CN112270324B - Goods information analysis method and system by collecting customer display data - Google Patents
Goods information analysis method and system by collecting customer display data Download PDFInfo
- Publication number
- CN112270324B CN112270324B CN202011156291.5A CN202011156291A CN112270324B CN 112270324 B CN112270324 B CN 112270324B CN 202011156291 A CN202011156291 A CN 202011156291A CN 112270324 B CN112270324 B CN 112270324B
- Authority
- CN
- China
- Prior art keywords
- data
- camera
- terminal
- goods
- printer
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 238000004458 analytical method Methods 0.000 title claims description 12
- 238000000034 method Methods 0.000 claims abstract description 7
- 238000005516 engineering process Methods 0.000 claims description 12
- 238000007639 printing Methods 0.000 claims description 4
- 230000009466 transformation Effects 0.000 claims description 3
- 238000013480 data collection Methods 0.000 abstract 1
- 238000012544 monitoring process Methods 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000010276 construction Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
- G06V30/14—Image acquisition
- G06V30/148—Segmentation of character regions
- G06V30/153—Segmentation of character regions using recognition of characters or words
-
- 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Business, Economics & Management (AREA)
- Strategic Management (AREA)
- Multimedia (AREA)
- Accounting & Taxation (AREA)
- Development Economics (AREA)
- Finance (AREA)
- Entrepreneurship & Innovation (AREA)
- Data Mining & Analysis (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Game Theory and Decision Science (AREA)
- Economics (AREA)
- Marketing (AREA)
- General Business, Economics & Management (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention discloses a method and a system for analyzing goods information by collecting customer display data, relates to the field of goods data collection, and solves the problem that an online system of a small shop is not updated timely. The invention comprises that a camera (4) directly collects goods information data displayed by an outer screen (2) and sends the data to a terminal, or/and the camera (4) indirectly collects goods information data displayed by the outer screen (2) through a mirror (3) and sends the data to the terminal; and the terminal updates the stock shortage state of the goods of the online platform in real time according to the goods information data. The invention automatically updates the goods data of the online platform in real time, improves the sales and transaction amount of sellers, and simultaneously improves the viscosity and the satisfaction of customers.
Description
Technical Field
The invention relates to the field of goods data acquisition, in particular to a goods information analysis method and a system by acquiring customer display data.
Background
The online system updating of the small shops is not timely, and for the goods which arrive at the physical store and are sold, the online platform of the small shops, including the take-out platform, is thrown and displayed as a goods out-of-stock state, so that the sales and the transaction amount of sellers are influenced, and meanwhile, the viscosity of customers is reduced, and the customers are lost.
Disclosure of Invention
The technical problems to be solved by the invention are as follows: the invention provides a method and a system for analyzing goods information by collecting customer display data, which solve the problem that an online system is not updated timely.
The invention is realized by the following technical scheme:
the goods information analysis system comprises an outer screen, an inner screen, a base, a mirror and a camera, wherein the outer screen and the inner screen are arranged on the same base, the camera directly collects goods information data displayed by the outer screen and sends the data to a terminal, or/and the camera indirectly collects goods information data displayed by the outer screen through the mirror and sends the data to the terminal;
and the terminal updates the commodity price and the commodity shortage state of the online platform in real time according to the commodity information data.
Further, the mirror is arranged at the corner of the shop, the mirror is arranged on the corner of the shop, and the mirror is used for reflecting the external screen image to the lens of the camera.
Further, the system also comprises a printer, wherein the camera indirectly collects external screen data through a mirror, the camera indirectly collects printer states through the mirror or the camera directly collects the printer states, and the terminal judges order states displayed by the external screen according to the printer states;
when the printer is started, the terminal judges that the data displayed on the external screen at the moment comprises the types and the numbers of goods paid by the customer;
when the printer status is suspended, the terminal judges that the data displayed on the external screen at this time includes information on goods and the number of goods which the customer has not paid.
Further, the number of cameras is one.
A goods information analysis method by collecting customer display data comprises the following steps:
s1, a camera collects an external screen image and sends the external screen image to a terminal;
s2, the terminal converts the external screen image into order data based on an image recognition technology;
s3, the terminal judges order data, including commodity content and non-commodity content;
s4, when the terminal judges that the order data state is commodity content, the terminal updates the online platform according to the order data
The item data includes a name, a price, a category.
Further, the method also comprises the steps that the camera collects the image of the printer and sends the image to the terminal, and the terminal is based on image recognition
Converting the printer image into a printer state by the technology, and judging the printer state by the terminal;
when the printer is in a printing start state, the terminal judges that the data displayed on the external screen at the moment comprises the types and the numbers of goods paid by the customer;
when the printer status is suspended, the terminal judges that the data displayed on the external screen at this time includes the kind and number of goods which the customer has not paid for.
Further, the terminal determines the order data status based on the printer status.
Further, the camera indirectly collects the external screen image through a mirror arranged in the shop, and meanwhile, the camera directly collects the external screen image;
the terminal judges whether the image is adopted or not according to the condition of the obstacle in the image based on the order position in the image;
when the order positions in the images are all blocked, the terminal gives up the images;
and when the order positions in the image are all exposed, the terminal adopts the image.
Further, the system also comprises a terminal for splicing the two images through a perspective transformation algorithm function according to the directly acquired and indirectly acquired camera images, and then the order data in the images are obtained through analysis by adopting an image recognition technology.
Furthermore, the invention collects the data of the guest display screen, namely the external screen data in a new mode, and updates the online platform data in real time through the external screen data.
Furthermore, the mirror is arranged in a common shop and is used for monitoring and guarding against theft, the invention combines the mirror and the camera, under the existing condition, the problem that the camera cannot shoot a picture due to shielding of a customer is reduced, meanwhile, the data acquisition error caused by returning of the customer is prevented, when the customer returns, the data displayed by the external screen can be the final data and the order data before returning, but the invention combines the state data of the printer, and when the printer prints a receipt, the obtained external screen data is the data when the customer pays, namely the real sales data.
The image recognition technology adopted in the invention is a conventional image recognition technology and will not be described in detail.
The invention has the following advantages and beneficial effects:
the invention adopts a single camera to complete image acquisition by combining with a mirror, thereby saving the cost.
The invention combines the printer state to accurately measure the sales data.
The invention automatically updates the goods data of the online platform in real time, improves the sales and transaction amount of sellers, and simultaneously improves the viscosity and the satisfaction of customers.
Drawings
The accompanying drawings, which are included to provide a further understanding of embodiments of the invention and are incorporated in and constitute a part of this application, illustrate embodiments of the invention. In the drawings:
FIG. 1 is a schematic view of the apparatus of the present invention.
Fig. 2 is a top view of the light path of the present invention.
Fig. 3 is a schematic side view of the present invention.
In the drawings, the reference numerals and corresponding part names:
1. an inner screen; 2. an outer screen; 3. a mirror; 4. a camera; 5. a printer; 6. a base.
Detailed Description
Before any embodiments of the invention are explained in detail, it is to be understood that the invention is not limited in its application to the details of construction set forth in the following description or illustrated in the drawings. The invention is capable of other embodiments and of being practiced or of being carried out in various ways. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive improvements, are intended to fall within the scope of the invention.
1-3, the goods information analysis system comprises an outer screen 2, an inner screen 1, a base 6, a mirror 3 and a camera 4, wherein the outer screen 2 and the inner screen 1 are arranged on the same base 6, the camera 4 directly collects goods information data displayed by the outer screen 2 and sends the data to a terminal, or/and the camera 4 indirectly collects goods information data displayed by the outer screen 2 through the mirror 3 and sends the data to the terminal;
and the terminal updates the stock shortage state, the price and the type of the goods of the online platform in real time according to the goods information data.
Further, the mirror 3 is disposed at a corner of the shop, the mirror 3 is disposed at the corner of the shop, and the mirror 3 is used for reflecting the image of the external screen 2 to the lens of the camera 4.
Further, the system also comprises a printer 5, wherein the camera 4 indirectly collects data of the external screen 2 through the mirror 3, the camera 4 indirectly collects the state of the printer 5 through the mirror 3 or the camera 4 directly collects the state of the printer 5, and the terminal judges the order state displayed by the external screen 2 according to the state of the printer 5;
when the printer 5 is in a printing start state, the terminal judges that the data displayed on the external screen 2 at the moment comprises the type and the number of goods paid by a customer;
when the printer 5 is in a suspended state, the terminal judges that the data displayed on the external screen 2 at this time includes the kind and number of the items which the customer has not paid for.
Further, the number of cameras 4 is one.
A goods information analysis method by collecting customer display data comprises the following steps:
s1, a camera 4 collects images of an external screen 2 and sends the images to a terminal;
s2, the terminal converts the image of the external screen 2 into order data based on an image recognition technology;
s3, the terminal judges the order data states including a payment state and an unpaid state;
and S4, when the terminal judges that the order data state is a payment state, the terminal updates the goods data of the online platform according to the order data, wherein the goods data comprise names, prices and types.
Further, the method further comprises the steps that the camera 4 collects images of the printer 5 and sends the images to the terminal, the terminal converts the images of the printer 5 into the state of the printer 5 based on an image recognition technology, and the terminal judges the state of the printer 5;
when the printer 5 is in a printing start state, the terminal judges that the data displayed by the external screen 2 at the moment comprises goods information paid by a customer;
when the printer 5 is in a suspended state, the terminal judges that the data displayed on the external screen 2 at this time includes information of the goods which the customer has not paid for.
Further, the terminal judges the order data state based on the printer 5 state.
Further, the camera 4 indirectly collects the image of the outer screen 2 through the mirror 3 arranged in the shop, and meanwhile, the camera 4 directly collects the image of the outer screen 2;
the terminal judges whether the image is adopted or not according to the condition of the obstacle in the image based on the order position in the image;
when the order positions in the images are all blocked, the terminal gives up the images;
and when the order positions in the image are all exposed, the terminal adopts the image.
Further, the system also comprises a terminal for splicing the two images according to the directly acquired and indirectly acquired images of the camera 4 through a perspective transformation algorithm function, and then the order data in the images are obtained through analysis by adopting an image recognition technology.
Furthermore, the invention collects the data of the guest display screen, namely the data of the external screen 2 in a new mode, and updates the online platform data in real time through the data of the external screen 2.
Further, the mirror 3 is arranged in a common shop, so as to be used for monitoring and guarding against theft, the invention combines the mirror 3 with the camera 4, under the existing condition, the camera 4 can not take a picture due to shielding of a customer, meanwhile, the data acquisition error caused by returning of the customer is prevented, when the customer returns, the data displayed by the outer screen 2 can be the final data or the order data before returning, but the invention combines the state data of the printer 5, when the printer 5 prints a receipt, the obtained data of the outer screen 2 must be the data when the customer pays, namely the real sales data.
The image recognition technology adopted in the invention is a conventional image recognition technology and will not be described in detail.
The foregoing description of the embodiments has been provided for the purpose of illustrating the general principles of the invention, and is not meant to limit the scope of the invention, but to limit the invention to the particular embodiments, and any modifications, equivalents, improvements, etc. that fall within the spirit and principles of the invention are intended to be included within the scope of the invention.
Claims (5)
1. The goods information analysis system comprises an outer screen (2), an inner screen (1), a base (6), a mirror (3) and a camera (4), wherein the outer screen (2) and the inner screen (1) are arranged on the same base (6), and the goods information analysis system is characterized in that the camera (4) directly collects goods information data displayed by the outer screen (2) and sends the data to a terminal, or/and the camera (4) indirectly collects goods information data displayed by the outer screen (2) through the mirror (3) and sends the data to the terminal;
the terminal updates the goods shortage state of the online platform in real time according to the goods information data;
the mirror (3) is arranged at a corner of the shop, and the mirror (3) is used for reflecting the image of the outer screen (2) to the lens of the camera (4);
the system comprises a camera (4), a printer (5) and a terminal, wherein the camera (4) indirectly collects data of an external screen (2) through a mirror (3), the camera (4) indirectly collects the state of the printer (5) through the mirror (3) or the camera (4) directly collects the state of the printer (5), and the terminal judges the order state displayed by the external screen (2) according to the state of the printer (5);
when the printer (5) is in a printing start state, the terminal judges that the data displayed on the external screen (2) at the moment comprises goods information, types and numbers paid by customers;
when the printer (5) is in a suspended state, the terminal judges that the data displayed on the external screen (2) at the moment comprises information, types and numbers of goods which are not paid by the customer;
the number of cameras (4) is one.
2. A method for analyzing the information of the goods applied to the system for analyzing the information of the goods by collecting the custom data according to claim 1, comprising the steps of:
s1, a camera (4) collects images of an external screen (2) and sends the images to a terminal;
s2, the terminal converts the image of the external screen (2) into order data based on an image recognition technology;
s3, the terminal judges the order data content, including commodity information and non-commodity information;
s4, when the terminal judges that the order data content is commodity information, the terminal updates the commodity data of the online platform according to the order data, wherein the commodity data comprises names, prices and types;
the terminal updates the goods shortage state of the online platform in real time according to the goods information data;
the mirror (3) is arranged at a corner of the shop, and the mirror (3) is used for reflecting the image of the outer screen (2) to the lens of the camera (4);
the system comprises a camera (4), a printer (5) and a terminal, wherein the camera (4) indirectly collects data of an external screen (2) through a mirror (3), the camera (4) indirectly collects the state of the printer (5) through the mirror (3) or the camera (4) directly collects the state of the printer (5), and the terminal judges the order state displayed by the external screen (2) according to the state of the printer (5);
the number of cameras (4) is one.
3. The item information analysis method by collecting customer display data according to claim 2, wherein the terminal judges the order data status based on the printer (5) status.
4. A method for analyzing information of goods by collecting customer display data according to any one of claims 2-3, characterized in that the camera (4) indirectly collects images of the external screen (2) through the mirror (3) arranged in the shop, and the camera (4) directly collects images of the external screen (2);
the terminal judges whether the image is adopted or not according to the condition of the obstacle in the image based on the order position in the image;
when the order positions in the images are all blocked, the terminal gives up the images;
and when the order positions in the image are all exposed, the terminal adopts the image.
5. The method for analyzing the information of the goods by collecting the customer display data according to any one of claims 2 to 3, further comprising the steps that the terminal obtains the order data in the two images by combining the two images through a perspective transformation algorithm function according to the directly collected and indirectly collected images of the camera (4) and analyzing the two images by adopting an image recognition technology.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011156291.5A CN112270324B (en) | 2020-10-26 | 2020-10-26 | Goods information analysis method and system by collecting customer display data |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011156291.5A CN112270324B (en) | 2020-10-26 | 2020-10-26 | Goods information analysis method and system by collecting customer display data |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN112270324A CN112270324A (en) | 2021-01-26 |
| CN112270324B true CN112270324B (en) | 2024-03-01 |
Family
ID=74341421
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202011156291.5A Active CN112270324B (en) | 2020-10-26 | 2020-10-26 | Goods information analysis method and system by collecting customer display data |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN112270324B (en) |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2000022955A1 (en) * | 1998-10-21 | 2000-04-27 | Eric Fischer | System for supporting the selection of articles with the aid of a video camera |
| CN204833350U (en) * | 2015-08-07 | 2015-12-02 | 杨国强 | Interactive commodity of many screens show inquiry transaction terminating machine |
| JP2016146026A (en) * | 2015-02-06 | 2016-08-12 | パナソニックＩｐマネジメント株式会社 | Customer analysis method and analysis device |
| CN108230553A (en) * | 2018-01-12 | 2018-06-29 | 上海首东供应链管理有限公司 | A kind of mirror image visual identity Self-help vending machine system |
| WO2018161363A1 (en) * | 2017-03-07 | 2018-09-13 | 深圳市楼通宝实业有限公司 | Self-service vending method and system |
| CN208400169U (en) * | 2018-02-28 | 2019-01-18 | 陈旭 | Glasses Acquisition Management Information System |
| WO2019218303A1 (en) * | 2018-05-17 | 2019-11-21 | 深圳前海达闼云端智能科技有限公司 | Smart vending machine, object recognition method and device, server, and storage medium |
-
2020
- 2020-10-26 CN CN202011156291.5A patent/CN112270324B/en active Active
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2000022955A1 (en) * | 1998-10-21 | 2000-04-27 | Eric Fischer | System for supporting the selection of articles with the aid of a video camera |
| JP2016146026A (en) * | 2015-02-06 | 2016-08-12 | パナソニックＩｐマネジメント株式会社 | Customer analysis method and analysis device |
| CN204833350U (en) * | 2015-08-07 | 2015-12-02 | 杨国强 | Interactive commodity of many screens show inquiry transaction terminating machine |
| WO2018161363A1 (en) * | 2017-03-07 | 2018-09-13 | 深圳市楼通宝实业有限公司 | Self-service vending method and system |
| CN108230553A (en) * | 2018-01-12 | 2018-06-29 | 上海首东供应链管理有限公司 | A kind of mirror image visual identity Self-help vending machine system |
| CN208400169U (en) * | 2018-02-28 | 2019-01-18 | 陈旭 | Glasses Acquisition Management Information System |
| WO2019218303A1 (en) * | 2018-05-17 | 2019-11-21 | 深圳前海达闼云端智能科技有限公司 | Smart vending machine, object recognition method and device, server, and storage medium |
Non-Patent Citations (3)
| Title |
|---|
| Automated shopping experience using real-time IoT;Krishnamoorthy, A.，等;Advances in Intelligent Systems and Computing;第209-222页 * |
| 基于Django框架的智能商务监控系统的设计;夏志富，等;微型机与应用;第35卷(第12期);第21-23，27页 * |
| 干散货自动清舱监控系统的信息平台设计与实现;徐青;上海船舶运输科学研究所学报(第02期);第67-71页 * |
Also Published As
| Publication number | Publication date |
|---|---|
| CN112270324A (en) | 2021-01-26 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN111626681B (en) | Image recognition system for inventory management | |
| US11107046B2 (en) | Secondary market and vending system for devices | |
| US8781910B2 (en) | Automobile history information delivery system | |
| US8794524B2 (en) | Smart scanning system | |
| US7168618B2 (en) | Retail store method and system | |
| EP2548184B1 (en) | Apparatus and method for recycling mobile phones | |
| CN109726759B (en) | Unmanned vending method, device, system, electronic equipment and computer readable medium | |
| JP2002512579A (en) | Barcode reader for fuel dispenser | |
| US20040111324A1 (en) | Integrated point-of-sale and surveillance system | |
| DE202009019027U1 (en) | Secondary market and sales system for devices | |
| CN108629591A (en) | Sales data processing unit and control method, terminal device | |
| US9569938B1 (en) | Video content analysis using point of sale data | |
| CN105989512A (en) | Commodity sale system and corresponding method | |
| US20210224773A1 (en) | Automatic product identification in inventories based on multimodal sensor operation | |
| WO2016039540A1 (en) | Integrated shop management program in integrated management system for shop visualized in real time online | |
| US8061603B2 (en) | Controlling shopper checkout throughput | |
| CN114119001B (en) | Intelligent management and analysis platform for cash collection of commodity sales based on artificial intelligence | |
| CN102013143A (en) | Self checkout terminal and control method of the same | |
| EP0973112A2 (en) | System and method of managing competitive price information | |
| JP2010026745A (en) | Pos terminal | |
| CN107665556A (en) | Image information processing device and its control method | |
| JP2000315278A (en) | Automatic vending machine system | |
| CN112270324B (en) | Goods information analysis method and system by collecting customer display data | |
| CN208673467U (en) | RFID self-service with function of weighing purchases intelligent cashier system | |
| CN116579717A (en) | Store jewelry management system |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |