CN115759942A

CN115759942A - Storage management method, system, device, server, terminal and storage medium

Info

Publication number: CN115759942A
Application number: CN202211542651.4A
Authority: CN
Inventors: 王重阳
Original assignee: Beijing Jingdong Zhenshi Information Technology Co Ltd
Current assignee: Beijing Jingdong Zhenshi Information Technology Co Ltd
Priority date: 2022-12-02
Filing date: 2022-12-02
Publication date: 2023-03-07

Abstract

The embodiment of the invention discloses a warehouse management method, a warehouse management system, a warehouse management device, a server, a terminal and a storage medium. The method is applied to the server and can comprise the following steps: receiving current multimedia data of an article to be subjected to warehousing management, which is sent by a client, and identifying the current multimedia data to obtain first article information; inquiring second article information based on the first article information, and returning the second article information to the client so as to display the second article information through the client; and receiving a verification result sent by the client, and performing warehousing management on the articles based on the verification result, wherein the verification result is a result input into the client and used for representing the accuracy of the current multimedia data identification, and the accuracy is determined by the matching between the second article information and the articles. According to the technical scheme of the embodiment of the invention, the automatic warehouse management process of the article can be realized under the condition that the bar code is not required to be pasted on the article.

Description

Storage management method, system, device, server, terminal and storage medium

Technical Field

The embodiment of the invention relates to the technical field of warehouse logistics, in particular to a warehouse management method, a warehouse management system, a warehouse management device, a server, a terminal and a storage medium.

Background

At present, in a Warehouse Management System (WMS), warehouse Management of articles is mainly achieved according to barcodes attached to the articles.

However, in practice, some articles are simply packaged without a bar code affixed thereto. For such codeless articles, in order to realize warehouse management thereof, the following two schemes are mainly adopted at present: firstly, the bar code is pasted on an article, so that warehousing management is realized based on the bar code; and secondly, the warehousing management is realized manually.

In the process of implementing the invention, the inventor finds that the following technical problems exist in the prior art: the cost of the consumable materials is too high, and the accuracy and efficiency of the warehousing management are difficult to guarantee.

Disclosure of Invention

The embodiment of the invention provides a warehouse management method, a warehouse management system, a warehouse management device, a server, a terminal and a storage medium, so that automatic warehouse management of articles is realized under the condition that bar codes do not need to be pasted on the articles.

According to an aspect of the present invention, there is provided a warehouse management method, applied to a server, and including:

receiving current multimedia data of an article to be subjected to warehousing management, which is sent by a client, and identifying the current multimedia data to obtain first article information;

inquiring second article information based on the first article information, and returning the second article information to the client so as to display the second article information through the client;

and receiving a verification result sent by the client, and performing warehousing management on the articles based on the verification result, wherein the verification result is a result input into the client and used for representing the accuracy of the current multimedia data identification, and the accuracy is determined by the matching between the second article information and the articles.

According to another aspect of the present invention, there is provided a warehouse management method, applied to a client, and including:

acquiring current multimedia data of an article to be subjected to warehousing management, and sending the current multimedia data to a server, so that the server obtains first article information by identifying the current multimedia data, and returns second article information inquired based on the first article information;

receiving second article information and displaying the second article information;

and receiving a verification result input aiming at the displayed second article information, and sending the verification result to the server so that the server performs warehousing management on the articles according to the verification result, wherein the verification result is used for representing the accuracy of the current multimedia data identification, and the accuracy is determined by the matching between the second article information and the articles.

According to another aspect of the present invention, there is provided a warehouse management system, which may include: a client and a server; wherein,

the client is used for acquiring the current multimedia data of the article to be subjected to warehousing management and sending the current multimedia data to the server;

the server is used for obtaining first article information by identifying the received current multimedia data and returning second article information inquired based on the first article information to the client;

the client is further used for displaying the received second article information, receiving a verification result input aiming at the displayed second article information, and sending the verification result to the server, wherein the verification result is used for representing the accuracy of the current multimedia data identification, and the accuracy is determined by the matching between the second article information and the article;

and the server is also used for carrying out warehousing management on the articles based on the received verification result.

According to another aspect of the present invention, there is provided a warehouse management device, configured at a server, and including:

the first article information obtaining module is used for receiving current multimedia data of an article to be subjected to warehousing management, which is sent by the client, and obtaining first article information by identifying the current multimedia data;

the second article information returning module is used for inquiring second article information based on the first article information and returning the second article information to the client so as to display the second article information through the client;

and the warehousing management module is used for receiving a verification result sent by the client and performing warehousing management on the articles based on the verification result, wherein the verification result is a result which is input into the client and used for representing the accuracy of the current multimedia data identification, and the accuracy is determined by the matching between the second article information and the articles.

According to another aspect of the present invention, there is provided a warehouse management device configured at a client, which may include:

the current multimedia data sending module is used for acquiring current multimedia data of an article to be subjected to warehousing management, sending the current multimedia data to the server, so that the server obtains first article information by identifying the current multimedia data, and returning second article information inquired based on the first article information;

the second article information display module is used for receiving second article information and displaying the second article information;

and the verification result sending module is used for receiving a verification result input aiming at the displayed second article information and sending the verification result to the server so that the server performs warehousing management on the articles according to the verification result, wherein the verification result is used for representing the accuracy of the current multimedia data identification, and the accuracy is determined by the matching between the second article information and the articles.

According to another aspect of the present invention, there is provided a server, which may include:

at least one processor; and

a memory communicatively coupled to the at least one processor; wherein,

the memory stores a computer program executable by the at least one processor, the computer program being executable by the at least one processor such that the at least one processor, when executed, implements the warehouse management method provided by any embodiment of the invention.

According to another aspect of the present invention, there is provided a terminal, which may include:

at least one processor; and

a memory communicatively coupled to the at least one processor; wherein,

the memory stores a computer program executable by the at least one processor, the computer program being executable by the at least one processor such that the at least one processor, when executed, implements the warehouse management method provided by any of the embodiments of the present invention.

According to another aspect of the present invention, there is provided a computer readable storage medium having stored thereon computer instructions for causing a processor to execute a warehousing management method provided by any embodiment of the present invention.

According to the technical scheme of the embodiment of the invention, the server receives the current multimedia data of the article to be subjected to warehousing management, which is sent by the client, and identifies the current multimedia data to obtain the first article information, wherein the first article information is whether the article information of the article is the first article information or whether the current multimedia data is correctly identified, which is to be verified; the server inquires second article information matched with the first article information and returns the second article information to the client, so that relevant personnel can verify whether the current multimedia data is correctly identified by determining whether the displayed second article information is matched with the article, and the obtained verification result is input into the client; the server receives the verification result sent by the client, so that the warehouse management of the articles can be carried out based on the verification result. Above-mentioned technical scheme can realize the automatic warehouse management process of article under the condition that need not to paste the bar code on article to reduce the consumptive material cost, and guaranteed warehouse management's rate of accuracy and efficiency.

It should be understood that the statements in this section do not necessarily identify key or critical features of any embodiment of the present invention, nor do they necessarily limit the scope of the present invention. Other features of the present invention will become apparent from the following description.

Drawings

In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings required to be used in the description of the embodiments are briefly introduced below, and it is obvious that the drawings in the description below are only some embodiments of the present invention, and it is obvious for those skilled in the art that other drawings can be obtained according to the drawings without creative efforts.

FIG. 1 is a flow chart of a method of warehouse management provided in accordance with an embodiment of the present invention;

FIG. 2 is a flow chart of another warehouse management method according to an embodiment of the invention;

FIG. 3 is a timing diagram illustrating an alternative example of another warehouse management method according to an embodiment of the invention;

FIG. 4 is a flow chart of another warehouse management method according to an embodiment of the invention;

FIG. 5 is a block diagram of a warehouse management system provided in accordance with an embodiment of the present invention;

FIG. 6 is a timing diagram of an alternative example of a warehouse management system provided in accordance with an embodiment of the invention;

FIG. 7 is an interaction diagram of an alternative example of a warehouse management system provided in accordance with an embodiment of the invention;

fig. 8 is a block diagram of a warehouse management device according to an embodiment of the invention;

FIG. 9 is a block diagram of another warehouse management device according to an embodiment of the invention;

fig. 10 is a schematic structural diagram of a server or a terminal implementing the warehouse management method according to the embodiment of the present invention.

Detailed Description

In order to make the technical solutions of the present invention better understood, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be obtained by a person skilled in the art without making any creative effort based on the embodiments in the present invention, shall fall within the protection scope of the present invention.

It should be noted that the terms "first," "second," and the like in the description and claims of the present invention and in the drawings described above are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used is interchangeable under appropriate circumstances such that the embodiments of the invention described herein are capable of operation in other sequences than those illustrated or described herein. The cases of "target", "original", etc. are similar and will not be described in detail herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.

Fig. 1 is a flowchart of a warehouse management method provided in an embodiment of the present invention. This embodiment can be applicable to and need not to paste the condition of bar code on article, realizes the condition of the automatic warehouse management of article. The method can be executed by the warehouse management device provided by the embodiment of the invention, the warehouse management device can be realized by software and/or hardware, and the warehouse management device can be integrated on a server.

Referring to fig. 1, the method of the embodiment of the present invention specifically includes the following steps:

s110, receiving current multimedia data of the articles to be subjected to warehousing management, which are sent by the client, and obtaining first article information by identifying the current multimedia data.

For the article to be subjected to warehousing management, the current multimedia data of the article may be the multimedia data acquired after the article is collected for realizing the automatic warehousing management of the article. In practical applications, optionally, the current multimedia data may be a video directly acquired, an image obtained by framing the video directly acquired, or an image directly acquired, and the like, which is not specifically limited herein.

The client side sends the obtained current multimedia data to the server side, and after the server side receives the current multimedia data, the server side can obtain the first article information by identifying the current multimedia data. In practical applications, optionally, the first item information may be at least one of an item name, an item number, an item style and an item color; of course, the remaining article information may also be related to the actual application scenario, and is not specifically limited herein. It should be noted that, it cannot be guaranteed whether the first item information is the item information of the above-mentioned item to be subjected to warehousing management, because the first item information is the item information of the item only under the condition that the current multimedia data is correctly identified.

And S120, inquiring second item information based on the first item information, and returning the second item information to the client so as to display the second item information through the client.

After the server obtains the first item information, the server may obtain second item information matched with the first item information based on the first item information query. In practical applications, optionally, the second item information may be completely different from, partially the same as, or affiliated to an inclusion relationship with the first item information, for example, in a case where the first item information is an item name, the second item information may be an item name, an item number, and historical multimedia data obtained by collecting a first sample corresponding to the first item information in advance, where the two item information are the inclusion relationship.

It should be noted that, as described above, since it is not guaranteed whether the first item information is the item information of the item, it is also not guaranteed whether the second item information queried based on the first item information is the item information of the item. Therefore, in order to determine the matching between the two item information and the item, i.e. determine the accuracy of the current multimedia data identification, the second item information may be sent to the client, and the second item information is displayed by the client, so that the relevant person can determine the accuracy of the current multimedia data identification by verifying whether the displayed second item information matches the item.

On the basis, it is emphasized that, in combination with the application scenarios that may be involved in the embodiments of the present invention, the article itself or the article package may not have identification information for identifying the article, so that an automatic verification process for the accuracy of current multimedia data identification cannot be implemented by automatically identifying the identification information, which is why the relevant person performs manual verification rather than automatic verification.

S130, receiving a verification result sent by the client, and performing warehousing management on the articles based on the verification result, wherein the verification result is a result which is input into the client and used for representing the accuracy of the current multimedia data identification, and the accuracy is determined by the matching between the second article information and the articles.

Wherein the verification result may be a result input into the client by a relevant person in case that it is determined whether the current multimedia data is correctly recognized. For example, in the case that the displayed second item information matches the item, the relevant person determines that the current multimedia data has been correctly identified, and the verification result may be correct identification; otherwise, the relevant person determines that the current multimedia data is not correctly recognized, and the verification result may be a recognition error. In practical applications, optionally, the verification result may be input into the client in various ways, for example, the relevant person inputs the corresponding verification result into the client by triggering a correct-identification control or an incorrect-identification control exhibited by the client; inputting a verification result into the client by inputting the verification result in a verification result input control exhibited by the client; and so on.

After receiving the verification result sent by the client, the server can determine the accuracy of the current multimedia data identification according to the verification result, that is, determine whether the first article information and the second article information are matched with the article. Therefore, the server can implement warehousing management of the articles according to the verification result, and the specific warehousing management mode may be warehousing management, warehousing management or ex-warehouse management, which is related to the actual situation and is not specifically limited herein.

In practical applications, the process of warehousing the articles based on the verification result may be implemented in various ways, for example, in the case that it is determined that the second article information matches the articles based on the verification result, warehousing the articles based on the second article information. As another example, in the case that the second item information is determined not to match the item based on the verification result, third item information sent by the client may be received, and the item may be subjected to warehouse management based on the third item information, where the third item information includes the item information input into the client for the item. In other words, since the second item information is not the item information of the item to be subjected to the warehousing management, it means that the warehousing management process of this item cannot be realized based thereon. Therefore, related personnel can manually input third article information of the article through the client, and then the server side can perform warehousing management on the third article after receiving the third article information sent by the client. Of course, this warehousing management process may also be implemented based on other ways, which are not specifically limited herein.

According to the technical scheme of the embodiment of the invention, the server receives the current multimedia data of the article to be subjected to warehousing management, which is sent by the client, and identifies the current multimedia data to obtain the first article information, wherein whether the first article information is the article information of the article or whether the current multimedia data is correctly identified is to be verified; the server inquires second article information matched with the first article information and returns the second article information to the client, so that relevant personnel can verify whether the current multimedia data is correctly identified by determining whether the displayed second article information is matched with the article, and the obtained verification result is input into the client; the server receives the verification result sent by the client, so that the warehouse management of the articles can be carried out based on the verification result. According to the technical scheme, the automatic warehouse management process of the articles can be realized under the condition that bar codes are not required to be pasted on the articles, so that the material consumption cost is reduced, and the accuracy and the efficiency of warehouse management are ensured.

Another optional technical solution, querying out the second item information based on the first item information may include: inquiring a first storage address based on the first article information, wherein historical multimedia data are stored in a first storage area represented by the first storage address, and the historical multimedia data are obtained by collecting a first sample corresponding to the first article information in advance; and acquiring historical multimedia data from the first storage area based on the first storage address, and taking the historical multimedia data as second article information. The first article information can be article information of a first sample, and under the condition that the current multimedia data is correctly identified, the first sample is completely the same as the article, such as two pieces of clothes which are completely the same; of course, in the case of a current multimedia data recognition error, the first sample is not identical to the article, such as two pieces of clothes with similar patterns. It should be noted that, in order to implement the automatic warehousing management process of the article corresponding to the first sample, before the warehousing management is performed, the first sample may be collected in advance to obtain historical multimedia data, where the historical multimedia data may be the same as or different from the current multimedia data in data type, such as both being videos or images, and further such as one of the two being videos and the other being images. The historical multimedia data is stored on a first storage area whose first storage address is available based on the first item information query. Therefore, after the first article information is acquired, the corresponding first storage address can be queried, and then the historical multimedia data is acquired from the first storage area represented by the first storage address and is used as the second article information, so that the effect of effectively querying the second article information is achieved.

Fig. 2 is a flowchart of another warehouse management method provided in the embodiment of the present invention. The present embodiment is optimized based on the above technical solutions. In this embodiment, optionally, the obtaining the first item information by identifying the current multimedia data may include: and inputting the current multimedia data into the trained data recognition model, and obtaining first article information according to the output result of the data recognition model. The same or corresponding terms as those in the above embodiments are not explained in detail herein.

Referring to fig. 2, the method of the present embodiment may specifically include the following steps:

s210, receiving current multimedia data of the article to be subjected to warehousing management, which is sent by the client.

S220, inputting the current multimedia data into the trained data recognition model, and obtaining first article information according to the output result of the data recognition model.

The data recognition model may be a trained model for recognizing current multimedia data to obtain first item information, and since the recognition process may be understood as a classification process or a detection process, that is, a process of determining, from a plurality of pieces of first item information, first item information matching the current multimedia data, the data recognition model may be obtained based on model training that may implement a classification function or a detection function, for example, a deep learning model, a regional Convolutional Neural network (R-CNN) or a Support Vector Machine (SVM) that is constructed based on the YOLO algorithm, which is not specifically limited herein. It should be noted that the data recognition model constructed based on the YOLO algorithm has a high data recognition speed, and is very suitable for an application scenario requiring real-time data recognition. And inputting the current multimedia data into the data identification model, and obtaining the first article information according to the output result of the data identification model. In practical application, optionally, when the current multimedia data is a video, the current multimedia data may be firstly framed to obtain at least one frame of image, and then the images are input into the data recognition model for recognition; or directly inputting the image into the data identification model, framing the image by a framing network in the data identification model, and identifying at least one framed image by an identification network in the data identification model; etc., and are not specifically limited herein.

And S230, inquiring second item information based on the first item information, and returning the second item information to the client so as to display the second item information through the client.

S240, receiving a verification result sent by the client, and performing warehousing management on the articles based on the verification result, wherein the verification result is a result input into the client and used for representing the accuracy of the current multimedia data identification, and the accuracy is determined by the matching between the second article information and the articles.

According to the technical scheme of the embodiment of the invention, the current multimedia data is input into the data identification model, and then the first article information is obtained according to the output result of the data identification model, so that the effect of effective identification of the data identification model is realized.

According to an optional technical scheme, the data recognition model can be obtained by pre-training through the following steps: acquiring sample multimedia data and labeled article information of a second sample corresponding to the article, wherein the type of the labeled article information is the same as that of the first article information, and the type of the sample multimedia data is the same as that of the current multimedia data; and taking the sample multimedia data and the labeled article information as first training samples, and training the original recognition model based on the first training samples to obtain the data recognition model. The second sample is identical to the article, and can be understood as a sample required for training a data recognition model capable of recognizing the current multimedia data of the article. Sample multimedia data may be understood as multimedia data obtained after the acquisition of the second sample, which is of the same type as the current multimedia data, e.g. both are images or video. The labeled item information may be item information manually labeled for the second sample, the type of which is the same as that of the first item information, for example, when the first item information is an item name, the labeled item information is also the item name. On the basis, the sample multimedia data and the labeled article information are used as first training samples, and the original recognition model is trained on the basis of the first training samples, so that the data recognition model capable of realizing the data recognition function is obtained. Currently, for other articles, the above scheme may also be adopted to perform model training, so as to obtain a data recognition model capable of recognizing current multimedia data of various articles. It should be noted that, since the first item information is not necessarily the item information of the item to be subjected to warehousing management, the first sample corresponding to the first item information and the second sample corresponding to the item may be identical samples or relatively similar samples, which is related to the actual situation and is not specifically limited herein.

On the basis, optionally, the data recognition model is trained again through the following steps: under the condition that the identification of the current multimedia data is determined to be wrong according to the verification result, the current multimedia data and the information of the marked article are used as a second training sample; and retraining the data recognition model based on the second training sample, and updating the data recognition model according to a retraining result. When the current multimedia data is determined to be incorrect according to the verification result, the data identification model may have a data identification accuracy for the current multimedia data that is to be improved, or may not obtain the first item information of the item corresponding to the current multimedia data. Therefore, the current multimedia data and the labeled article information of the article can be used as a second training sample, and then the data recognition model is trained again based on the second training sample, so that the accuracy of the data recognition model for recognizing the current multimedia data corresponding to the article is improved.

Optionally, the warehouse management method may further include: and storing the sample multimedia data corresponding to the marked article information on a second storage area, and recording a second storage address of the second storage area. In this way, after the first item information is obtained based on the data identification model, for the marked item information matched with the first item information item in the marked item information of different second samples involved in the model training process, the second storage address corresponding to the marked item information can be used as a medium to obtain the sample multimedia data from the corresponding second storage area, and the sample multimedia data at this time is the historical multimedia data in the previous text, that is, the multimedia data acquired in advance for the first sample corresponding to the first item information. It should be noted that, as described above, since the first sample and the second sample may be the same or different samples, the second storage area may also be the same or different storage area from the first storage area. In the case that the current multimedia data is correctly identified, the first sample and the second sample are the same sample, and the first storage area and the second storage area are the same storage area.

In order to better understand the technical solutions involved in the model training process as a whole, the following description is made by way of example with reference to specific examples. Referring to fig. 3, the relevant person obtains in advance a second sample corresponding to the uncoded merchandise to be put in storage for the first time or a sample image of the second sample (i.e., the example of the sample multimedia data above). And if the second sample is obtained, performing all-around video recording on the second sample by using a high-definition camera, and framing the recorded video to obtain a sample image. On the basis, a sample image obtained directly or after framing is input into a sample manufacturing module, and a commodity name is marked on the sample image, so that an original recognition model constructed based on a YOLO algorithm is trained, and an image recognition model is obtained. And then uploading the sample image, the commodity name and the image recognition model to a WMS server, uploading the sample image to an image storage server through the WMS server, generating a corresponding image storage address, and returning the image storage address to the WMS server. Then, the WMS server queries the commodity master data table in the database according to the commodity name, and if a plurality of commodity numbers (i.e. commodity SKUs, where SKU is an abbreviation of Stock Keeping Unit) are queried, returns a commodity number list composed of the plurality of commodity numbers to the WMS server, so that the WMS server returns the commodity number list to the WMS terminal for display, so that relevant personnel can select a correct commodity number. And the WMS server updates the image storage address field in the corresponding commodity main data table in the database according to the selected commodity number, and completes the sample preparation after the update is successful, namely, the subsequent automatic warehousing management process can be carried out on the codeless commodity.

Fig. 4 is a flowchart of a warehouse management method provided in an embodiment of the invention. This embodiment can be applicable to and need not to paste the condition of bar code on article, realizes the condition of the automatic warehouse management of article. The method may be executed by a warehouse management device provided in an embodiment of the present invention, and the device may be implemented by software and/or hardware, and the device may be integrated on a terminal.

Referring to fig. 4, the method of the embodiment of the present invention specifically includes the following steps:

s310, obtaining current multimedia data of the article to be subjected to warehousing management, sending the current multimedia data to the server, enabling the server to obtain first article information by identifying the current multimedia data, and returning second article information inquired based on the first article information.

The current multimedia data may be data acquired by acquiring an article through a data acquisition device and input into the client, and the data acquisition device may be a camera, a video camera or the like, which is not specifically limited herein. After acquiring the current multimedia data, the client can send the current multimedia data to the server, so that the server identifies the received current multimedia data to obtain first item information and queries second item information matched with the first item information. In practical applications, assuming that the first item information is the item information of the first sample, the second item information is also the item information of the first sample.

And S320, receiving second item information and displaying the second item information.

After receiving the second article information returned by the server, the client verifies whether the displayed second article information is matched with the article by displaying the second article information, and then inputs the obtained verification result into the client.

S330, receiving a verification result input aiming at the displayed second article information, and sending the verification result to the server side so that the server side can carry out warehousing management on the articles based on the verification result, wherein the verification result is used for representing the accuracy of the current multimedia data identification, and the accuracy is determined by the matching between the second article information and the articles.

The client sends the received verification result to the server, so that the server can determine whether the information of the first article identified previously is correct according to the received verification result, and then determine how to perform warehousing management on the article, thereby realizing an automatic warehousing management process.

According to the technical scheme of the embodiment of the invention, the client acquires the current multimedia data of the article to be subjected to warehousing management and sends the current multimedia data to the server, so that the server identifies the received current multimedia data to obtain the first article information and returns the second article information inquired based on the first article information, wherein the first article information and the second article information are to be verified if the article information is the article information of the article or if the current multimedia data is correctly identified; the client receives and displays second article information returned by the server, so that relevant personnel verify whether the current multimedia data is correctly identified by determining whether the displayed second article information is matched with the article, and inputs the obtained verification result into the client; then, the client sends the received verification result to the server, so that the server can perform warehousing management on the articles based on the received verification result. Above-mentioned technical scheme can be under the condition that need not to paste the bar code on article, has realized the automatic warehouse management process of article to reduce the consumptive material cost, and guaranteed warehouse management's rate of accuracy and efficiency.

An optional technical solution, where the information matching method further includes: receiving third article information input aiming at the article, and sending the third article information to the server; so that the server performs warehousing management on the articles based on the verification result, which may include: so that the server performs warehousing management on the articles based on the third article information under the condition that the second article information is determined to be not matched with the articles based on the verification result. In the case that the relevant person determines that the displayed second item information does not match the item, in addition to inputting the verification result to the client, third item information of the item, which may be an item code or an item name, may be input to the client. In this way, the client side can send the received third article information and the verification result to the server side together, and then the server side can perform warehousing management based on the third article information matched with the article under the condition that the server side determines that the first article information identified previously is wrong according to the received verification result, so that the effectiveness of warehousing management is ensured.

Fig. 5 is a block diagram of a warehouse management system provided in an embodiment of the present invention. This embodiment can be applicable to and need not to paste the condition of bar code on article, realizes the condition of the automatic warehouse management of article. Referring to fig. 5, the warehouse management system according to the embodiment of the present invention may include: a client 410 and a server 420; the client 410 is configured to obtain current multimedia data of an article to be subjected to warehousing management, and send the current multimedia data to the server 420; the server 420 is configured to obtain first item information by identifying the received current multimedia data, and return second item information queried based on the first item information to the client 410; the client 410 is further configured to display the received second item information, receive a verification result input for the displayed second item information, and send the verification result to the server 420, where the verification result is used to indicate accuracy of current multimedia data identification, and the accuracy is determined by matching between the second item information and the item; the server 420 is further configured to perform warehousing management on the articles based on the received verification result. The client and the service end in the warehouse management system are matched with each other, so that the automatic warehouse management process of the articles can be realized under the condition that bar codes are not required to be pasted on the articles, the material cost is reduced, and the accuracy and the efficiency of warehouse management are ensured.

In order to better understand the working process of the warehousing management system as a whole, the following description is given by way of example with reference to specific examples. For example, referring to fig. 6, in order to improve the accuracy of image recognition, when operating on site, a warehouse operator places a non-coded commodity on an operation console without sundries, scans the non-coded commodity by using a camera on a terminal, sends a scanned video to a video module in a WMS server through an Application Programming Interface (API), frames the scanned video into a current image (i.e., an example of the current multimedia data in the foregoing text), and returns the current image obtained thereby. And then, the current image is sent to the image recognition module through the API, so that the image recognition module reads the image recognition model, the current image is recognized based on the read image recognition model, and the commodity name recognized by the recognition is returned to the WMS server. The WMS server queries the commodity master data table according to the commodity name, the warehouse number and the owner of the current warehouse, and returns the queried commodity name and commodity number, and the history image (i.e., the example of the history multimedia data in the above) acquired based on the queried image storage address to the terminal for presentation, so that the warehouse operator can determine whether the current image is correctly identified by checking whether the presented history image matches with the uncoded commodity. If the current image is verified to be correct in identification, subsequent warehousing management is directly carried out; otherwise, the commodity number is manually input, and then subsequent warehousing management is performed based on the input commodity number. It should be noted that, in the case of an identification error, an acquisition task may be established according to a manually input product number, and a current image acquired thereby is returned to the quality controller as a sample image, so that the quality controller may manufacture a corresponding sample through the sample manufacturing module to train the image identification model again.

As yet another example, the example shown in FIG. 3 and the example shown in FIG. 6 are now set forth in combination. Specifically, referring to fig. 7, the obtained sample image is uploaded to the sample preparation module through the image recognition module, so as to mark a commodity name for the sample image to perform model training, thereby obtaining an image recognition model. The image recognition model is stored in the WMS server, so that when relevant personnel scan the codeless commodity through a camera of the WMS terminal, the collected video can be framed based on the video module to obtain a current image, and the current image is recognized based on the stored image recognition model to obtain a commodity name. Further, a commodity main data table is inquired based on information such as commodity names, and the inquired commodity names, commodity codes and historical images are returned to the WMS terminal for displaying, so that relevant personnel verify the accuracy of current image identification. If the identification is determined to be correct, the subsequent WMS operation may be continued by clicking the identification correct button. If the identification is determined to be wrong, the commodity number can be manually input by clicking an identification error button, so that the subsequent WMS operation is continued; in addition, the current image with the recognition error can be transmitted to the sample making module to make the sample, so that the accuracy of image recognition is improved. According to the technical scheme, the code-free commodity is subjected to physical identification in an image identification mode, so that the effect of warehousing management of the code-free commodity can be achieved without sticking a bar code, and the efficiency of field operation and the values of energy conservation and emission reduction are improved.

Fig. 8 is a block diagram of a warehouse management apparatus according to an embodiment of the present invention, which is used for executing the warehouse management method according to any of the embodiments. The warehouse management device and the warehouse management method of the embodiments belong to the same inventive concept, and details which are not described in detail in the embodiments of the warehouse management device can refer to the embodiments of the warehouse management method. Referring to fig. 8, the apparatus is configured at the server, and specifically may include: a first item information obtaining module 510, a second item information returning module 520 and a warehouse management module 530.

The first article information obtaining module 510 is configured to receive current multimedia data of an article to be subjected to warehousing management, which is sent by a client, and obtain first article information by identifying the current multimedia data;

a second item information returning module 520, configured to query second item information based on the first item information, and return the second item information to the client, so as to display the second item information through the client;

and a warehousing management module 530 for receiving the verification result sent by the client, and warehousing and managing the articles based on the verification result, wherein the verification result is a result input into the client for representing the accuracy of the current multimedia data identification, and the accuracy is determined by the matching between the second article information and the articles.

Optionally, the warehouse management module 530 may include:

the first warehousing management unit is used for warehousing and managing the articles based on the second article information under the condition that the second article information is determined to be matched with the articles based on the verification result;

and/or the presence of a gas in the gas,

and the second warehousing management unit is used for receiving third article information sent by the client under the condition that the second article information is determined to be not matched with the article based on the verification result, and performing warehousing management on the article based on the third article information, wherein the third article information comprises the article information input into the client aiming at the article.

Optionally, the second item information returning module 520 may include:

the first storage address query unit is used for querying a first storage address based on the first article information, wherein historical multimedia data are stored in a first storage area represented by the first storage address, and the historical multimedia data are obtained by collecting a first sample corresponding to the first article information in advance;

and the second item information obtaining unit is used for obtaining the historical multimedia data from the first storage area based on the first storage address and taking the historical multimedia data as the second item information.

Optionally, the first item information obtaining module 510 may include:

and the first article information obtaining unit is used for inputting the current multimedia data into the trained data recognition model and obtaining the first article information according to the output result of the data recognition model.

On the basis, optionally, the data recognition model is obtained by pre-training through the following modules:

the marked article information acquisition module is used for acquiring sample multimedia data of a second sample corresponding to an article and marked article information, wherein the sample multimedia data is the same as the current multimedia data in type, and the marked article information is the same as the first article information in type;

and the data recognition model obtaining module is used for taking the sample multimedia data and the marked article information as first training samples, and training the original recognition model based on the first training samples to obtain the data recognition model.

On the basis, optionally, the data recognition model is trained again through the following modules:

the second training sample obtaining module is used for taking the current multimedia data and the marked article information as a second training sample under the condition that the identification error of the current multimedia data is determined according to the verification result;

and the data recognition model updating module is used for retraining the data recognition model based on the second training sample and updating the data recognition model according to a retraining result.

Alternatively, the data identification device may further include:

and the second storage address recording module is used for storing the sample multimedia data corresponding to the marked article information in a second storage area and recording a second storage address of the second storage area.

In the warehousing management device provided by the embodiment of the invention, the server receives the current multimedia data of the article to be subjected to warehousing management, which is sent by the client through the first article information obtaining module, and identifies the current multimedia data to obtain the first article information, wherein whether the first article information is the article information of the article or whether the current multimedia data is correctly identified is to be verified; the server inquires second article information matched with the first article information through a second article information returning module and returns the second article information to the client, so that relevant personnel can verify whether the current multimedia data is correctly identified by determining whether the displayed second article information is matched with the article, and the obtained verification result is input into the client; the server receives the verification result sent by the client through the warehousing management module, so that warehousing management can be performed on the articles based on the verification result. Above-mentioned device can be under the condition that need not to paste the bar code on article, has realized the automatic warehouse management process of article to reduce the consumptive material cost, and guaranteed warehouse management's rate of accuracy and efficiency.

The warehouse management device provided by the embodiment of the invention can execute the warehouse management method provided by any embodiment of the invention, and has corresponding functional modules and beneficial effects of the execution method.

It should be noted that, in the embodiment of the warehouse management device, the included units and modules are merely divided according to the functional logic, but are not limited to the above division, as long as the corresponding functions can be implemented; in addition, specific names of the functional units are only for convenience of distinguishing from each other, and are not used for limiting the protection scope of the present invention.

Fig. 9 is a block diagram of a warehouse management apparatus according to an embodiment of the present invention, which is used for executing the warehouse management method according to any of the embodiments. The warehouse management device and the warehouse management method of the embodiments belong to the same inventive concept, and details which are not described in detail in the embodiments of the warehouse management device can refer to the embodiments of the warehouse management method. Referring to fig. 9, the apparatus is configured at the client, and specifically may include: a current multimedia data transmission module 610, a second item information presentation module 620, and a verification result transmission module 630.

The current multimedia data sending module 610 is configured to obtain current multimedia data of an article to be subjected to warehousing management, send the current multimedia data to the server, enable the server to obtain first article information by identifying the current multimedia data, and return second article information queried based on the first article information;

the second item information display module 620 is configured to receive second item information and display the second item information;

and a verification result sending module 630, configured to receive a verification result input for the second item information displayed, and send the verification result to the server, so that the server performs warehousing management on the item based on the verification result, where the verification result is used to indicate accuracy of current multimedia data identification, and the accuracy is determined by matching between the second item information and the item.

Optionally, the warehouse management device may further include:

the third article information sending module is used for receiving third article information input aiming at the articles and sending the third article information to the server;

the verification result transmitting module 630 may include:

and the third warehousing management unit is used for enabling the server to perform warehousing management on the articles based on the third article information under the condition that the second article information is determined to be not matched with the articles based on the verification result.

In the warehousing management device provided by the embodiment of the invention, the client acquires the current multimedia data of an article to be subjected to warehousing management through the current multimedia data transmitting module, and transmits the current multimedia data to the server, so that the server identifies the received current multimedia data to obtain first article information and returns second article information inquired based on the first article information, wherein the first article information and the second article information are to be verified, and whether the current multimedia data are correctly identified or not is the article information of the article; the client receives and displays the second item information returned by the server through the second item information display module, so that related personnel can verify whether the current multimedia data is correctly identified by determining whether the displayed second item information is matched with the item, and the obtained verification result is input into the client; then, the client sends the received verification result to the server through the verification result sending module, so that the server can perform warehousing management on the articles based on the received verification result. Above-mentioned device can be under the condition that need not to paste the bar code on article, has realized the automatic warehouse management process of article to the consumptive material cost has been reduced, and the rate of accuracy and the efficiency of warehouse management have been guaranteed.

It should be noted that, in the embodiment of the warehouse management device, the included units and modules are only divided according to functional logic, but are not limited to the above division, as long as the corresponding functions can be realized; in addition, specific names of the functional units are only for convenience of distinguishing from each other, and are not used for limiting the protection scope of the present invention.

Fig. 10 illustrates a schematic diagram of a server or a terminal (hereinafter referred to as the electronic device 10 for simplicity) that can be used to implement an embodiment of the invention. Electronic devices are intended to represent various forms of digital computers, such as laptops, desktops, workstations, personal digital assistants, servers, blade servers, mainframes, and other appropriate computers. The electronic device may also represent various forms of mobile devices, such as personal digital assistants, cellular phones, smart phones, wearable devices (e.g., helmets, glasses, watches, etc.), and other similar computing devices. The components shown herein, their connections and relationships, and their functions, are meant to be exemplary only, and are not meant to limit implementations of the inventions described and/or claimed herein.

As shown in fig. 10, the electronic device 10 includes at least one processor 11, and a memory communicatively connected to the at least one processor 11, such as a Read Only Memory (ROM) 12, a Random Access Memory (RAM) 13, and the like, wherein the memory stores a computer program executable by the at least one processor, and the processor 11 may perform various suitable actions and processes according to the computer program stored in the Read Only Memory (ROM) 12 or the computer program loaded from a storage unit 18 into the Random Access Memory (RAM) 13. In the RAM 13, various programs and data necessary for the operation of the electronic apparatus 10 can also be stored. The processor 11, the ROM 12, and the RAM 13 are connected to each other via a bus 14. An input/output (I/O) interface 15 is also connected to bus 14.

A number of components in the electronic device 10 are connected to the I/O interface 15, including: an input unit 16 such as a keyboard, a mouse, or the like; an output unit 17 such as various types of displays, speakers, and the like; a storage unit 18 such as a magnetic disk, an optical disk, or the like; and a communication unit 19 such as a network card, modem, wireless communication transceiver, etc. The communication unit 19 allows the electronic device 10 to exchange information/data with other devices via a computer network such as the internet and/or various telecommunication networks.

The processor 11 may be a variety of general and/or special purpose processing components having processing and computing capabilities. Some examples of processor 11 include, but are not limited to, a Central Processing Unit (CPU), a Graphics Processing Unit (GPU), various specialized Artificial Intelligence (AI) computing chips, various processors running machine learning model algorithms, a Digital Signal Processor (DSP), and any suitable processor, controller, microcontroller, or the like. The processor 11 performs the various methods and processes described above, such as the warehouse management method.

In some embodiments, the warehouse management method may be implemented as a computer program that is tangibly embodied in a computer-readable storage medium, such as storage unit 18. In some embodiments, part or all of the computer program may be loaded and/or installed onto the electronic device 10 via the ROM 12 and/or the communication unit 19. When the computer program is loaded into RAM 13 and executed by processor 11, one or more steps of the warehouse management method described above may be performed. Alternatively, in other embodiments, the processor 11 may be configured to perform the warehouse management method by any other suitable means (e.g., by means of firmware).

Various implementations of the systems and techniques described here above may be implemented in digital electronic circuitry, integrated circuitry, field Programmable Gate Arrays (FPGAs), application Specific Integrated Circuits (ASICs), application Specific Standard Products (ASSPs), system on a chip (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and/or combinations thereof. These various embodiments may include: implemented in one or more computer programs that are executable and/or interpretable on a programmable system including at least one programmable processor, which may be special or general purpose, receiving data and instructions from, and transmitting data and instructions to, a storage system, at least one input device, and at least one output device.

A computer program for implementing the methods of the present invention may be written in any combination of one or more programming languages. These computer programs may be provided to a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus, such that the computer programs, when executed by the processor, cause the functions/acts specified in the flowchart and/or block diagram block or blocks to be performed. A computer program can execute entirely on a machine, partly on a machine, as a stand-alone software package partly on a machine and partly on a remote machine or entirely on a remote machine or server.

In the context of the present invention, a computer-readable storage medium may be a tangible medium that can contain, or store a computer program for use by or in connection with an instruction execution system, apparatus, or device. A computer readable storage medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. Alternatively, the computer readable storage medium may be a machine readable signal medium. More specific examples of a machine-readable storage medium would include an electrical connection based on one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.

To provide for interaction with a user, the systems and techniques described here can be implemented on an electronic device having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to a user; and a keyboard and a pointing device (e.g., a mouse or a trackball) by which a user may provide input to the electronic device. Other kinds of devices may also be used to provide for interaction with a user; for example, feedback provided to the user can be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form, including acoustic, speech, or tactile input.

The systems and techniques described here can be implemented in a computing system that includes a back-end component (e.g., as a data server), or that includes a middleware component (e.g., an application server), or that includes a front-end component (e.g., a user computer having a graphical user interface or a web browser through which a user can interact with an implementation of the systems and techniques described here), or any combination of such back-end, middleware, or front-end components. The components of the system can be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: local Area Networks (LANs), wide Area Networks (WANs), blockchain networks, and the internet.

The computing system may include clients and servers. A client and server are generally remote from each other and typically interact through a communication network. The relationship of client and server arises by virtue of computer programs running on the respective computers and having a client-server relationship to each other. The server can be a cloud server, also called a cloud computing server or a cloud host, and is a host product in a cloud computing service system, so that the defects of high management difficulty and weak service expansibility in the traditional physical host and VPS service are overcome.

It should be understood that various forms of the flows shown above may be used, with steps reordered, added, or deleted. For example, the steps described in the present invention may be executed in parallel, sequentially, or in different orders, and are not limited herein as long as the desired results of the technical solution of the present invention can be achieved.

The above-described embodiments should not be construed as limiting the scope of the invention. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions may be made in accordance with design requirements and other factors. Any modification, equivalent replacement, and improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims

1. A warehouse management method, applied to a server, the method comprising:

inquiring second item information based on the first item information, and returning the second item information to the client so as to display the second item information through the client;

receiving a verification result sent by the client, and performing warehousing management on the article based on the verification result, wherein the verification result is a result input into the client and used for representing the accuracy of the current multimedia data identification, and the accuracy is determined by the matching between the second article information and the article.

2. The method according to claim 1, wherein said warehousing said articles based on said verification comprises:

in the event that it is determined based on the verification result that the second item information matches the item, performing warehousing management on the item based on the second item information;

and/or the presence of a gas in the gas,

and in the case that the second article information is determined not to match with the article based on the verification result, receiving third article information sent by the client, and performing warehousing management on the article based on the third article information, wherein the third article information comprises the article information input into the client for the article.

3. The method of claim 1, wherein querying second item information based on the first item information comprises:

inquiring a first storage address based on the first article information, wherein historical multimedia data are stored in a first storage area represented by the first storage address, and the historical multimedia data are obtained by collecting a first sample corresponding to the first article information in advance;

and acquiring the historical multimedia data from the first storage area based on the first storage address, and taking the historical multimedia data as second article information.

4. The method of claim 1, wherein the identifying the current multimedia data to obtain the first item information comprises:

and inputting the current multimedia data into the trained data recognition model, and obtaining first article information according to the output result of the data recognition model.

5. The method of claim 4, wherein the data recognition model is pre-trained by:

obtaining sample multimedia data and labeled article information of a second sample corresponding to the article, wherein the sample multimedia data is the same as the current multimedia data in type, and the labeled article information is the same as the first article information in type;

and taking the sample multimedia data and the labeled article information as first training samples, and training an original recognition model based on the first training samples to obtain the data recognition model.

6. The method of claim 5, wherein the data recognition model is retrained by:

under the condition that the current multimedia data are determined to be wrong in identification according to the verification result, taking the current multimedia data and the marked article information as a second training sample;

and retraining the data recognition model based on the second training sample, and updating the data recognition model according to a retraining result.

7. The method of claim 5, further comprising:

and storing the sample multimedia data corresponding to the marked article information on a second storage area, and recording a second storage address of the second storage area.

8. A method for warehouse management, applied to a client, the method comprising:

acquiring current multimedia data of an article to be subjected to warehousing management, sending the current multimedia data to a server, so that the server identifies the current multimedia data to obtain first article information, and returning second article information inquired based on the first article information;

receiving the second article information and displaying the second article information;

receiving a verification result input aiming at the second article information displayed, and sending the verification result to the server so that the server performs warehousing management on the articles based on the verification result, wherein the verification result is used for representing the accuracy of the current multimedia data identification, and the accuracy is determined by the matching between the second article information and the articles.

9. The method of claim 8, further comprising:

receiving third article information input aiming at the article, and sending the third article information to the server;

the warehousing management of the articles by the service end based on the verification result comprises the following steps:

so that the server performs warehousing management on the article based on the third article information under the condition that the second article information is determined to be not matched with the article based on the verification result.

10. The warehouse management system is characterized by comprising a client and a server; wherein,

the client is used for acquiring current multimedia data of an article to be subjected to warehousing management and sending the current multimedia data to the server;

the server is further used for carrying out warehousing management on the articles based on the received verification result.

11. A warehouse management device, configured at a server, the device comprising:

the first article information obtaining module is used for receiving current multimedia data of an article to be subjected to warehousing management, which is sent by a client, and obtaining first article information by identifying the current multimedia data;

and the warehouse management module is used for receiving a verification result sent by the client and performing warehouse management on the article based on the verification result, wherein the verification result is a result which is input into the client and used for representing the accuracy of the current multimedia data identification, and the accuracy is determined by the matching between the second article information and the article.

12. A warehouse management device, configured at a client, the device comprising:

the current multimedia data sending module is used for acquiring current multimedia data of an article to be subjected to warehousing management, sending the current multimedia data to a server, so that the server obtains first article information by identifying the current multimedia data, and returning second article information inquired based on the first article information;

the second article information display module is used for receiving the second article information and displaying the second article information;

and the verification result sending module is used for receiving a verification result input aiming at the second article information displayed and sending the verification result to the server so that the server performs warehousing management on the article based on the verification result, wherein the verification result is used for representing the accuracy of the current multimedia data identification, and the accuracy is determined by the matching between the second article information and the article.

13. A server, comprising:

at least one processor; and

a memory communicatively coupled to the at least one processor; wherein,

the memory stores a computer program executable by the at least one processor, the computer program being executable by the at least one processor to cause the at least one processor to perform the warehouse management method according to any one of claims 1-7.

14. A terminal, comprising:

at least one processor; and

a memory communicatively coupled to the at least one processor; wherein,

the memory stores a computer program executable by the at least one processor, the computer program being executable by the at least one processor to cause the at least one processor to perform the warehouse management method according to any of claims 8-9.

15. A computer-readable storage medium storing computer instructions for causing a processor to perform the warehouse management method according to any one of claims 1 to 9 when executed.