Article management method, backend system, data processing device, and storage medium

Abstract

The present disclosure proposes an item management method, a data processing device, an item management background system and a storage medium, wherein the item management method includes: obtaining item retrieval information; obtaining item storage information; and generating item management information based on the retrieval information and the storage information.

Description

Technical Field

[0001] The present disclosure relates to the technical field of item management, and in particular, to an item management method, a non-temporary computer storage medium, a data processing device, and an item management background system. Background Art

[0002] The item management system needs to be used in conjunction with hardware. At present, there are two main technologies for item management equipment to interact with the item management background system: one is to use sensors, and the other is manual recording. In the case of using sensors, there are large differences between the existing solutions for interacting with the item management background system. For example, some item management equipment uses external sensors, and some item management equipment uses RFID (Radio Frequency Identification) technology. For the external sensor solution, it is more easily affected by external conditions, causing deviations in the information interacted between the item management equipment and the item management background system; and RFID technology requires RFID tags to be attached to items. During use, the tags are easily damaged or fall off, which causes errors in the information interacted between the item management equipment and the management background system. This type of item management background system is overly dependent on sensors, and the system itself cannot make judgments. For the manual recording method, there are more defects, which is not only time-consuming and labor-intensive, inefficient, but also has a greater probability of error. Summary of the invention

[0003] The present disclosure aims to solve at least one of the technical problems existing in the prior art.

[0004] To this end, the present disclosure proposes an item management method, which can realize information interaction between an item management device and an item management background system, saving time and effort and being highly efficient.

[0005] The present disclosure also provides a non-transitory computer storage medium.

[0006] The present disclosure also provides a data processing device.

[0007] The present disclosure also provides an item management background system.

[0008] In order to solve the above problems, the item management method of the first embodiment of the present disclosure includes: obtaining item retrieval information; obtaining item storage information; and generating item management information based on the retrieval information and the storage information.

[0009] According to the item management method of the embodiment of the present disclosure, item management information is generated by acquiring item retrieval information and storage information. This method does not rely on sensors and does not require manual entry. Thus, the accuracy of information interaction between the item management device and the item management background system can be improved, which saves time and effort and has a high effect.

[0010] In some embodiments, obtaining item access information includes: obtaining identity information of a person who accesses the item; obtaining image data of the item in the storage unit after the person accesses the item, and identifying the category of the item accessed by the person based on the image data; and recording the time when the item was accessed.

[0011] In some embodiments, the item management method further includes: determining whether the user has the right to access the item based on the identity information; allowing the user to access the item when it is determined that the user has the right to access the item; and issuing a warning when it is determined that the user does not have the right to access the item.

[0012] In some embodiments, obtaining the storage information of the items includes: obtaining the identity information of the depositor of the items; obtaining image data of the items in the storage unit after the depositor deposits the items, and identifying the category and quantity of the stored items based on the image data; and recording the storage time of the items.

[0013] In some embodiments, the item management method also includes: identifying the item status of the stored item based on the image data, wherein the item status includes the degree of damage of the item and the amount of consumables; determining whether the item needs to be replaced based on the degree of damage of the item, and determining whether the item needs to be replenished based on the amount of consumables; if it is determined that the item needs to be replaced or the item needs to be replenished, issuing a warning to provide convenience for the next use of the item.

[0014] In some embodiments, item management information is generated based on the retrieval information and the storage information, including: generating item usage information based on the identity information of the taker, the category of the retrieved item and the retrieval time of the item, and the identity information of the depositor, the category and status of the stored item, and the storage time of the item.

[0015] In some embodiments, the item management information is generated according to the access information and the storage information, including: counting the identity information of all users who have accessed the items and generating the user information.

[0016] In some embodiments, item management information is generated based on the retrieval information and the storage information, including: determining unreturned items based on the category and quantity of stored items; determining the borrowing time of the unreturned items based on the retrieval time of the items; and counting the unreturned items and the corresponding borrowing time.

[0017] In some embodiments, the item management method further includes: obtaining the identity information of the user who has taken the unreturned item; determining the borrowing time of the item by the user according to the identity information; and issuing an item non-return warning when the borrowing time exceeds the borrowing time. Thus, the manager can be aware of abnormal item usage in a timely manner to avoid item loss.

[0018] In some embodiments, the issuing of an unreturned item warning includes issuing a stepped warning according to the length of time that the unreturned item has been borrowed exceeding the borrowable length of time.

[0019] In some embodiments, generating item management information based on the retrieval information and the storage information includes: recording the retrieval information and storage information of items within a preset period; and generating a preset period item usage report based on the retrieval information and storage information of items within the preset period.

[0020] In some embodiments, generating item management information according to the retrieval information and the storage information includes: counting item usage frequency according to the retrieval information and the storage information.

[0021] In some embodiments, generating item management information according to the access information and the storage information includes: analyzing the usage habits of the user according to the access information and the storage information.

[0022] In some embodiments, the item management method further includes: acquiring update data, and updating a data model used to generate the item management information according to the update data.

[0023] In some embodiments, the item management method further includes: receiving an input instruction from an authorized user, wherein the authorized user is one or more; and viewing or editing the item management information according to the input instruction.

[0024] In order to achieve the above-mentioned purpose, a second aspect of the present disclosure provides a non-temporary computer storage medium on which a computer program is stored, and the computer program implements the item management method when executed.

[0025] In order to achieve the above-mentioned purpose, the data processing device of the third aspect embodiment of the present disclosure includes: at least one processor; and a memory communicatively connected to the at least one processor; wherein the memory stores instructions executable by the at least one processor, and when the instructions are executed by the at least one processor, the at least one processor executes the item management method.

[0026] In order to achieve the above-mentioned purpose, the item management background system of the fourth aspect of the present disclosure includes: the above-mentioned data processing device; and a human-computer interaction device for receiving input instructions and displaying item management information.

[0027] According to the article management background system of the embodiment of the present disclosure, by adopting the data processing device, article information can be managed more efficiently and accurately.

[0028] In some embodiments, the item management background system further includes: a communication device connected to the data processing device for receiving item retrieval information and storage information.

[0029] In some embodiments, the item management background system further includes: an alarm device, connected to the data processing device, for sounding an alarm based on the alarm information.

[0030] Additional aspects and advantages of the present disclosure will be given in part in the following description and in part will be obvious from the following description or will be learned through practice of the present disclosure. BRIEF DESCRIPTION OF THE DRAWINGS

[0031] The above and / or additional aspects and advantages of the present disclosure will become apparent and easily understood from the description of the embodiments in conjunction with the following drawings, in which:

[0032] Figure 1 is a block diagram of an item management device according to an embodiment of the present disclosure;

[0033] Figure 2 is a block diagram of an item management device according to another embodiment of the present disclosure;

[0034] Figure 3 is a block diagram of an item management backend system according to an embodiment of the present disclosure;

[0035] Figure 4 is a block diagram of an item management backend system according to an embodiment of the present disclosure;

[0036] Figure 5 is a flow chart of an item management method according to another embodiment of the present disclosure;

[0037] Figure 6 is a schematic diagram of the deployment of an online configured item management backend system according to an embodiment of the present disclosure;

[0038] Figure 7 It is a schematic diagram of functions that can be realized by an online configured item management background system according to an embodiment of the present disclosure;

[0039] Figure 8is a schematic diagram of the deployment of an offline configured item management backend system according to an embodiment of the present disclosure;

[0040] Fig. 9 It is a schematic diagram of functions that can be realized by an offline configured item management backend system according to an embodiment of the present disclosure;

[0041] Fig.10 is a block diagram of an item management backend system according to an embodiment of the present disclosure;

[0042] Fig.11 is a block diagram of a data processing device according to an embodiment of the present disclosure;

[0043] Fig.12 is a block diagram of a data processing device according to another embodiment of the present disclosure. DETAILED DESCRIPTION

[0044] Embodiments of the present disclosure are described in detail below, examples of which are shown in the accompanying drawings, wherein the same or similar reference numerals throughout represent the same or similar elements or elements having the same or similar functions. The embodiments described below with reference to the accompanying drawings are exemplary and are only used to explain the present disclosure, and cannot be understood as limiting the present disclosure.

[0045] It should be noted that the terms "first" and "second" are used for descriptive purposes only and should not be understood as indicating or implying relative importance or implicitly indicating the number of the indicated technical features. Therefore, the features defined as "first" and "second" may explicitly or implicitly include one or more of the features. Further, in the description of the present disclosure, unless otherwise specified, the meaning of "plurality" is two or more.

[0046] The article management method, article management background system, storage medium and data processing device of the embodiments of the present disclosure are described below respectively.

[0047] In some places such as hospitals, factories, airports, armed units, etc., items used by personnel usually need to be stored in designated lockers or storage boxes or warehouses. For example, medical staff's examination tools or surgical tools, tools used by airport staff, weapons or supplies used by armed personnel, tools used by factory workers, etc. all need to be stored in corresponding locations to avoid loss or incorrect placement of items. Therefore, it is necessary to manage the items.

[0048] The present disclosure proposes an item management method and an item management background system, which can realize information interaction between the item management background system and item management equipment such as lockers, cabinets, safes, etc., to achieve effective management of items with low error probability and high efficiency. Figure 1 and Figure 2Schematic diagram of an article management device according to an embodiment of the present disclosure. The article management device 2, such as a locker, includes a cabinet body 11 and a storage unit 12. The storage unit 12 can be a drawer type or a storage cart type.

[0049] In some embodiments, Figure 3 As shown, the article management background system 1 of the embodiment of the present disclosure includes a data processing device 10 and a human-computer interaction device 20, wherein the data processing device 10 is used to interact with the article management device 2, such as a locker, to obtain information related to the article and perform statistics and analysis to generate article management information. The human-computer interaction device 20 is used to receive input instructions and display article management information. For example, various options of the article management background system 1 can be provided through the human-computer interaction interface, including various article management information options, system setting options, data model options, etc. The management personnel can make selections through the human-computer interaction device 20 to achieve settings or inquiries or editing, etc., and the article management information can be visualized through the human-computer interaction device 20, for example, the article management information is provided to the user in the form of tables, graphics and text through the interactive interface.

[0050] The data processing device 10 may be a local computer device located at the location of the item management device 2, or a remote computer or cloud server. The human-computer interaction device 20 may include an input device and an output device, such as a mouse, a keyboard, a display screen, etc. Figure 4 As shown, the item management background system 1 may also include a communication device 30, which is connected to the data processing device 10. The communication device 30 is used to send item-related information such as retrieval information and storage information to the data processing device 10 such as a remote computer or a cloud server, and then the remote computer or cloud server performs statistics and analysis based on the item-related information to generate item management information, which can then be provided to relevant personnel through the human-computer interaction device 20. Relevant personnel can also query or manage through the human-computer interaction device 20, thereby realizing the management of items.

[0051] Figure 5 is a flow chart of an article management method according to an embodiment of the present disclosure. Figure 5 As shown, the item management method of the embodiment of the present disclosure includes at least steps S1-S3, and the description of each step is as follows.

[0052] Step S1, obtaining item access information.

[0053] The information about the item's use includes information about the user and information about the item itself.

[0054] In some embodiments, obtaining item access information may include: obtaining identity information of the person who accesses the item, obtaining image data of the item in the storage unit after the person accesses the item, identifying the category of the item accessed by the person based on the image data, and recording the time when the item was accessed.

[0055] Specifically, a personnel identification device can be set on the side of the item management device 2, for example, by swiping a card or inputting a fingerprint or iris input or face recognition or password input, the user's identity information is obtained to determine whether the person has the right to access the item. After the personnel identity identification is passed, for example, the card swiping verification is valid or the fingerprint information is valid or the facial information is valid or the password input is correct, the user's identity information is recorded and sent to the item management background system; and an image acquisition device can also be set on the side of the item management device 2. After the user takes the item, the image acquisition device captures the image of the item in the storage unit and transmits the image data to the storage unit. The data is sent to a data processing device 10, such as a local computer device, or is uploaded to a remote computer or a cloud server through a communication device 30. The data processing device 10 identifies the category of the item based on the received image data. For example, after the data processing device 10 receives the original image of the item in the storage unit 12, it processes the original image, such as by cutting out the image, or selects a key frame image, performs correction, alignment, and cutting out the image, to obtain an image that can be used to identify the state and category of the item as a target image, and identifies what item the user has taken and the quantity of items taken based on the target image; and the item management background system 1 records the time point when the item is taken.

[0056] Step S2, obtaining the storage information of the item.

[0057] In some embodiments, obtaining the storage information of items may include: obtaining the identity information of the depositor of the items, that is, identifying who returns the items; and obtaining image data of the items in the storage unit 12 after the depositor deposits the items, and identifying the category and quantity of the stored items based on the image data, that is, identifying what items and the quantity returned by the user; and recording the storage time of the items.

[0058] Step S3, generating item management information according to the retrieval information and the storage information.

[0059] Specifically, after the item management background system 1 obtains the item retrieval information and storage information, it can perform big data analysis based on the retrieval information and storage information to generate item management information, for example, statistics on who took what item at what time, who returned what item at what time, who used what item within a period of time, and what items have not been returned, as well as analyzing the frequency of item retrieval, the length of time that items are borrowed, and generating relevant reports, etc. Users can view or edit relevant item management information through the human-computer interaction device 20 of the item management background system 1, thereby achieving effective management of items.

[0060] According to the item management method of the embodiment of the present disclosure, item management information is generated by acquiring item retrieval information and storage information. This method does not rely on sensors and does not require manual entry. Thus, the accuracy of information interaction between the item management device 2 and the item management background system 1 can be improved, saving time and effort and having a high effect.

[0061] In an embodiment, the item management background system 1 of the embodiment of the present disclosure can be implemented in an online configuration or an offline configuration. Among them, the item management background system 1 configured online can realize remote online operation, and the management personnel can view the status and usage records of all items without arriving at the local site, and can view relevant statistical data, such as statistics of unreturned items, statistics of item usage frequency, statistics of usage reports, etc., and can also issue warnings to avoid the loss of items. The item management background system 1 configured offline needs to be run locally, and the management personnel can use the system only when they arrive at the site. The status and usage records of all items can be viewed in real time. All item information and all user information can be saved in the system, and the management personnel can also view the corresponding usage records from different dimensions.

[0062] The following describes the implementation of item management by the online item management backend system 1 according to an embodiment of the present disclosure.

[0063] Figure 6 1 is a schematic diagram of a deployment scheme of an online configuration item management background system according to an embodiment of the present disclosure. The online configuration item management background system 1 may include a data processing device 10 such as a remote computer device or a cloud server, a communication device 30 and a human-computer interaction device 20. Figure 6As shown, the article management backend system 1 can be implemented in a cloud deployment manner. Specifically, the data processing device 10 accesses the network through the communication device 30. The network includes an intranet and an extranet. The data processing device 10 communicates with the article management device 2, such as a locker, a cabinet, or a safe, through the network. The data processing device 10 receives the article storage information and access information sent by the article management device 2 through the communication device 30, performs big data analysis and statistics, and generates article management information, which is presented to the manager through the human-computer interaction device 20. The manager can also query or edit the article management information through the human-computer interaction device 20, thereby realizing visual management of the articles.

[0064] Figure 7 is a schematic diagram of the functions that can be realized by the item management background system according to an embodiment of the present disclosure, referring to Figure 7 As shown, the online configured item management background system 1 is used to implement item management.

[0065] In some embodiments, the item management background system 1 can determine whether the user has the right to take the item based on the user's identity information, such as whether the user is registered or filed. If so, it is considered that the user has the right, otherwise, it is considered that the user has no right to take the item. When it is determined that the user has the right, the user is allowed to take the item, for example, a retrieval instruction is sent to an item management device 2 such as a locker, cabinet or safe, and the item management device can be opened to facilitate the user to take the item. Otherwise, when the item management background system 1 determines that the user has no right to take the item, it will issue a warning, such as a warning light or a light prompt, to prompt the relevant management personnel.

[0066] In some embodiments, after obtaining the item image data, the item management background system 1 can identify the item status of the stored item based on the image data, wherein the item status includes the degree of damage of the item and the amount of consumables; and determine whether the item needs to be replaced based on the degree of damage of the item, and determine whether the item needs to be replenished based on the amount of consumables; if it is determined that the item needs to be replaced or the item needs to be replenished, the item management background system 1 will issue an alert, for example, by popping up a prompt box through the human-computer interaction device 20, prompting information such as the name and quantity of the item that needs to be replaced or replenished, so that it can be replaced or replenished in time for easy retrieval next time.

[0067] In an embodiment, the item management background system 1 can generate item usage information based on the user's identity information, the category of the item taken and the time of item retrieval, as well as the depositor's identity information, the category and status of the stored items, and the storage time of the items. Then, the management personnel can view the item usage records through the human-computer interaction device 20, that is, the item management background system 1 can realize the function of displaying all item information.

[0068] In some embodiments, after obtaining the item retrieval information and storage information, the data processing device 10 of the item management background system 1 can count the identity information of all users who have used the item and generate user information, so that the management personnel can view the user usage records through the human-computer interaction device 20.

[0069] In some embodiments, the data processing device 10 obtains image data of items in the storage unit after the depositor deposits the items, and identifies the category and quantity of the stored items based on the image data. Further, the data processing device 10 can determine the unreturned items based on the category and quantity of the stored items, for example, by comparing the identified category and quantity of the stored items with the pre-stored original item information to determine which items have not been returned and the number of unreturned items; and the data processing device 10 can also determine the borrowed time of the unreturned items based on the item retrieval time, count the unreturned items and the corresponding borrowed time, and the management personnel can monitor the borrowing time of the relevant items through the human-computer interaction device 20. That is, the item management background system 1 can realize the function of counting unreturned items.

[0070] Furthermore, the item management background system 1 can also limit the length of time that items can be borrowed by users of different levels. Specifically, the data processing device 10 obtains the identity information of the user who has taken the items and has not returned them, and determines the length of time that the user can borrow the items based on the identity information. When the borrowing time exceeds the borrowing time, the item management background system 1 issues an item non-return warning, such as through voice or light prompts, and can promptly notify the management personnel to search for the items to avoid loss of items.

[0071] In some embodiments, the item management background system 1 can issue a step-by-step warning based on the length of time that the unreturned item has been borrowed and exceeds the borrowable time. For example, the borrowable time for a user to use item A is limited to 5 hours, but the record shows that the borrowed time for the user to use item A has reached 9 hours, that is, it has exceeded the borrowable time by 4 hours and has not been returned. In this case, the item management background system 1 will issue an orange warning, for example, the relevant management information of item A will be displayed in yellow; further, if the borrowed time has reached 13 hours, that is, it has exceeded the borrowable time by 8 hours and has not been returned, the item management background system 1 will issue a red warning, for example, the relevant management information of item A will be displayed in red, and a prompt box prompt or light, sound prompt, etc. will be issued, so that the item management personnel can find it as soon as possible to avoid loss.

[0072] In some embodiments, the item management background system 1 can also realize the function of periodically counting item usage information, specifically, recording the item access information and storage information within a preset period; and generating a preset period item usage report based on the item access information and storage information within the preset period. For example, the data processing device 10 records the daily item access information and storage information, generates a daily item usage report, and then the manager can view the daily item usage report through the human-computer interaction device 20, and can also push the daily item usage report to the manager through the network, so that the manager can monitor the daily usage of the item.

[0073] In some embodiments, the item management backend system 1 can also count the item usage frequency based on the access information and the storage information, such as recording how many times item A is accessed per week, or how many times item B is lent out per month, etc. Also, in some embodiments, the item management backend system 1 can also analyze the user's usage habits based on the access information and the storage information, such as analyzing what kind of items a user usually borrows at what time and how long they usually borrow them based on the type, quantity and time of items borrowed by a user and the time of storing items every month or every six months, etc. The user's usage habits can be determined through big data analysis.

[0074] In some embodiments, the item management background system 1 performs statistical analysis on the acquired item access information and storage information based on the big data model. As the amount of data increases, the data model can be further optimized according to the analysis and statistical results. Specifically, the statistical results of the item management background system 1 can be obtained through other optimization and analysis devices, and the data model can be updated based on the results, and the updated data can be fed back to the item management background system 1. The item management background system 1 obtains the updated data and updates the data model used to generate the item management information according to the updated data to obtain more accurate analysis and statistical results.

[0075] In some embodiments, the item management background system 1 can support multi-user use and can set permissions, such as authorizing a limited number of managers to edit item management information, and authorizing certain people to query item management information through the item management background system 1. The item management background system 1 receives input instructions from authorized users, where the authorized users can be one or more; and views or edits item management information according to the input instructions.

[0076] In short, when the item management background system 1 of the embodiment of the present disclosure realizes item management through online configuration, it can obtain item retrieval information and storage information based on artificial intelligence image recognition technology and big data technology, and perform statistical analysis on the information to generate item management information, thereby realizing efficient management of items.

[0077] The functions implemented by the online configuration item management backend system 1 are described above. The implementation of item management by the offline configuration item management backend system 1 according to the embodiment of the present disclosure is described below. Figure 8 This is a schematic diagram of a deployment scheme of an offline configured item management background system according to an embodiment of the present disclosure, which can be implemented in a local deployment manner, wherein the data processing device 10 of the item management background system 1 can be a local computer device, and the human-computer interaction device 20 can include a display, a mouse, a keyboard, etc. The data processing device 10 and the human-computer interaction device 20 can be set on an item management device 2 such as a locker, a cabinet or a safe, or set in other appropriate locations, and the algorithm model is run through the data processing device 10 without the need for networking. The offline configured item management background system 1 can also view the corresponding item management information from different dimensions, and can update the data model at any time.

[0078] Fig. 9 The schematic diagram of the function realization of the item management background system configured offline according to an embodiment of the present disclosure, wherein the item management background system 1 configured offline can also realize the following functions, for example, generating item usage information according to item access information and storage information, and the manager can view the item usage record through the human-computer interaction device 20; and, identifying whether the user has the right to access the item; and, prompting the item replacement or replenishment according to the item status; and, statistics of all user information for the manager to view the user usage record; and, statistics of unreturned item information, recording the borrowed time of the unreturned item, and step-by-step warning according to the borrowed time and the borrowable time of the user, for example, orange warning for more than 4 hours, red warning for more than 8 hours without return, etc.; and, according to the updated data, the setting data model can be updated; and it can support multi-user use. Among them, the realization of each function is the same as the realization process of the same function of the item management background system 1 configured online above, and the description of the above embodiment can be referred to.

[0079] Furthermore, if Fig.10As shown, the item management background system 1 of the embodiment of the present disclosure may also include a prompting device 40, which is connected to the data processing device 10 and is used to alarm according to the warning information. In some embodiments, such as when configured online, the item management background system 1 may include a communication device 30, and receive data sent by the item management device 2 through the communication device 30. In other embodiments, such as when configured offline, the item management background system 1 does not need to set the communication device 30. Specifically, the data processing device 10 generates item management information based on the item access information and storage information. When it is determined that there is an abnormality in the access or storage of items, for example, the user has no right to access the items, or the items are overdue and not returned, or the items need to be replaced or replenished, a warning message is generated and sent to the prompting device 40. The prompting device 40 prompts according to the warning information, so that the item management personnel can know the abnormal situation of the access or storage of items in time.

[0080] In an embodiment, the prompt device 40 can be implemented in various forms, for example, a warning box or prompt box can be popped up on a display screen, or a sound prompt or a light prompt can be provided, or abnormal information of the item can be recorded in a system log, and the item manager can know the abnormal storage and retrieval of the item by querying the system log.

[0081] In summary, the item management method and item management background system of the embodiments of the present disclosure are based on artificial intelligence technology and big data technology to achieve item management, do not rely on sensors and manual operations, are simple and efficient, and have a low error rate.

[0082] Based on the item management method of the above embodiment, the present disclosure further proposes a non-transitory computer storage medium on which a computer program is stored. When the computer program is executed, the item management method of the above embodiment can be implemented.

[0083] The present disclosure also proposes a terminal device, such as Fig.11 As shown, the data processing device 10 of the embodiment of the present disclosure includes at least one processor 141 and a memory 142 that is communicatively connected to the at least one processor 141. The memory 142 stores instructions that can be executed by the at least one processor 141. When the instructions are executed by the at least one processor 141, the at least one processor 141 executes the item management method of the above embodiment. In the embodiment, the data processing device 10 can be a fixed computer device, etc., or a remote computer or a cloud server, which is not specifically limited here.

[0084] For example, taking a processor 141 and a memory 142 as an example, Fig.121 is a block diagram of a terminal device according to an embodiment of the present disclosure, wherein a communication interface (CommunicationInterface) 143 and a bus 144 may also be included. The processor 141, the memory 142, and the communication interface 143 may communicate with each other through the bus 144. The communication interface 143 may be used for information transmission. The processor 141 may call the logic instructions in the memory 142 to execute the item management method of the above embodiment.

[0085] In addition, the logic instructions in the memory 142 described above may be implemented in the form of software functional units and when sold or used as independent products, may be stored in a computer-readable storage medium.

[0086] The memory 142 is a computer-readable storage medium that can be used to store software programs and computer executable programs, such as program instructions / modules corresponding to the method in the embodiment of the present disclosure. The processor 141 executes functional applications and data processing by running the software programs, instructions and modules stored in the memory 142, that is, implementing the medical image classification method based on the deep belief network in the above method embodiment.

[0087] The memory 142 may include a program storage area and a data storage area, wherein the program storage area may store an operating system and an application required for at least one function; the data storage area may store data created according to the use of the terminal device, etc. In addition, the memory 142 may include a high-speed random access memory and may also include a non-volatile memory.

[0088] It should be noted that, in the description of this specification, the description with reference to the terms "one embodiment", "some embodiments", "illustrative embodiments", "examples", "specific examples", or "some examples" means that the specific features, structures, materials or characteristics described in conjunction with the embodiment or example are included in at least one embodiment or example of the present disclosure. In this specification, the schematic representation of the above terms does not necessarily refer to the same embodiment or example. Moreover, the specific features, structures, materials or characteristics described may be combined in any one or more embodiments or examples in a suitable manner.

[0089] Although embodiments of the present disclosure have been shown and described, it will be appreciated by those skilled in the art that various changes, modifications, substitutions and alterations may be made to the embodiments without departing from the principles and spirit of the present disclosure, the scope of which is defined by the claims and their equivalents.

Claims

1. A method for managing items, characterized in that: include: Obtaining information on the use of items; Obtaining storage information of the item; Generate item management information according to the access information and the storage information; The generating of the item management information according to the access information and the storage information includes: Identify unreturned items based on the type and quantity of stored items; Determine the borrowing time of the unreturned item according to the item retrieval time; Obtaining identity information of a user who has taken the unreturned item; Determining the length of time the item can be borrowed by the user according to the identity information; When the borrowed time exceeds the available borrowed time, a warning is issued that the item has not been returned; Generating item management information according to the access information and the storage information also includes: analyzing the usage habits of the user according to the access information and the storage information; The article management method further includes: Identifying the item status of the stored items based on the image data, wherein the item status includes the degree of damage of the items and the amount of consumables; Determining whether the item needs to be replaced based on the degree of damage of the item, and determining whether the item needs to be replenished based on the amount of the consumables; If it is determined that the item needs to be replaced or the item needs to be replenished, a warning is issued.

2. The article management method according to claim 1, characterized in that: The access information for obtaining items includes: Obtain the identity information of the person who takes the item; Acquiring image data of the items in the storage unit after the user has taken the items, and identifying the category of the items taken by the user based on the image data; and Record the time items are retrieved.

3. The article management method according to claim 2, characterized in that: The article management method further includes: Determining whether the user has the right to use the item based on the identity information; If it is determined that the user has the right to take the item, allow the user to take the item; When it is determined that the user has no right to use the item, a warning is issued.

4. The article management method according to claim 2, characterized in that: Obtaining the storage information of the item includes: Obtain the identity information of the person who deposited the item; Acquiring image data of items in the storage unit after the depositor deposits the items, and identifying the type and quantity of the stored items based on the image data; Record the time items are stored.

5. The article management method according to claim 4, characterized in that: Generating article management information according to the access information and the storage information includes: The item usage information is generated according to the identity information of the taker, the category of the taken item and the time of the item taking, as well as the identity information of the depositor, the category and status of the stored item, and the time of the item storage.

6. The article management method according to claim 4, characterized in that: The article management information is generated according to the access information and the storage information, including: counting the identity information of all users who have accessed the articles, and generating the user information.

7. The article management method according to claim 4, characterized in that: Generating article management information according to the access information and the storage information also includes: The unreturned items and the corresponding borrowing time are counted.

8. The article management method according to claim 1, characterized in that: The issuing of the warning for the unreturned item includes issuing a step-by-step warning according to the length of time that the borrowed time of the unreturned item exceeds the borrowable time.

9. The article management method according to claim 4, characterized in that: Generating article management information according to the access information and the storage information includes: Record the access and storage information of items within a preset period; A preset period item usage report is generated according to the item retrieval information and storage information within the preset period.

10. The article management method according to claim 4, characterized in that: Generating article management information according to the retrieval information and the storage information includes: counting article usage frequencies according to the retrieval information and the storage information.

11. The article management method according to claim 1, characterized in that: The article management method further includes: acquiring update data, and updating a data model used to generate the article management information according to the update data.

12. The article management method according to claim 1, characterized in that: The article management method further includes: Receiving an input instruction from an authorized user, wherein the authorized user is one or more; The item management information is viewed or edited according to the input instruction.

13. A non-transitory computer storage medium having a computer program stored thereon, characterized in that: When the computer program is executed, the item management method according to any one of claims 1 to 12 is implemented.

14. A data processing device, characterized in that: include: at least one processor; as well as a memory communicatively connected to the at least one processor; wherein, The memory stores instructions that can be executed by the at least one processor, and when the instructions are executed by the at least one processor, the at least one processor executes the item management method described in any one of claims 1-12.

15. An item management background system, characterized in that: include: The data processing device according to claim 14; as well as A human-computer interaction device is used to receive input instructions and display item management information.

16. The article management background system according to claim 15, characterized in that: Also includes: The communication device is connected to the data processing device and is used to receive the item taking information and storage information.

17. The article management background system according to claim 15, characterized in that: Also includes: The warning device is connected to the data processing device and is used for giving an alarm according to the warning information.

Images