CN115760298A - Intelligent clothing store system based on face recognition and RFID technology and operation method - Google Patents
Intelligent clothing store system based on face recognition and RFID technology and operation method Download PDFInfo
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- CN115760298A CN115760298A CN202211489672.4A CN202211489672A CN115760298A CN 115760298 A CN115760298 A CN 115760298A CN 202211489672 A CN202211489672 A CN 202211489672A CN 115760298 A CN115760298 A CN 115760298A
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Abstract
The invention provides a garment intelligent store system based on face recognition and RFID technology, which comprises face recognition equipment, an RFID reader-writer, an RFID tag, a product selection module, an Internet of things management module, a user interaction module and a payment module; the face recognition device is configured to: the method comprises the steps that identity information of a user entering a store is matched through face feature information, historical consumption information of the user in the store is pushed to a selection module, and a store shopping guide person receives clothing data pushed by the selection module and accurately recommends according to a user label; the RFID reader is used for: reading RFID tag data, adhering the RFID tag to the clothing, associating the clothing in a database through the RFID tag, and managing the clothing through an internet of things management module; the selection module is used for: the clothing identified by the RFID is combined with the historical consumption data of the user, algorithm and retrieval are carried out through a database, a clothing recommendation assembling list is given, and the recommendation list is sent to the mobile terminal equipment.
Description
Technical Field
The invention belongs to the field of store systems, and particularly relates to a clothing intelligent store system based on face recognition and RFID technology and an operation method.
Background
At present, with the continuous improvement of living standard, the consumption ability of people to clothing is continuously improved, however, in the traditional clothing retail field, due to the fact that the traditional operation mode is poor in short board butt joint to market demands, and due to the fact that marketing management, manpower configuration are not in place and the like, shop operation efficiency is low, and inventory overstock is serious. And clothing class online shop market is because the classification is abundant, the delivery is high-efficient, and low cost, in addition to the timely assurance to market demand, make traditional clothing retail store pressure further increase, how to fuse traditional clothing store with high new technology, the effectual demand data of fully understanding collection and analysis customer promotes the high-efficient operation in store, realize the detailed management in store, reduce the stock pressure, improve the sales achievement, become the difficult problem that needs the solution urgently in the present traditional clothing retail field.
The principle of face recognition is to use a camera to collect an image or a video stream containing a face, automatically detect and track the face in the image, and further perform face recognition on the detected face, which is a biological recognition technology for performing identity recognition based on face feature information of a person, and the essence of the technology is image processing. The face recognition technology has three main types, the first is a front face recognition method based on geometric features; secondly, a face recognition method based on template matching; and thirdly, a face recognition method based on the model. On the technical level, the face recognition technology has shifted from 2D to 3D, which generates and analyzes a face image mainly by analyzing thermal radiation generated by facial blood, is unique, and is not easily masked and forged by makeup. Although the face recognition technology has a wide application prospect, compared with the fingerprint recognition technology and the retina recognition technology, the human face recognition technology has a large difference, including the influence of the direction, the intensity and the like of light, and uncertainty exists in the process of acquiring a face image, such as the fact that the human face image cannot be recognized and cannot be matched; the accuracy of face recognition is affected by wearing eyes, a hat, beard length and the like; and the recognition precision is not enough after the face is shaped.
Although the face recognition technology and the RFID technology are mature at present and are widely applied, the face recognition technology and the RFID technology are hardly developed and applied in the traditional clothing retail field, on one hand, the comprehensive quality of practitioners in the clothing industry is generally low, and a process is needed for accepting fresh things; secondly, the cost is too high in the early stage of popularization and application; thirdly, a plurality of applications exist in the market at present, but the applications are basically monomer individual technologies, and a complete comprehensive solution is not formed.
Therefore, a clothing intelligent store system and an operation method based on face recognition and RFID technology are needed.
Disclosure of Invention
The invention provides a garment intelligent store system based on face recognition and RFID technology and an operation method thereof, and solves the problems that in the prior art, the face recognition technology and the RFID technology are mature at present and are widely applied, but the face recognition technology and the RFID technology are hardly developed and applied in the traditional garment retail field, and the purchase conversion rate and the satisfaction degree of customers cannot be improved.
The technical scheme of the invention is realized as follows: the intelligent clothing store system based on the face recognition and RFID technology comprises face recognition equipment, an RFID reader-writer, an RFID tag, a product selection module, an internet of things management module, a user interaction module and a payment module;
the face recognition device is configured to: the method comprises the steps that identity information of a user entering a store is matched through face feature information, historical consumption information of the user in the store is pushed to a selection module, and a store shopping guide person receives clothing data pushed by the selection module and accurately recommends according to a user label;
the RFID reader is used for: reading RFID tag data, adhering the RFID tag to the clothing, associating the clothing in a database through the RFID tag, and managing the clothing through an internet of things management module;
the selection module is used for: the clothing identified by the RFID is combined with the historical consumption data of the user, algorithm and retrieval are carried out through a database, a clothing recommendation assembling list is given, and the recommendation list is sent to the mobile terminal equipment;
the internet of things management module is used for: performing classification management on the RFID label clothes, and classifying the clothes in a database;
the user interaction module is to: displaying the clothing information, and receiving user feedback through mobile terminal equipment of shopping guide personnel;
the payment module is to: the RFID tag is used for receiving payment of goods paid by a user and unlocking the RFID tag after receiving the payment of the goods.
The working principle is that the RFID electronic tag receives radio frequency signals sent by the reader after entering a magnetic field, product information stored in the electronic tag is sent out by means of energy obtained by induced current, and the product information is read and decoded by the reader and then sent to the application software system for data processing.
At present, the application of RFID technology at home and abroad is mature, and products derived and applied mainly have three types, namely passive RFID products which are the earliest and mature products at present and have the widest market application, including campus cards, meal cards, membership cards, bus cards, access cards, identity cards and the like; the active RFID product has the characteristics of remote automatic identification, including intelligent parking lots, intelligent transportation, smart cities and the like; and the third is a semi-active RFID product, which combines the advantages of passive and active RFID products, and can realize close-range activation, remote identification and data uploading, including whole-house intelligence, smart cloud storage and the like. The development of RFID technology is driven by application requirements, and the successful application of the technology greatly promotes the expansion of the application requirements.
As a preferred implementation, the RFID reader reads RFID tag information entering the magnetic field and submits the information to the user interaction module; the user interaction module displays the clothing information associated with the RFID label, inquires the assembling information of the clothing, and informs the warehouse to send the corresponding clothing to the fitting room, so that the user can directly try on the clothing in the fitting room.
As a preferred embodiment, the payment module comprises credit card payment, two-dimensional code scanning payment and third-party payment platform payment, and after receiving payment information, an unlocking signal is sent to the RFID tag through the RFID reader.
An intelligent clothing store system operation method based on face recognition and RFID technology comprises the following steps:
step 1: the face recognition equipment shoots the store-entering customer image;
step 2: sending the file to a background of a software system to match with an existing client proprietary file; if the customer does not have the exclusive file, establishing exclusive file data of the customer after the customer purchases the clothes for the first time;
and step 3: the background sends the matched relevant data of the customer to the mobile terminal equipment for receiving the shopping guide; if no customer data exists, the mobile terminal equipment displays blank;
step 4, guiding the customer to the front of the clothing display rack in the information according to the information displayed in the mobile terminal equipment by the shopping guide;
step 5, finding a corresponding garment, interacting with the intelligent large screen through the RFID electronic tag on the garment, and displaying the garment data through the intelligent large screen;
step 6, ordering by a customer through a smart large screen, and receiving the order by the warehouse according to the information corresponding to the clothing uploaded by the RFID electronic tag;
step 7, the corresponding clothes are sent to a fitting room by the warehouse staff;
step 8, the customer tries on the clothes, the clothes go to a cashier desk after meeting the requirements, and the clothes are placed on an RFID reader of the cashier desk;
step 9, the reader reads and combines the software system to set and print the ticket voucher, and stores the consumption data;
and step 10, the customer leaves the store after completing payment through the payment module.
In a preferred embodiment, the data information in step 4 includes a color, a type, a style and a consumption price range preferred by the customer.
After the technical scheme is adopted, the invention has the beneficial effects that: through face identification equipment quick identification old customer, the admission shopping guide carries out accurate recommendation based on old customer's consumption preference to combine the wisdom large-size screen to give and join in marriage the dress suggestion, warehouse staff cooperates proscenium shopping guide and in time prepares and sends the clothes of customer choosing to the fitting room, has practiced thrift customer's valuable time greatly and has promoted customer's consumption experience, thereby improves customer and purchases conversion rate and satisfaction.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without creative efforts.
FIG. 1 is a block diagram of the system of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The first embodiment is as follows:
as shown in fig. 1, the present embodiment further describes the functional effects of the modules in the overall technical solution by describing the system.
The intelligent clothing store system based on the face recognition technology and the RFID technology comprises face recognition equipment, an RFID reader-writer, an RFID tag, a product selection module, an internet of things management module, a user interaction module and a payment module; the face recognition device is configured to: the method comprises the steps that identity information of a user entering a store is matched through face feature information, historical consumption information of the user in the store is pushed to a selection module, and a store shopping guide person receives clothing data pushed by the selection module and accurately recommends according to a user label; the RFID reader is used for: reading RFID tag data, adhering the RFID tag to the clothing, associating the clothing in a database through the RFID tag, and managing the clothing through an internet of things management module; the selection module is used for: the clothing identified by the RFID is combined with the historical consumption data of the user, algorithm and retrieval are carried out through a database, a clothing recommendation assembling list is given, and the recommendation list is sent to the mobile terminal equipment; the internet of things management module is used for: performing classification management on the RFID label clothes, and classifying the clothes in a database; the user interaction module is to: displaying the clothing information, and receiving user feedback through mobile terminal equipment of shopping guide personnel; the payment module is to: the RFID tag is used for receiving payment of goods paid by a user and unlocking the RFID tag after receiving the payment of the goods.
The face recognition equipment is installed above the store entrance position of a store, customers are matched through face feature information, and the customers can be recognized through a face recognition technology, but the customers have consumption preferences which need mature member systems capable of landing for support, so that at present, in the field of clothing retail, the number of the member systems which can land well is not large; RFID technology has been applied in many mature brands of clothing, however, more be applied in links such as production node control, business turn over storehouse management and inventory, it is hardly recommended to be applied to retail collocation wisdom, through pushing customer's consumption information once to the mobile terminal equipment of shopping guide on the corresponding APP on the cell-phone, the shopping guide is according to the accurate customer fitting of recommending of customer label to wear to take, the RFID label is attached to the commodity and is correlated with the commodity in the database, manage by the thing allies oneself with management module, user interaction module is used for the show information, and receive the feedback from the user, can realize with the wisdom large-size screen, the selection module is independent of other module work, whole selection algorithm flow includes: the commodities identified by the RFID are combined with the characteristics of customers, algorithm and retrieval are carried out through a database, and a commodity recommendation assembly list is given, wherein the process is called person-goods matching.
Example two
On the basis of the first embodiment, the method and the system are convenient for users to understand by performing flow operation on the system flow.
An intelligent clothing store system operation method based on face recognition and RFID technology comprises the following steps:
step 1: the face recognition equipment shoots the store-entering customer image; step 2: sending the file to a background of a software system to match with an existing client proprietary file; if the customer does not have the exclusive file, establishing exclusive file data of the customer after the customer purchases the clothes for the first time; and 3, step 3: the background sends the matched relevant data of the customer to the mobile terminal equipment for receiving the shopping guide; if no customer data exists, the mobile terminal equipment displays blank; step 4, guiding the customer to the front of the clothing display rack in the information according to the information displayed in the mobile terminal equipment by the shopping guide; step 5, finding a corresponding garment, interacting with the intelligent large screen through the RFID electronic tag on the garment, and displaying the garment data through the intelligent large screen; step 6, ordering by a customer through a smart large screen, and receiving the order by the warehouse according to the information corresponding to the clothing uploaded by the RFID electronic tag; step 7, delivering the corresponding clothes to a fitting room by the warehouse staff; step 8, the customer tries on the clothes, the clothes go to a cashier desk after meeting the requirements, and the clothes are placed on an RFID reader of the cashier desk; step 9, the reader reads and combines a software system to set and print the ticket voucher, and stores the consumption data; and step 10, the customer leaves the store after completing payment through the payment module.
The above description is only for the purpose of illustrating the preferred embodiments of the present invention and should not be taken as limiting the scope of the present invention, which is intended to cover any modifications, equivalents, improvements, etc. within the spirit and scope of the present invention.
Claims (5)
1. The intelligent clothing store system based on the face recognition and RFID technology is characterized by comprising face recognition equipment, an RFID reader-writer, an RFID tag, a product selection module, an internet of things management module, a user interaction module and a payment module;
the face recognition device is configured to: the method comprises the steps that identity information of a user entering a store is matched through face feature information, historical consumption information of the user in the store is pushed to a choice module, and store shopping guide personnel receive clothing data pushed by the choice module and accurately recommend the clothing data according to a user label;
the RFID reader is used for: reading RFID tag data, adhering the RFID tag to the clothing, associating the clothing in a database through the RFID tag, and managing the clothing through an internet of things management module;
the selection module is used for: the clothing identified by the RFID is combined with the historical consumption data of the user, algorithm and retrieval are carried out through a database, a clothing recommendation assembling list is given, and the recommendation list is sent to the mobile terminal equipment;
the internet of things management module is used for: performing classification management on the RFID label clothes, and classifying the clothes in a database;
the user interaction module is to: displaying the clothing information, and receiving user feedback through mobile terminal equipment of shopping guide personnel;
the payment module is to: the RFID tag is used for receiving payment of goods paid by a user and unlocking the RFID tag after receiving the payment of the goods.
2. The intelligent clothing store system based on face recognition and RFID technology as claimed in claim 1, wherein: the RFID reader-writer reads the RFID label information entering the magnetic field and submits the information to the user interaction module; and the user interaction module displays the clothing information associated with the RFID label, inquires the assembling information of the clothing, and informs the warehouse to send the corresponding clothing to the fitting room.
3. The intelligent clothing store system based on face recognition and RFID technology as claimed in claim 1, wherein: the payment module comprises credit card payment, two-dimension code scanning payment and third-party payment platform payment, and after payment information is received, an unlocking signal is sent to the RFID label through the RFID reader.
4. An intelligent clothing store system operation method based on face recognition and RFID technology is characterized by comprising the following steps:
step 1: the face recognition equipment shoots the store-entering customer image;
step 2: sending the file to a background of a software system to match with an existing client proprietary file; if the customer does not have the exclusive file, establishing exclusive file data of the customer after the customer purchases the clothes for the first time;
and 3, step 3: the background sends the matched relevant data of the customer to the mobile terminal equipment for receiving shopping guide; if no customer data exists, the mobile terminal equipment displays blank;
step 4, guiding the customer to the front of the clothing display rack in the information according to the information displayed in the mobile terminal equipment by the shopping guide;
step 5, finding a corresponding garment, interacting with the intelligent large screen through the RFID electronic tag on the garment, and displaying the garment data through the intelligent large screen;
step 6, the customer performs ordering operation through the intelligent large screen, and the warehouse receives the corresponding information of the clothes uploaded by the RFID electronic tag to receive the order;
step 7, the corresponding clothes are sent to a fitting room by the warehouse staff;
step 8, the customer tries on the clothes, the clothes go to a cashier desk after meeting the requirements, and the clothes are placed on an RFID reader of the cashier desk;
step 9, the reader reads and combines a software system to set and print the ticket voucher, and stores the consumption data;
and step 10, the customer leaves the store after completing payment through the payment module.
5. The method as claimed in claim 5, wherein the information in step 4 includes color, style and consumption price range preferred by the customer.
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| CN202211489672.4A CN115760298A (en) | 2022-11-25 | 2022-11-25 | Intelligent clothing store system based on face recognition and RFID technology and operation method |
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| CN202211489672.4A CN115760298A (en) | 2022-11-25 | 2022-11-25 | Intelligent clothing store system based on face recognition and RFID technology and operation method |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117455580A (en) * | 2023-12-26 | 2024-01-26 | 厦门信达联科信息技术有限公司 | Store data collection method, device and equipment based on RFID positioning |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN117455580A (en) * | 2023-12-26 | 2024-01-26 | 厦门信达联科信息技术有限公司 | Store data collection method, device and equipment based on RFID positioning |
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