored on the computer readable storage medium and be based on opening
The shopping clearing control program of formula shopping environment is put, the shopping clearing control program based on open shopping environment is processed
Realize that control method is settled accounts in the shopping as described in any one of claim 1-7 based on open shopping environment when device executes.
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Cited By (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109741144A (en) * | 2019-01-04 | 2019-05-10 | 南京旷云科技有限公司 | Commodity checking method, device, host and equipment |
| CN109754532A (en) * | 2018-12-12 | 2019-05-14 | 合肥美的智能科技有限公司 | Unmanned retail equipment and control method thereof |
| CN110473337A (en) * | 2019-08-01 | 2019-11-19 | 合肥世界仓库网科技有限公司 | A kind of automatic vending machine based on image collecting device |
| CN110930582A (en) * | 2019-10-23 | 2020-03-27 | 广东工业大学 | Intelligent sales counter and control method thereof |
| CN111310610A (en) * | 2020-01-22 | 2020-06-19 | 上海追月科技有限公司 | Goods identification method, goods identification system and electronic equipment |
| CN111341013A (en) * | 2020-02-10 | 2020-06-26 | 北京每日优鲜电子商务有限公司 | Moving method, device and equipment of intelligent vending machine and storage medium |
| CN113066225A (en) * | 2019-12-30 | 2021-07-02 | 深圳Tcl新技术有限公司 | Shopping method based on shared refrigerator and shared refrigerator |
| CN113316799A (en) * | 2018-12-28 | 2021-08-27 | 蒂普爱可斯有限公司 | Method for providing shopping information per individual product and electronic device for performing the same |
Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN203968152U (en) * | 2014-04-28 | 2014-11-26 | 昆明能讯科技有限责任公司 | A kind of automatic vending machine supervisory systems based on cloud computing |
| CN204838820U (en) * | 2015-04-14 | 2015-12-09 | 赵忠义 | Energy -conserving sales counter |
| CN105931371A (en) * | 2016-07-12 | 2016-09-07 | 帮团成都电子商务有限责任公司 | Vending machine and vending method |
| CN106781014A (en) * | 2017-01-24 | 2017-05-31 | 广州市蚁道互联网有限公司 | Automatic vending machine and its operation method |
| CN106971457A (en) * | 2017-03-07 | 2017-07-21 | 深圳市楼通宝实业有限公司 | Self-service vending method and system |
| CN107705432A (en) * | 2017-09-21 | 2018-02-16 | 深圳友朋智能商业科技有限公司 | A kind of system of automatic vending machine, the method for information displaying and information displaying |
| CN108053204A (en) * | 2017-12-20 | 2018-05-18 | 杭州几禾科技有限公司 | Automatic settlement method and sell equipment |
| CN108133544A (en) * | 2017-12-06 | 2018-06-08 | 合肥美的智能科技有限公司 | Intelligent selling apparatus and its control method |
| CN108171172A (en) * | 2017-12-27 | 2018-06-15 | 惠州Tcl家电集团有限公司 | Self-help shopping method, self-service sale device and computer readable storage medium |
-
2018
- 2018-08-23 CN CN201810964579.1A patent/CN108985861A/en active Pending
Patent Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN203968152U (en) * | 2014-04-28 | 2014-11-26 | 昆明能讯科技有限责任公司 | A kind of automatic vending machine supervisory systems based on cloud computing |
| CN204838820U (en) * | 2015-04-14 | 2015-12-09 | 赵忠义 | Energy -conserving sales counter |
| CN105931371A (en) * | 2016-07-12 | 2016-09-07 | 帮团成都电子商务有限责任公司 | Vending machine and vending method |
| CN106781014A (en) * | 2017-01-24 | 2017-05-31 | 广州市蚁道互联网有限公司 | Automatic vending machine and its operation method |
| CN106971457A (en) * | 2017-03-07 | 2017-07-21 | 深圳市楼通宝实业有限公司 | Self-service vending method and system |
| CN107705432A (en) * | 2017-09-21 | 2018-02-16 | 深圳友朋智能商业科技有限公司 | A kind of system of automatic vending machine, the method for information displaying and information displaying |
| CN108133544A (en) * | 2017-12-06 | 2018-06-08 | 合肥美的智能科技有限公司 | Intelligent selling apparatus and its control method |
| CN108053204A (en) * | 2017-12-20 | 2018-05-18 | 杭州几禾科技有限公司 | Automatic settlement method and sell equipment |
| CN108171172A (en) * | 2017-12-27 | 2018-06-15 | 惠州Tcl家电集团有限公司 | Self-help shopping method, self-service sale device and computer readable storage medium |
Cited By (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109754532A (en) * | 2018-12-12 | 2019-05-14 | 合肥美的智能科技有限公司 | Unmanned retail equipment and control method thereof |
| CN113316799A (en) * | 2018-12-28 | 2021-08-27 | 蒂普爱可斯有限公司 | Method for providing shopping information per individual product and electronic device for performing the same |
| CN109741144A (en) * | 2019-01-04 | 2019-05-10 | 南京旷云科技有限公司 | Commodity checking method, device, host and equipment |
| CN109741144B (en) * | 2019-01-04 | 2021-08-10 | 南京旷云科技有限公司 | Commodity verification method and device, host and equipment |
| CN110473337A (en) * | 2019-08-01 | 2019-11-19 | 合肥世界仓库网科技有限公司 | A kind of automatic vending machine based on image collecting device |
| CN110930582A (en) * | 2019-10-23 | 2020-03-27 | 广东工业大学 | Intelligent sales counter and control method thereof |
| CN113066225A (en) * | 2019-12-30 | 2021-07-02 | 深圳Tcl新技术有限公司 | Shopping method based on shared refrigerator and shared refrigerator |
| CN111310610A (en) * | 2020-01-22 | 2020-06-19 | 上海追月科技有限公司 | Goods identification method, goods identification system and electronic equipment |
| WO2021147950A1 (en) * | 2020-01-22 | 2021-07-29 | 上海追月科技有限公司 | Goods identification method, goods identification system, and electronic device |
| CN111341013A (en) * | 2020-02-10 | 2020-06-26 | 北京每日优鲜电子商务有限公司 | Moving method, device and equipment of intelligent vending machine and storage medium |
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Application publication date: 20181211 |