CN109308762A - A kind of automatically vending system and method based on Identification of Images - Google Patents
A kind of automatically vending system and method based on Identification of Images Download PDFInfo
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- CN109308762A CN109308762A CN201710628174.6A CN201710628174A CN109308762A CN 109308762 A CN109308762 A CN 109308762A CN 201710628174 A CN201710628174 A CN 201710628174A CN 109308762 A CN109308762 A CN 109308762A
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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
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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
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0631—Item recommendations
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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
- G06V40/70—Multimodal biometrics, e.g. combining information from different biometric modalities
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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
- G07F9/006—Details of the software used for the vending machines
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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
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/178—Human faces, e.g. facial parts, sketches or expressions estimating age from face image; using age information for improving recognition
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- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Control Of Vending Devices And Auxiliary Devices For Vending Devices (AREA)
Abstract
The present invention relates to a kind of automatically vending systems based on Identification of Images, including Identification of Images module, interactive display module, control module of selling goods and Cloud Server；The Identification of Images module is used to detect and identify the feature of target person, and the characteristic is sent to the Cloud Server；The interactive display module is for display of commodity information, Identification of Images information and provides human-computer interaction function；It is described sell goods control module for control sell goods and shipment；The Cloud Server is for receiving, storing and analyzing the characteristic, and Auto-matching Recommendations based on the analysis results.The present invention also provides a kind of automatic vending methods based on Identification of Images.Automatically vending system provided by the invention and method are able to ascend the precision of the self-service efficiency of Intelligent Business terminal and commercial product recommending.
Description
Technical field
The invention belongs to automatic vending field more particularly to a kind of automatically vending systems and method based on Identification of Images.
Background technique
Automatic vending machine is a kind of completely new retailing form, is grown up from Japan and America and Europe the 1970s.
With the continuous renewal of technology, automatic vending machine has gradually adopted the technologies such as touch display screen, transparent display, and with PC system
Docking, allows consumer to choose the commodity in vending machine by the touch screen that PC is controlled, and not only replaces and selects goods key, and makes
Vending machine has media function.
However, above-mentioned automatic vending machine function is still limited, there is no portrait identification function and big data analysis function
Can, therefore it cannot be distinguished from the crowd characteristic and consumption habit of consumer, therefore also just without normal direction consumer accurately Recommendations, nothing
Method and consumer generate it is good interact, and the marketing efficiency of automatic vending machine can not be promoted.
Summary of the invention
In view of this, it is necessory to provide a kind of automatically vending system based on Identification of Images, which includes that portrait is known
Other module, interactive display module, control module of selling goods and Cloud Server；The Identification of Images module is for detecting and identifying mesh
The feature of personage is marked, and the characteristic is sent to the Cloud Server；The interactive display module is used for display of commodity
Information, Identification of Images information simultaneously provide human-computer interaction function；It is described sell goods control module for control sell goods and shipment；The cloud
Server is for receiving, storing and analyzing the characteristic, and Auto-matching Recommendations based on the analysis results.
Further, it is communicated between the interactive display module and the control module of selling goods by Transmission Control Protocol；Institute
State between Cloud Server and the Identification of Images module, interactive display module and control module of selling goods by wireless network into
Row communication.
Further, the Identification of Images module includes camera unit and image identification unit；The camera unit is used for
Image is obtained, and converts the image into digital image information and is sent to described image recognition unit；Described image identification is single
Member identifies the character features in described image, the character features by operation for receiving the digital image information
Including characteristics of human body, manpower feature and face characteristic.
Further, the Identification of Images module, interactive display module and control module of selling goods are coupled in same intelligence
On commercial terminal.
Further, the Intelligent Business terminal is Self-help vending machine, intelligent orange juice making device, automatic juice extractor, intelligent beverage
Machine, self-service coffee machine, Intelligent tea making machine, self-service ice cream vending machine, intelligent meal-selling machine, automatic purchase medicine machine, unmanned convenience store, nothing
People shop on duty, automatic selling pavilion, automatic one of medium all-in-one machine or a variety of of selling goods of squeezing the juice.
The present invention also provides a kind of automatic vending methods based on Identification of Images, method includes the following steps:
(a) Identification of Images module, interactive display module, control module of selling goods and Cloud Server are provided；
(b) the Identification of Images module detects automatically and identifies the character features of current consumer, and the personage is special
Sign data are uploaded to the Cloud Server；
(c) Cloud Server analyzes the character features data, obtains crowd's attribute and the meeting of the consumer
Member's information；
(d) Cloud Server is according to the analysis result Auto-matching one or more recommendations commodity, and pushes away described
It recommends merchandise news and is sent to the interactive display module；
(e) interactive display module shows the Recommendations information, receives the commodity purchasing instruction of the consumer, and
Shipment instruction is sent to the control module of selling goods；And
(f) control module of selling goods receives and executes the shipment instruction.
Further, in step (b), the character features of the automatic detection current consumer include: single using camera shooting
Member obtains image and converts the image into digital image information.
Further, in step (b), the character features of the automatic identification current consumer include: the analysis figure
Whether there is portrait as in；And when having detected portrait, the character features of the portrait are analyzed.
Further, in step (e), the commodity purchasing instruction for receiving the consumer includes: to receive the consumer
Commodity selection, commodity place an order and commodity payment instruction.
Further, in step (e), the interactive display module also shows the crowd's attribute and member's letter of the consumer
Breath.
Compared with prior art, the automatically vending system and method provided by the present invention based on Identification of Images, combines
Advanced portrait recognition technology and big data analysis method, can significantly improve the commodity of the Intelligent Business terminal such as automatic vending machine
Marketing efficiency and merchandise sales precision, to bring consumer's preferably consumption experience.
Detailed description of the invention
Fig. 1 is the schematic diagram of the automatically vending system provided by one embodiment of the present invention based on Identification of Images.
Fig. 2 be another embodiment of the present invention provides the automatic vending method based on Identification of Images flow chart.
Specific embodiment
Invention is further explained below in conjunction with the accompanying drawings and the specific embodiments.
Embodiment 1
As shown in Figure 1, the embodiment of the present invention 1 provides a kind of automatically vending system based on Identification of Images, which includes
Identification of Images module, interactive display module, control module of selling goods and Cloud Server.It the interactive display module and described sells goods
It is communicated between control module by Transmission Control Protocol.The Cloud Server and the Identification of Images module, interactive display module with
And it is communicated by internet between control module of selling goods, it is preferable that in the present embodiment, the Cloud Server and the people
As being communicated by wireless network between identification module, interactive display module and control module of selling goods.
The Identification of Images module mainly for detection of and identify the feature of target person, and the characteristic is sent
To the Cloud Server.From hardware, the Identification of Images module includes camera, mainboard and for connecting the camera shooting
The connection cable of head and mainboard.The camera is the camera unit in the Identification of Images module, for obtaining image, and will
Described image is converted into digital image information, then the digital image information is sent to the mainboard.Preferably, the camera shooting
Head can 360 degree rotate freely, with eyeball tracking and lock function.The mainboard is the image in the Identification of Images module
Recognition unit, the digital image information sent for receiving the camera unit, and figure is identified by recognition of face operation method
Character features as in.The character features include characteristics of human body, manpower feature and face characteristic three classes, specifically, described
The detection and estimation of character features include Face datection, recognition of face, the estimation of face direction, expression estimation, blink estimation, sight
Estimation, age estimation, gender estimation, manpower detection, human testing etc..
The interactive display module is mainly used for display of commodity information, Identification of Images information and provides human-computer interaction function.
The interactive display module receives after the Recommendations information and Identification of Images information that the Cloud Server is sent in its display
It is shown on screen, to facilitate the interactions such as consumer carries out commodity selection, commodity place an order, commodity are paid.The interaction display mould
Block can be solidificated in human-computer interaction all-in-one machine, and the human-computer interaction all-in-one machine also has network unit, storage unit and behaviour
Make system.The human-computer interaction all-in-one machine can be set on intelligent terminal, and in the present embodiment, the solidification has interaction display mould
The human-computer interaction all-in-one machine of block is arranged in Intelligent Business terminal, and the type of the Intelligent Business terminal is unlimited, can be self-service
Vending machine, intelligent orange juice making device, automatic juice extractor, intelligent beverage drinker, self-service coffee machine, Intelligent tea making machine, self-service ice cream are peddled
Machine, intelligent meal-selling machine, automatic purchase medicine machine, unmanned convenience store, unattended shop, automatic selling pavilion, automatic medium one of selling goods of squeezing the juice
One of body machine is a variety of.Preferably, the Intelligent Business terminal is automatic medium all-in-one machine of selling goods of squeezing the juice.
The control module of selling goods is mainly used for control and sells goods and shipment.The control module of selling goods also has network
Unit carries out the shared of sales data and inventory data etc. for being communicated with the Cloud Server.Described sell goods controls mould
Block can be set on intelligent terminal.Preferably, in the present embodiment, control module and the interactive display module coupling of selling goods
It closes in same Intelligent Business terminal, such as same automatic juicing is sold goods on medium all-in-one machine.It is highly preferred that the Identification of Images
Module, described sell goods while being coupled in same automatic juicing and sell goods medium one control module and the interactive display module
On machine.
The Cloud Server is mainly used for receiving, store and analyzing the character features data, based on the analysis results automatically
Recommendations are matched, and the Recommendations information is sent to the interactive display module.The Cloud Server receives described
It analyses and compares after the character features data that Identification of Images module is sent to the data, and is analyzed by data to detecting
Portrait sorted out, certainly, for crowd classification criteria needs set in advance as needed.Preferably, the present embodiment
In, crowd is simply classified as to eight major class: juvenile man, juvenile woman, young man, young woman, middle-aged man, middle aged female
People, old man, old woman.Secondly, the Cloud Server can also compare its member database, whether analysis current consumer
For member；If being confirmed as member, the member data data, including its personage's essential information, history consumer record, commodity are transferred
Preference etc..Finally, the Cloud Server will be preferably that member consumer recommends the preference commodity of the member and high consumption to record
Commodity；It and is that non-member consumer recommends the preference commodity of the affiliated crowd obtained by big data analysis or high consumption to record quotient
Product.
Embodiment 2
As shown in Fig. 2, the embodiment of the present invention 2 provides a kind of automatic vending method based on Identification of Images, this method includes
Following steps:
(a) Identification of Images module, interactive display module, control module of selling goods and Cloud Server are provided；
(b) the Identification of Images module detects automatically and identifies the character features of current consumer, and the personage is special
Sign data are uploaded to the Cloud Server；
(c) Cloud Server analyzes the character features data, obtains crowd's attribute and the meeting of the consumer
Member's information；
(d) Cloud Server is according to the analysis result Auto-matching one or more recommendations commodity, and pushes away described
It recommends merchandise news and is sent to the interactive display module；
(e) interactive display module shows the Recommendations information, receives the commodity purchasing instruction of the consumer, and
Shipment instruction is sent to the control module of selling goods；And
(f) control module of selling goods receives and executes the shipment instruction.
It can be seen that the automatic vending method based on Identification of Images that the present embodiment 2 provides, is mentioned based on the present embodiment 1
The automatically vending system of confession and formulate.
In step (b), it includes: that (b1) is obtained using camera unit that the Identification of Images module detects current consumer automatically
Image；And (b2) converts the image into digital image information.The testing result is a series of detection data, described
Detection data includes Face datection, recognition of face, the estimation of face direction, expression estimation, blink estimation, sight is estimated, the age is estimated
The result data of calculation, gender estimation, manpower detection, human testing etc..
The Identification of Images module automatic identification current consumer includes: whether to have portrait in (b3) analysis described image；
And (b4) analyzes the character features of the portrait when having detected portrait.
In step (c), the Cloud Server is received after the character features data that the Identification of Images module is sent to described
Data are analysed and compared, and are sorted out by data analysis to the portrait detected, certainly, for the classification criteria of crowd
It needs to set in advance as needed.Preferably, in the present embodiment, crowd is simply classified as to eight major class: juvenile man, teenager
Woman, young man, young woman, middle-aged man, middle aged woman, old man, old woman.Secondly, the Cloud Server
Also described its member database of character features data comparison can be analyzed whether current consumer is member, if being confirmed as member,
Then transfer the membership information, including its personage's essential information, history consumer record, commodity preference etc..
In step (d), the Cloud Server will be preferably based on the analysis results the preference that member consumer recommends the member
Commodity and high consumption record commodity；Secondly recommend its affiliated crowd's obtained by big data analysis for non-member consumer
Preference commodity or high consumption record commodity.And the consumer this consumer record can be uploaded to again in the Cloud Server into
Row storage.The multiple Recommendations being automatically matched to can be ranked up according to the actual purchase rate height of consumer.
In step (e), the commodity purchasing for receiving the consumer refer to receiving the commodity selection of the consumer,
Commodity place an order and the instructions such as commodity payment.In addition, being carried out in addition to pressing actual purchase rate height on the interactive display module
It successively shows outside the Recommendations, crowd's attribute of current consumer can also be directly displayed on the interactive display module
And/or membership information.
In a preferred embodiment, the Identification of Images module, interactive display module, control module of selling goods are coupled in one
Platform squeezes the juice automatically and sells goods on medium all-in-one machine, and keeps network communication status with the Cloud Server.Wherein, the Identification of Images
Module, interactive display module be arranged at the automatic juicing sell goods medium all-in-one machine panel on, wherein it is described interaction display
Module solidifies in human-computer interaction all-in-one machine on the panel, and the Identification of Images module solidifies on the panel remaining
Position.When not having consumer station when the automatic juicing is sold goods in face of medium all-in-one machine, the Identification of Images module can not be examined
Measure portrait, the interactive display module normally shows the figure for all commodity automatic juicing sold goods medium all-in-one machine is sold
Piece information；When having consumer station when the automatic juicing is sold goods in face of medium all-in-one machine, the Identification of Images module is actively swept
Image is retouched and obtained, and detects the character features data in described image, sends the Cloud Server to after obtaining detection data；
The Cloud Server analyzes the detection data, obtains crowd's categorization results and membership information, Auto-matching Recommendations, and incite somebody to action
The Recommendations information is transferred to the interactive display module together with analysis result；The interactive display module will be described
Recommendations are shown to current consumer, its unrestricted choice is allowed to buy.At this point, station is sold goods medium all-in-one machine in the automatic juicing
Consumer in front is it is seen that meeting the commodity of his affiliated crowd's interest or complying fully with the quotient of himself's purchase intention
Product.Consumer probably selects certain part or more than one piece commodity to carry out the purchase that places an order in its Recommendations list, and order has been paid
It is immediately performed shipment order at the rear control module of selling goods, entire automatic vending process terminates.
Compared with the existing technology, the automatically vending system and method provided by the present invention based on Identification of Images, combines
Advanced portrait recognition technology and big data analysis method, can significantly improve the commodity of the Intelligent Business terminal such as automatic vending machine
Marketing efficiency and merchandise sales precision, to bring consumer's preferably consumption experience.
Only illustrate mentality of designing of the invention in one embodiment above, in the case where system allows, this hair
It is bright to be extended to while external more functional modules, to extend its function to greatest extent.
The technical principle of the invention is described above in combination with a specific embodiment.These descriptions are intended merely to explain of the invention
Principle, and shall not be construed in any way as a limitation of the scope of protection of the invention.Based on the explanation herein, the technology of this field
Personnel can associate with other specific embodiments of the invention without creative labor, these modes are fallen within
Within protection scope of the present invention.
Claims (10)
1. a kind of automatically vending system based on Identification of Images, which is characterized in that including Identification of Images module, interaction display mould
Block, control module of selling goods and Cloud Server；The Identification of Images module is used to detect and identify the feature of target person, and will
The characteristic is sent to the Cloud Server；The interactive display module is used for display of commodity information, Identification of Images information
And provide human-computer interaction function；It is described sell goods control module for control sell goods and shipment；The Cloud Server is for receiving, depositing
The characteristic is stored up and analyzes, and Auto-matching Recommendations based on the analysis results.
2. the automatically vending system according to claim 1 based on Identification of Images, which is characterized in that the interaction display mould
It is communicated between block and the control module of selling goods by Transmission Control Protocol；The Cloud Server and the Identification of Images module are handed over
It is communicated by wireless network between mutual display module and control module of selling goods.
3. the automatically vending system according to claim 1 based on Identification of Images, which is characterized in that the Identification of Images mould
Block includes camera unit and image identification unit；The camera unit converts the image into number for obtaining image
Image information is sent to described image recognition unit；Described image recognition unit leads to for receiving the digital image information
It crosses operation and identifies that character features in described image, the character features include that characteristics of human body, manpower feature and face are special
Sign.
4. the automatically vending system according to claim 1 based on Identification of Images, which is characterized in that the Identification of Images mould
Block, interactive display module and control module of selling goods are coupled in same Intelligent Business terminal.
5. the automatically vending system according to claim 4 based on Identification of Images, which is characterized in that the Intelligent Business is whole
End is Self-help vending machine, intelligent orange juice making device, automatic juice extractor, intelligent beverage drinker, self-service coffee machine, Intelligent tea making machine, self-service ice
Sharp icepro vending machine, automatic purchase medicine machine, unmanned convenience store, unattended shop, automatic selling pavilion, is squeezed the juice automatically and is sold at intelligent meal-selling machine
One of goods medium all-in-one machine is a variety of.
6. a kind of automatic vending method based on Identification of Images, which comprises the following steps:
(a) Identification of Images module, interactive display module, control module of selling goods and Cloud Server are provided；
(b) the Identification of Images module detects automatically and identifies the character features of current consumer, and by the character features number
According to being uploaded to the Cloud Server；
(c) Cloud Server analyzes the character features data, obtains the crowd's attribute and member's letter of the consumer
Breath；
(d) Cloud Server is according to the analysis result Auto-matching one or more recommendations commodity, and by the recommendation quotient
Product information is sent to the interactive display module；
(e) interactive display module shows the Recommendations information, receives the commodity purchasing instruction of the consumer, and to institute
It states control module of selling goods and sends shipment instruction；And
(f) control module of selling goods receives and executes the shipment instruction.
7. the automatic vending method according to claim 6 based on Identification of Images, which is characterized in that in step (b), institute
The character features for stating automatic detection current consumer include: to obtain image using camera unit and convert the image into number
Word image information.
8. the automatic vending method according to claim 7 based on Identification of Images, which is characterized in that in step (b), institute
The character features for stating automatic identification current consumer include: whether to have portrait in analysis described image；And works as and detect someone
When picture, the character features of the portrait are analyzed.
9. the automatic vending method according to claim 6 based on Identification of Images, which is characterized in that in step (e), institute
State receive the consumer commodity purchasing instruction include: receive the commodity selection of the consumer, commodity place an order and commodity payment
Instruction.
10. the automatic vending method according to claim 6 based on Identification of Images, which is characterized in that in step (e),
The interactive display module also shows the crowd's attribute and membership information of the consumer.
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| CN201710628174.6A CN109308762A (en) | 2017-07-28 | 2017-07-28 | A kind of automatically vending system and method based on Identification of Images |
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| CN111861589A (en) * | 2020-08-06 | 2020-10-30 | 中国农业大学 | Intelligent commodity recommending system and intelligent commodity recommending method for vending machine |
| CN111882365A (en) * | 2020-08-06 | 2020-11-03 | 中国农业大学 | Intelligent commodity recommendation system and method for efficient self-service vending machine |
| CN111861589B (en) * | 2020-08-06 | 2024-01-26 | 中国农业大学 | Intelligent commodity recommendation system and intelligent recommendation method for self-service vending machine |
| CN111882365B (en) * | 2020-08-06 | 2024-01-26 | 中国农业大学 | Intelligent commodity recommendation system and method for efficient self-service vending machine |
| CN111967942A (en) * | 2020-08-20 | 2020-11-20 | 渭南双盈未来科技有限公司 | Intelligent shopping method |
| CN112184385A (en) * | 2020-10-10 | 2021-01-05 | 鄢淑玲 | Unmanned wagon capable of actively identifying and promoting sales |
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