CN111080399A - Commodity information processing method and device - Google Patents
Commodity information processing method and device Download PDFInfo
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Abstract
The invention provides a commodity information processing method and a commodity information processing device, wherein the method comprises the following steps: scanning a bar code of a commodity to be put on a shelf to obtain a commodity name of the commodity to be put on the shelf; acquiring a package image of the commodity to be shelved, and processing the package image to obtain commodity information of the commodity to be shelved; and storing the commodity name and the commodity information of the commodity to be put on the shelf. By the commodity information processing method and the commodity information processing device, workload of workers who perform new operation when commodities are put on shelves can be reduced, and processing efficiency of the new operation of the commodities is improved.
Description
Technical Field
The invention relates to the technical field of computers, in particular to a commodity information processing method and device.
Background
Currently, in an electronic commerce system, when a commodity to be shelved in the electronic commerce system is required to be manually renewed by the commodity to be shelved.
When a new operation of the commodity is performed, commodity information (such as commodity name, commodity type, commodity specification, production date and manufacturer) of the commodity to be shelved needs to be manually input into an electronic commerce system. When the commodities are put on shelves and sold in the electronic commerce system, the user can browse the commodity information of the newly put commodities.
The commodity updating operation process is mainly completed manually, and the defects that the commodity updating operation processing efficiency is low and mistakes are easy to occur are overcome.
Disclosure of Invention
In order to solve the above problem, an object of the embodiments of the present invention is to provide a method and an apparatus for processing commodity information.
In a first aspect, an embodiment of the present invention provides a method for processing commodity information, including:
scanning a bar code of a commodity to be put on a shelf to obtain a commodity name of the commodity to be put on the shelf;
acquiring a package image of the commodity to be shelved, and processing the package image to obtain commodity information of the commodity to be shelved;
and storing the commodity name and the commodity information of the commodity to be put on the shelf.
In a second aspect, an embodiment of the present invention further provides a commodity information processing apparatus, including:
the scanning module is used for scanning the bar codes of the commodities to be put on the shelf to obtain the commodity names of the commodities to be put on the shelf;
the processing module is used for acquiring a package image of the commodity to be placed on the shelf, and processing the package image to obtain commodity information of the commodity to be placed on the shelf;
and the storage module is used for storing the commodity name and the commodity information of the commodity to be put on the shelf.
In a third aspect, the present invention further provides a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and when the computer program is executed by a processor, the computer program performs the steps of the method in the first aspect.
In a fourth aspect, an embodiment of the present invention further provides a product information processing apparatus, which includes a memory, a processor, and one or more programs, where the one or more programs are stored in the memory and configured to be executed by the processor to perform the steps of the method according to the first aspect.
In the solutions provided in the foregoing first to fourth aspects of the embodiments of the present invention, the commodity name of the commodity to be shelved is obtained by scanning the barcode of the commodity, and the commodity image is processed to obtain the commodity information of the commodity to be shelved, and then the obtained commodity name and commodity information of the commodity to be shelved can be stored.
In order to make the aforementioned and other objects, features and advantages of the present invention comprehensible, preferred embodiments accompanied with figures are described in detail below.
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, 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 the drawings without creative efforts.
FIG. 1 is a block diagram of a server that can be used in embodiments of the present invention;
fig. 2 is a flowchart illustrating a commodity information processing method according to embodiment 1 of the present invention;
fig. 3 is a schematic structural diagram of a commodity information processing apparatus provided in embodiment 2 of the present invention;
fig. 4 is a schematic structural diagram of another commodity information processing apparatus provided in embodiment 3 of the present invention.
Detailed Description
Currently, in an electronic commerce system, when a commodity to be shelved in the electronic commerce system is required to be manually renewed by the commodity to be shelved. The new operation of the commodity is that the worker inputs the commodity information of the commodity to be shelved into a database system for storing the commodity information in the electronic commerce system. When the commodities are put on shelves and sold in the electronic commerce system, the user can browse the commodity information of the newly put commodities. The commodity updating operation process is mainly completed manually, and the defects that the commodity updating operation processing efficiency is low and mistakes are easy to occur are overcome.
Based on this, the embodiment of the application provides a commodity information processing method and device, the commodity name of the commodity to be put on shelf is obtained by scanning the bar code of the commodity, the commodity image is processed, the commodity information of the commodity to be put on shelf is obtained, then the obtained commodity name and commodity information of the commodity to be put on shelf can be stored, the commodity information of the commodity to be put on shelf can be obtained and stored only by scanning the bar code of the commodity to be put on shelf and the packaging image of the commodity to be put on shelf, and the workload of workers who perform new operation when the commodity is put on shelf is reduced.
Fig. 1 shows a block diagram of a server applicable to an embodiment of the present invention. As shown in fig. 1, the server 200 includes: memory 201, processor 202, and network module 203.
The memory 201 may be used to store software programs and modules, such as program instructions/modules corresponding to the commodity information processing method and apparatus in the embodiments of the present invention, and the processor 202 executes various functional applications and data processing by running the software programs and modules stored in the memory 201, so as to implement the commodity information processing method in the embodiments of the present invention. Memory 201 may include high speed random access memory and may also include non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid-state memory. Further, the software programs and modules may further include: an operating system 221 and a service module 222. The operating system 221, which may be LINUX, UNIX, WINDOWS, for example, may include various software components and/or drivers for managing system tasks (e.g., memory management, storage device control, power management, etc.), and may communicate with various hardware or software components to provide an operating environment for other software components. The service module 222 runs on the basis of the operating system 221, and monitors a request from the network through the network service of the operating system 221, completes corresponding data processing according to the request, and returns a processing result to the client. That is, the service module 222 is used to provide network services to clients.
The network module 203 is used for receiving and transmitting network signals. The network signal may include a wireless signal or a wired signal.
It will be appreciated that the configuration shown in fig. 1 is merely illustrative and that server 200 may include more or fewer components than shown in fig. 1 or have a different configuration than shown in fig. 1. The components shown in fig. 1 may be implemented in hardware, software, or a combination thereof. In addition, the server in the embodiment of the present invention may further include a plurality of servers with different specific functions.
In order to execute the method and the apparatus for processing commodity information according to the embodiment of the present application, the server needs to connect a barcode scanning device capable of scanning barcodes and an image capture device, run a program capable of implementing an Optical Character Recognition (OCR) technology, and be provided with a commodity database.
The code scanning device is used for scanning the bar codes of the commodities to be placed on the shelves, identifying the commodity names of the commodities to be placed on the shelves and sending the identified commodity names to the server.
The image acquisition equipment is used for acquiring the commodity image and the package image of the commodity to be placed on the shelf.
The program capable of realizing the OCR technology is used for recognizing text data displayed on a package image of a commodity to be placed on a shelf.
And the commodity database is used for storing commodity names, commodity information, commodity images, packaging images and description texts of the commodities on shelves.
The commodity image is an image for displaying the appearance of a commodity to be shelved.
The package image is an image for displaying the appearance of the package of the commodity to be shelved.
The package image, comprising a package surface having textual data describing the goods to be shelved.
The description text is used for explaining the functions and the use experience of the commodity.
In order to make the aforementioned objects, features and advantages of the present application more comprehensible, the present application is described in further detail with reference to the accompanying drawings and the detailed description.
Example 1
Referring to a flowchart of a commodity information processing method shown in fig. 2, the present embodiment proposes a commodity information processing method, including:
In step 100, the image capturing device connected to the server detects whether a commodity (or a package of the commodity) is placed in the image capturing area, and when the commodity or the package of the commodity is detected to be placed in the image capturing area, the image capturing device continues to detect the barcode on the commodity or the package of the commodity, and if the commodity is detected to carry the barcode, the image capturing device notifies the server to scan the barcode of the commodity. After the server obtains the barcode scanning notification of the image acquisition equipment, the server controls the barcode scanning equipment to scan the barcode carried on the commodity, so that the commodity name of the commodity to be put on the shelf is obtained.
102, obtaining a package image of a commodity to be placed on a shelf, and processing the package image to obtain commodity information of the commodity to be placed on the shelf.
In step 102, the image capturing device connected to the server detects the commodity located in the image capturing area, and when the staff places the package of the commodity to be shelved or the commodity to be shelved in the image capturing area, the image capturing device detects that the package of the commodity or the commodity exists in the image capturing area, so as to capture an image of the package of the commodity in the image capturing area to obtain an image of the package of the commodity, or capture an image of the commodity in the image capturing area to obtain an image of the commodity.
An image of a package of the item to be shelved having textual data describing the item to be shelved, the textual data including, but not limited to: the item information corresponding to different item names and different item names of the goods to be placed on the shelf respectively, and the publicity terms of the goods to be placed on the shelf.
And the item name is used for representing the attribute of the commodity to be placed on the shelf.
Different item names for the goods, related to the kind of goods, if the goods to be shelved are food, the item names include, but are not limited to: commodity category, commodity specification, manufacturer name, manufacturer address, ingredient table, nutrient composition table, production date, shelf life, and storage conditions. If the item to be shelved is an electronic product, the item name includes, but is not limited to: commodity category, commodity specification, manufacturer name, manufacturer address, CPU model, battery capacity, memory capacity, and memory capacity.
And the entry information corresponding to different entry names is used for representing the specific content of the entry names. Such as: when the item name is the production date, the item information corresponding to the item name is the specific production date of the goods to be shelved: year 2019, month 10 and day 2.
The image acquisition device can adopt any existing target detection technology to detect commodities in the image acquisition area, barcodes on the commodities and packages of the commodities, and specific processes are not repeated herein.
In the step 102, in order to process the package image and obtain the product information of the product to be shelved, the following steps (1) to (2) may be performed:
(1) recognizing text data describing the goods to be shelved in the package image based on an Optical Character Recognition (OCR) technology;
(2) and inquiring the entry information corresponding to the entry name to be filled in the commodity information from the text data to obtain the commodity information of the commodity to be put on the shelf.
Specifically, in order to obtain the commodity information of the commodity to be shelved, the step (2) may perform the following steps: and inquiring commodity information corresponding to the commodity category from the server based on the identified commodity category, and inquiring item information corresponding to the item names from the identified text data according to the item names required to be filled in the inquired commodity information, so as to obtain the commodity information of the commodity to be shelved.
And 104, storing the commodity name and the commodity information of the commodity to be put on the shelf.
In the step 104, the server stores the commodity name and the commodity information of the commodity to be shelved in the commodity database.
In the related art, in order to attract users to purchase goods, the electronic commerce system explains the functions and the use experience of the goods on the shelf through a description text. The description text is usually written by a worker after the worker knows the appearance and the function of the commodity to be shelved, and the worker needs to spend a certain time on knowing the appearance and the function of the commodity to be shelved and writing the description text, so that the processing speed of the description text is slow. In order to increase the processing speed of the description text, the merchandise information processing method provided by this embodiment may perform the following steps:
and inputting the commodity information of the commodity to be placed on the shelf into a description text generation model to obtain a description text of the commodity to be placed on the shelf.
The description text generation model can adopt any deep learning model capable of automatically generating text description according to the image. The deep learning model includes but is not limited to: a neural Image description generator (NIC), a Spatial and channel Attention mechanism-based Convolutional neural network (SCA-CNN), and a guided long-short memory Image description generator (gilstm).
In order to enable the deep learning model to generate the description text of the goods to be shelved, the server needs to run the program of the deep learning model, and input the goods information and the goods image of the shelved goods stored in the goods database into the deep learning model. And setting the label of the description text generation model as a description text of the commodity, so that commodity information and commodity images of the commodities on shelves, which are stored in the commodity database, are input into the deep learning model and then trained to obtain the description text generation model. Therefore, the description text of the commodity to be placed on the shelf can be obtained through the trained description text generation model.
Specifically, the step of inputting the commodity information of the commodity to be shelved into the description text generation model to obtain the description text of the commodity to be shelved may be to perform the following steps (1) to (2):
(1) acquiring a commodity image of the commodity to be put on a shelf;
(2) inputting the commodity image and the commodity information of the commodity to be shelved into the description text generation model, enabling the description text generation model to determine a commodity set similar to the commodity to be shelved from the shelved commodities according to the commodity image and the commodity information of the commodity to be shelved, acquiring the description text of each commodity in the commodity set, and processing the description text of each commodity in the commodity set and the commodity information of the commodity to be shelved to obtain the description text of the commodity to be shelved.
In the step (2), the description text generation model determines a product set similar to the product to be shelved from the shelved products according to the product image and the product information of the product to be shelved, obtains the description text of each product in the product set, and processes the description text of each product in the product set and the product information of the product to be shelved to obtain the description text of the product to be shelved, which can be implemented by any flow capable of automatically generating text description according to an image in the prior art, and is not described herein again.
It can be seen from the above contents that the commodity image and the commodity information of the commodity to be shelved are input into the description text generation model, so that the description text generation model determines a commodity set similar to the commodity to be shelved from the shelved commodities, and then the description text of the commodity to be shelved can be obtained by processing the description text of each commodity in the commodity set and the commodity information of the commodity to be shelved, and the whole process of obtaining the commodity description text to be shelved does not need manual participation, so that the time for generating the description text can be saved, and the processing speed of the commodity description text can be greatly improved.
After the commodity information and the description text of the commodity to be placed on the shelf are obtained, the commodity information and the description text of the commodity to be placed on the shelf are displayed to a worker for auditing, and the worker can fill in items which cannot be automatically generated, such as commodity price, promotion strength, suppliers and the like in the commodity information while auditing the commodity information and the description text, so that the commodity information is perfected. After the commodity information is perfected and the commodity information and the description text are checked by the staff, the commodity information and the description text of the commodity to be placed on the shelf are stored in the commodity database, and the new operation of the commodity is completed.
In summary, the present embodiment provides a commodity information processing method, in which a barcode of a commodity is scanned to obtain a commodity name of the commodity to be shelved, and the commodity image is processed to obtain commodity information of the commodity to be shelved, and then the obtained commodity name and the commodity information of the commodity to be shelved can be stored.
Example 2
The present embodiment proposes a commodity information processing apparatus for executing the commodity information processing method proposed in embodiment 1 above.
Referring to a schematic structural diagram of a product information processing apparatus shown in fig. 3, the product information processing apparatus proposed in this embodiment includes:
the scanning module 300 is configured to scan a barcode of a commodity to be shelved to obtain a commodity name of the commodity to be shelved;
the processing module 302 is configured to obtain a package image of the commodity to be placed on a shelf, and process the package image to obtain commodity information of the commodity to be placed on the shelf;
the storage module 304 is configured to store the commodity name and the commodity information of the commodity to be put on shelf.
Specifically, the processing module 302 is configured to process the package image to obtain the commodity information of the commodity to be shelved, and includes:
recognizing text data describing the goods to be shelved in the package image based on an Optical Character Recognition (OCR) technology;
and inquiring the item information corresponding to the item name to be filled in the commodity information from the text data to obtain the commodity information of the commodity to be put on the shelf.
In the related art, in order to attract users to purchase goods, the electronic commerce system explains the functions and the use experience of the goods on the shelf through a description text. The description text is usually written by a worker after the worker knows the appearance and the function of the commodity to be shelved, and the worker needs to spend a certain time on knowing the appearance and the function of the commodity to be shelved and writing the description text, so that the processing speed of the description text is slow. In order to increase the processing speed of the description text, the merchandise information processing apparatus according to this embodiment further includes:
the second processing module is used for inputting the commodity information of the commodity to be placed on the shelf into the description text generation model to obtain the description text of the commodity to be placed on the shelf; the description text is used for explaining the functions and the use experience of the commodity.
The second processing module is specifically configured to:
acquiring a commodity image of the commodity to be put on a shelf;
inputting the commodity image and the commodity information of the commodity to be shelved into the description text generation model, enabling the description text generation model to determine a commodity set similar to the commodity to be shelved from the shelved commodities according to the commodity image and the commodity information of the commodity to be shelved, acquiring the description text of each commodity in the commodity set, and processing the description text of each commodity in the commodity set, the commodity name of the commodity to be shelved and the commodity information to obtain the description text of the commodity to be shelved.
It can be seen from the above contents that the commodity image and the commodity information of the commodity to be shelved are input into the description text generation model, so that the description text generation model determines a commodity set similar to the commodity to be shelved from the shelved commodities, and then the description text of the commodity to be shelved can be obtained by processing the description text of each commodity in the commodity set and the commodity information of the commodity to be shelved, and the whole process of obtaining the commodity description text to be shelved does not need manual participation, so that the time for generating the description text can be saved, and the processing speed of the commodity description text can be greatly improved.
In summary, the present embodiment provides a commodity information processing apparatus, which obtains the commodity name of the commodity to be shelved by scanning the barcode of the commodity, processes the commodity image, obtains the commodity information of the commodity to be shelved, and then stores the obtained commodity name and commodity information of the commodity to be shelved, and compared with a mode in which the commodity information of the commodity to be shelved needs to be manually entered into an electronic commerce system in the related art, the commodity information of the commodity to be shelved can be obtained and stored only by scanning the barcode of the commodity to be shelved and processing the package image of the commodity to be shelved, so that the workload of a worker who performs new operations when the commodity is shelved is reduced, the processing efficiency of the new operations on the commodity is greatly improved, and mistakes are not easily made.
Example 3
The present embodiment proposes a computer-readable storage medium having stored thereon a computer program which, when executed by a processor, performs the steps of the merchandise information processing method described in embodiment 1 above. For specific implementation, refer to method embodiment 1, which is not described herein again.
In addition, referring to another schematic structural diagram of the commodity information processing device shown in fig. 4, the present embodiment also proposes a commodity information processing device, which includes a bus 51, a processor 52, a transceiver 53, a bus interface 54, a memory 55, and a user interface 56. The commodity information processing device includes a memory 55.
In this embodiment, the commodity information processing apparatus further includes: one or more programs stored on the memory 55 and executable on the processor 52, configured to be executed by the processor for performing the following steps (1) to (3):
(1) scanning a bar code of a commodity to be put on a shelf to obtain a commodity name of the commodity to be put on the shelf;
(2) acquiring a package image of the commodity to be shelved, and processing the package image to obtain commodity information of the commodity to be shelved;
(3) and storing the commodity name and the commodity information of the commodity to be put on the shelf. A transceiver 53 for receiving and transmitting data under the control of the processor 52.
In fig. 4, a bus architecture (represented by bus 51), bus 51 may include any number of interconnected buses and bridges, with bus 51 linking together various circuits including one or more processors, represented by general purpose processor 52, and memory, represented by memory 55. The bus 51 may also link various other circuits such as peripherals, voltage regulators, power management circuits, and the like, which are well known in the art, and therefore, will not be described any further in this embodiment. A bus interface 54 provides an interface between the bus 51 and the transceiver 53. The transceiver 53 may be one element or may be multiple elements, such as multiple receivers and transmitters, providing a means for communicating with various other apparatus over a transmission medium. For example: the transceiver 53 receives external data from other devices. The transceiver 53 is used for transmitting data processed by the processor 52 to other devices. Depending on the nature of the computing system, a user interface 56, such as a keypad, display, speaker, microphone, joystick, may also be provided.
The processor 52 is responsible for managing the bus 51 and the usual processing, running a general-purpose operating system as described above. And memory 55 may be used to store data used by processor 52 in performing operations.
Alternatively, processor 52 may be, but is not limited to: a central processing unit, a singlechip, a microprocessor or a programmable logic device.
It will be appreciated that the memory 55 in embodiments of the invention may be either volatile memory or nonvolatile memory, or may include both volatile and nonvolatile memory. The non-volatile Memory may be a Read-Only Memory (ROM), a Programmable ROM (PROM), an Erasable PROM (EPROM), an Electrically Erasable PROM (EEPROM), or a flash Memory. Volatile Memory can be Random Access Memory (RAM), which acts as external cache Memory. By way of example, but not limitation, many forms of RAM are available, such as Static random access memory (Static RAM, SRAM), Dynamic Random Access Memory (DRAM), Synchronous Dynamic random access memory (Synchronous DRAM, SDRAM), Double Data rate Synchronous Dynamic random access memory (ddr SDRAM ), Enhanced Synchronous SDRAM (ESDRAM), Synchlink DRAM (SLDRAM), and direct memory bus RAM (DRRAM). The memory 55 of the systems and methods described in this embodiment is intended to comprise, without being limited to, these and any other suitable types of memory.
In some embodiments, memory 55 stores the following elements, executable modules or data structures, or a subset thereof, or an expanded set thereof: an operating system 551 and application programs 552.
The operating system 551 includes various system programs, such as a framework layer, a core library layer, a driver layer, and the like, for implementing various basic services and processing hardware-based tasks. The application 552 includes various applications, such as a Media Player (Media Player), a Browser (Browser), and the like, for implementing various application services. A program implementing the method of an embodiment of the present invention may be included in the application 552.
In summary, according to the computer-readable storage medium and the commodity information processing device provided by this embodiment, the commodity name of the commodity to be shelved is obtained by scanning the barcode of the commodity, the commodity image is processed, and after the commodity information of the commodity to be shelved is obtained, the obtained commodity name and the commodity information of the commodity to be shelved can be stored.
The above description is only for the specific embodiments of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art can easily conceive of the changes or substitutions within the technical scope of the present invention, and all the changes or substitutions should be covered within the scope of the present invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (10)
1. A commodity information processing method, characterized by comprising:
scanning a bar code of a commodity to be put on a shelf to obtain a commodity name of the commodity to be put on the shelf;
acquiring a package image of the commodity to be shelved, and processing the package image to obtain commodity information of the commodity to be shelved;
and storing the commodity name and the commodity information of the commodity to be put on the shelf.
2. The method of claim 1, wherein processing the package image to obtain merchandise information for the merchandise to be shelved comprises:
recognizing text data describing the goods to be shelved in the package image based on an Optical Character Recognition (OCR) technology;
and inquiring the item information corresponding to the item name to be filled in the commodity information from the text data to obtain the commodity information of the commodity to be put on the shelf.
3. The method of claim 1, further comprising:
inputting commodity information of the commodity to be placed on a shelf into a description text generation model to obtain a description text of the commodity to be placed on the shelf; the description text is used for explaining the functions and the use experience of the commodity.
4. The method of claim 3, wherein inputting the commodity information of the commodity to be shelved into a description text generation model to obtain a description text of the commodity to be shelved comprises:
acquiring a commodity image of the commodity to be put on a shelf;
inputting the commodity image and the commodity information of the commodity to be shelved into the description text generation model, enabling the description text generation model to determine a commodity set similar to the commodity to be shelved from the shelved commodities according to the commodity image and the commodity information of the commodity to be shelved, acquiring the description text of each commodity in the commodity set, and processing the description text of each commodity in the commodity set, the commodity name of the commodity to be shelved and the commodity information to obtain the description text of the commodity to be shelved.
5. An article information processing apparatus characterized by comprising:
the scanning module is used for scanning the bar codes of the commodities to be put on the shelf to obtain the commodity names of the commodities to be put on the shelf;
the processing module is used for acquiring a package image of the commodity to be placed on the shelf, and processing the package image to obtain commodity information of the commodity to be placed on the shelf;
and the storage module is used for storing the commodity name and the commodity information of the commodity to be put on the shelf.
6. The apparatus of claim 5, wherein the processing module is configured to process the package image to obtain the merchandise information of the merchandise to be shelved, and the processing module is configured to:
recognizing text data describing the goods to be shelved in the package image based on an Optical Character Recognition (OCR) technology;
and inquiring the item information corresponding to the item name to be filled in the commodity information from the text data to obtain the commodity information of the commodity to be put on the shelf.
7. The apparatus of claim 5, further comprising:
the second processing module is used for inputting the commodity information of the commodity to be placed on the shelf into the description text generation model to obtain the description text of the commodity to be placed on the shelf; the description text is used for explaining the functions and the use experience of the commodity.
8. The apparatus according to claim 7, wherein the second processing module is specifically configured to:
acquiring a commodity image of the commodity to be put on a shelf;
inputting the commodity image and the commodity information of the commodity to be shelved into the description text generation model, enabling the description text generation model to determine a commodity set similar to the commodity to be shelved from the shelved commodities according to the commodity image and the commodity information of the commodity to be shelved, acquiring the description text of each commodity in the commodity set, and processing the description text of each commodity in the commodity set, the commodity name of the commodity to be shelved and the commodity information to obtain the description text of the commodity to be shelved.
9. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the steps of the method according to any one of the claims 1 to 4.
10. A merchandise information processing apparatus, comprising a memory, a processor and one or more programs, wherein the one or more programs are stored in the memory and configured to execute the steps of the method of any one of claims 1-4 by the processor.
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| CN201911157937.9A CN111080399A (en) | 2019-11-22 | 2019-11-22 | Commodity information processing method and device |
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| CN201911157937.9A CN111080399A (en) | 2019-11-22 | 2019-11-22 | Commodity information processing method and device |
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Cited By (3)
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| CN112966681A (en) * | 2021-04-12 | 2021-06-15 | 深圳市秦丝科技有限公司 | Method, equipment and storage medium for intelligent identification filing retrieval of commodity photographing |
| CN113158703A (en) * | 2021-05-27 | 2021-07-23 | 湖北华酷科技有限公司 | Internet-based quick on-shelf and off-shelf terminal |
| CN116308469A (en) * | 2023-05-19 | 2023-06-23 | 苏州极易科技股份有限公司 | Commodity marketing method and system based on OCR |
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| CN112966681A (en) * | 2021-04-12 | 2021-06-15 | 深圳市秦丝科技有限公司 | Method, equipment and storage medium for intelligent identification filing retrieval of commodity photographing |
| CN112966681B (en) * | 2021-04-12 | 2022-05-10 | 深圳市秦丝科技有限公司 | Method, equipment and storage medium for intelligent recognition, filing and retrieval of commodity photographing |
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| CN116308469A (en) * | 2023-05-19 | 2023-06-23 | 苏州极易科技股份有限公司 | Commodity marketing method and system based on OCR |
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