CN111383124A - User material verification method and device - Google Patents
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Abstract
The embodiment of the specification provides a method and a device for verifying user materials, wherein the method comprises the following steps: when receiving an uploading request of a user for a target user material, a server asynchronously executes picture identification operation on the target user material according to the uploading request of the user, wherein the target user material is at least part of user materials in a plurality of user materials which need to be uploaded and submitted by the user, and the target user material comprises pictures; after the identification result of the target user material is obtained through identification, the identification result is cached, and the identification results of the user materials can be cached and obtained on the basis of the same method; when receiving a submission request of a user for the user materials, acquiring cached identification results of the user materials according to the submission request of the user; and verifying the plurality of user materials based on the identification results of the plurality of user materials.
Description
Technical Field
The present disclosure relates to the field of information processing, and in particular, to a method and an apparatus for verifying user material.
Background
At present, in some application scenarios, when a user wants to achieve a certain purpose through the internet, the user generally needs to submit relevant materials to a corresponding server, and the server can provide corresponding services to the user to achieve the purpose of the user under the condition that the materials are verified to be correct. For example, in a typical claim settlement scenario, when a user wants to apply for a claim through the internet, the server may submit materials related to the claim settlement to the server for claim settlement, and after receiving the materials submitted by the user, the server may verify the materials and provide a claim settlement service for the user if the materials are verified to be correct.
In practical applications, the materials that the user needs to submit are usually many, and in such a case, the user often wants that the server can quickly verify the submitted materials. However, there is currently a lack of an effective solution to achieve the above objectives.
Disclosure of Invention
The embodiment of the specification provides a user material verification method and device, and is used for solving the problem that a plurality of user materials submitted by a user cannot be quickly verified at present.
In order to solve the above technical problem, the embodiments of the present specification are implemented as follows:
in a first aspect, a method for verifying customer material is provided, including:
according to an uploading request of a user for uploading target user materials, asynchronously executing picture identification operation on the target user materials, wherein the target user materials are at least part of user materials in a plurality of user materials which need to be uploaded and submitted by the user, and the target user materials comprise pictures;
caching the identification result of the target user material;
obtaining cached identification results of the user materials according to submission requests of the user to the user materials;
and verifying the plurality of user materials based on the identification results of the plurality of user materials.
In a second aspect, a verification apparatus for user material is provided, including:
the identification unit is used for asynchronously executing picture identification operation on a target user material according to an uploading request of a user for uploading the target user material, wherein the target user material is at least part of user materials in a plurality of user materials which need to be uploaded and submitted by the user, and the target user material comprises pictures;
the storage unit caches the identification result of the target user material;
the obtaining unit is used for obtaining the cached identification results of the user materials according to the submission requests of the user to the user materials;
and the verification unit is used for verifying the user materials based on the identification results of the user materials.
In a third aspect, an electronic device is provided, which includes:
a processor; and
a memory arranged to store computer executable instructions that, when executed, cause the processor to:
according to an uploading request of a user for uploading target user materials, asynchronously executing picture identification operation on the target user materials, wherein the target user materials are at least part of user materials in a plurality of user materials which need to be uploaded and submitted by the user, and the target user materials comprise pictures;
caching the identification result of the target user material;
obtaining cached identification results of the user materials according to submission requests of the user to the user materials;
and verifying the plurality of user materials based on the identification results of the plurality of user materials.
In a fourth aspect, a computer-readable storage medium is presented, the computer-readable storage medium storing one or more programs that, when executed by an electronic device comprising a plurality of application programs, cause the electronic device to perform the method of:
according to an uploading request of a user for uploading target user materials, asynchronously executing picture identification operation on the target user materials, wherein the target user materials are at least part of user materials in a plurality of user materials which need to be uploaded and submitted by the user, and the target user materials comprise pictures;
caching the identification result of the target user material;
obtaining cached identification results of the user materials according to submission requests of the user to the user materials;
and verifying the plurality of user materials based on the identification results of the plurality of user materials.
At least one technical scheme adopted by one or more embodiments of the specification can achieve the following technical effects:
according to the technical scheme provided by one or more embodiments of the specification, in the process of uploading a plurality of user materials to be submitted by a user, when an uploading request of the user for at least part of the user materials in the plurality of user materials is received, the user materials can be identified in an asynchronous execution mode, and the identification result is cached, so that the identification result of the plurality of user materials can be cached before the user submits the plurality of user materials; then, when a submission request of the user for the plurality of user materials is received, the cached identification results of the plurality of user materials may be obtained, and the plurality of user materials may be verified based on the identification results. The identification process of the user materials can be prepositioned to the stage of uploading the user materials, namely the identification results of the user materials can be identified and cached before the user submits the user materials, so that the cached identification results can be directly obtained and verified after the user submits the user materials, the time required by verification can be saved, and the purpose of quickly verifying the user materials is realized; in addition, in the process of uploading the user materials by the user, the materials uploaded by the user are identified in an asynchronous mode, so that the uploading of other user materials by the user is not influenced.
Drawings
In order to more clearly illustrate the embodiments of the present specification or the technical solutions in the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly introduced below, it is obvious that the drawings in the following description are only some embodiments described in the embodiments of the present specification, and for those skilled in the art, other drawings can be obtained according to the drawings without any creative efforts.
FIG. 1 is a flow diagram illustrating a method for verifying customer material in accordance with one embodiment of the present disclosure;
FIG. 2 is a flow diagram illustrating a method for verifying customer material in accordance with one embodiment of the present disclosure;
FIG. 3 is a schematic block diagram of an electronic device according to an embodiment of the present disclosure;
fig. 4 is a schematic structural diagram of a verification device for user material according to an embodiment of the present disclosure.
Detailed Description
In order to make those skilled in the art better understand the technical solutions in the embodiments of the present disclosure, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below with reference to the drawings in one or more embodiments of the present disclosure, and it is obvious that the described embodiments are only a part of the embodiments of the present disclosure, and not all embodiments. All other embodiments obtained by a person skilled in the art without making creative efforts based on the embodiments in the present description shall fall within the protection scope of this document.
At present, when a server side verifies user materials, the materials submitted by a user are generally verified uniformly after the user submits the materials. Specifically, the image recognition can be performed on the materials submitted by the user uniformly, and whether the materials submitted by the user are correct is judged, for example, whether the types of the materials meet the requirements, whether the materials include necessary signatures or stamps, and the like. However, in practical applications, when the unified verification is performed on the materials submitted by the user, it takes a relatively long time, and particularly, when the number of the materials to be submitted by the user is large, the user materials cannot be quickly verified.
For a user, generally, after a server checks materials submitted by the user, if the materials submitted by the user are wrong, the server needs to remind the user to submit the materials again; if the materials submitted by the user are correct, the user can be reminded that the submitted materials are correct without re-submitting the materials. In this case, if the user needs to wait for a long time after submitting the user material to know whether the uploaded material is correct, the user experience is also affected to a certain extent.
In order to solve the above technical problems, embodiments of the present specification provide a method and an apparatus for verifying a user material, where an identification process of multiple user materials is advanced to a stage of uploading the user materials, that is, before a user submits the multiple user materials, identification results of the multiple user materials are obtained by identifying and caching, and after the user submits the multiple user materials, the cached identification results can be directly obtained and verified, so that time required for verification can be saved, and a purpose of quickly verifying the user materials is achieved; in addition, in the process of uploading the user materials by the user, the materials uploaded by the user are identified in an asynchronous mode, so that the uploading of other user materials by the user is not influenced.
It should be noted that an application scenario in the embodiment of this specification may be a scenario in which a user submits a user material to a server through the internet, so that the server provides a corresponding service for the user after the user material is verified, which is not illustrated here.
In an exemplary embodiment, the scenario may be a claim settlement scenario, in which a user may submit a plurality of user materials related to a claim to a server for performing the claim settlement, and the server, after receiving the plurality of user materials submitted by the user, may verify the materials and perform the claim settlement on the user if the materials submitted by the user are determined to be correct. For ease of understanding, the following embodiments of the present specification may be described by taking a claim scenario as an example.
The technical solutions provided by the embodiments of the present description are described in detail below with reference to the accompanying drawings.
Fig. 1 is a flowchart illustrating a verification method for user material according to an embodiment of the present disclosure. The execution subject of the method may be the server described above, and the method is as follows.
S102: according to an uploading request of a user for uploading target user materials, asynchronously executing picture identification operation on the target user materials, wherein the target user materials are at least part of user materials in a plurality of user materials which need to be uploaded and submitted by the user, and the target user materials comprise pictures.
In S102, before submitting a plurality of user materials to the server, the user may upload a plurality of user materials to be submitted. Any user material that the user needs to submit may include a picture, that is, the user may upload a plurality of user materials in the form of pictures.
In this embodiment, when the user uploads a plurality of user materials to be submitted, the user may enter an interface (for example, a material upload page) provided by the server for the user to upload the user materials, and upload the plurality of user materials based on the interface.
It should be noted that, in the interface provided by the server for the user, a plurality of pit positions may be displayed, one pit position may be used to upload one or more user materials of the same type, and a plurality of pit positions may be used to upload different types of user materials. When uploading user materials, a user can upload the user materials one pit position by one pit position, namely, aiming at any pit position, the user can click the pit position to upload the user materials, and after uploading is completed, the user can click the next pit position to continue uploading the user materials. If a user needs to upload a plurality of user materials at a pit, the user can upload one user material at the pit and then continue to upload other user materials at the pit.
In this embodiment, when the user completes uploading at least part of the user materials (for convenience of differentiation, the user materials may be referred to as target user materials hereinafter), it may be regarded that an upload request for the target user materials is sent to the server. Preferably, the target user material may be any one of a plurality of user materials, that is, when a user finishes uploading one user material, the target user material may be regarded as sending an upload request for the one user material to the server; optionally, the target user material may also be N user materials in the plurality of user materials, where N is an integer, and N is greater than 1 and smaller than the total number of the plurality of user materials, that is, when the user finishes uploading the N user materials, the target user material may be regarded as sending an upload request for the N user materials to the server.
In order to improve the efficiency of the server for checking the user materials, this embodiment may be described by taking the target user material as any user material in a plurality of user materials, that is, each time a user finishes uploading a user material, the user material may be regarded as sending an upload request to the server.
After receiving the uploading request of the user, the server side can identify the picture of the target user material uploaded by the user. When the server identifies the target user material, in order not to affect the uploading of other user materials by the user, the server may perform the image identification operation on the target user material in an asynchronous manner. Specifically, after receiving an upload request of a target user material, the server may create an asynchronous task, and execute a picture recognition operation on the target user material based on the created asynchronous task.
In this embodiment, when the server performs image recognition on the target user material in an asynchronous manner, the material type of the target user material can be recognized. Specifically, the server may identify the material type of the target user material by using at least one of the following methods:
the first method comprises the following steps:
keywords corresponding to different material types may be predetermined, and one material type may correspond to one or more keywords. When the server identifies the picture of the target user material, an OCR (Optical character recognition) may be used to identify a text included in the target user material, and then the text may be matched with a predetermined keyword corresponding to a different material type, and if the matching is successful, the material type corresponding to the keyword that is successfully matched may be determined as the material type of the target user material.
The second method comprises the following steps:
a classification model may be trained in advance based on different types of sample material (including pictures), which may be used to identify the material type of the user material.
When the server side identifies the target user material by pictures, a classification model obtained by pre-training can be obtained, the target user material is used as the input of the classification model, and the material type of the target user material can be output based on the classification model.
In practical applications, it is preferable to perform image recognition on the target user material by using the above two methods at the same time, and determine the material type of the target user material based on the recognition result.
In this embodiment, when the server performs image recognition on the target user material in an asynchronous manner, it may also recognize whether key information in the target user material is obtained, where the key information may include at least one of a stamp and a signature, and the stamp and the signature may be used to prove the credibility of the target user material. The specific implementation mode is as follows:
the server side can obtain sample materials including key information and sample materials not including the key information in advance, and obtain a recognition model based on the materials in a training mode, wherein the recognition model can be used for recognizing whether the user materials include the key information or not.
When the server side identifies the target user material, the identification model obtained through pre-training can be obtained, the target user material is used as the input of the identification model, and whether the target user material comprises key information or not can be determined based on the identification model.
In summary, when the server performs picture recognition on the target user material, the recognition result may include at least one of the following information: a material type of the target user material, whether the target user material is related to the key information. This embodiment may be described by taking an example in which the identification result includes the material type of the target user material and whether the target user material is related to the key information.
S104: and caching the identification result of the target user material.
In S104, after the server identifies the identification result of the target user material, the identification result of the target user material may be cached in the server.
In this embodiment, in order to facilitate the server to obtain the recognition result of the target user material in the subsequent process, when the server caches the recognition result of the target user material, the server may determine the material identifier of the target user material, and cache the recognition result of the target user material according to the material identifier, that is, cache the material identifier and the recognition result of the target user material correspondingly. The material identifier of the target user material can be carried by the target user material itself and obtained through the OCR recognition.
It should be noted that, in the process of identifying a target user material, a user may also upload other user materials at the same time, and when receiving an upload request of the user for the other user materials, the server may perform image identification on the other user materials based on the same method and cache the identification results, so that after the user finishes uploading a plurality of user materials to be submitted, the server may cache the identification results of the plurality of user materials.
S106: and obtaining the cached identification results of the user materials according to the submission requests of the user to the user materials.
In S106, after the user finishes uploading the multiple user materials to be submitted, a submission request for the multiple user materials may be sent to the server.
For example, the server may display a submit button in an interface for the user to upload the user material, and when the user confirms to submit the uploaded user materials, the submit button may be clicked, and at this time, it may be considered that the user has sent a submit request for the user materials to the server.
After receiving a submission request of a user, the server may obtain the cached identification results of the multiple user materials, so as to verify the multiple user materials submitted by the user. When the server side obtains the identification results of the plurality of user materials, the specific implementation mode is as follows:
firstly, a material list can be generated according to a submission request of a user, and the material list can comprise a plurality of material identifications corresponding to a plurality of user materials; secondly, the identification results of the plurality of cached user materials can be loaded into a material list based on the plurality of material identifications.
Therefore, on one hand, the identification result of the user material can be obtained according to the material identification, so that the identification results corresponding to the user materials can be accurately obtained, on the other hand, the identification results of the user materials are loaded into the material list, so that the user materials can be conveniently and uniformly verified on the basis of the material list, and the verification efficiency is further improved.
S108: and verifying the plurality of user materials based on the identification results of the plurality of user materials.
In S108, the server may check the multiple user materials based on the obtained identification results of the multiple user materials to determine whether the multiple user materials are wrong, that is, whether the multiple user materials submitted by the user meet the specification.
In this embodiment, taking the identification results of multiple users as examples, including the material types of multiple user materials and whether there is key information in the multiple user materials, when the server checks the multiple user materials, the specific implementation manner is as follows:
first, material types of a plurality of user materials and key information in the plurality of user materials may be determined based on recognition results of the plurality of user materials.
Specifically, the server may cluster the recognition results of the plurality of user materials according to the material types, and determine which material types are included in the plurality of user materials and whether the user material of each material type is related to the key information according to the clustering result.
Secondly, whether the material types of the plurality of user materials comprise the target material type or not and whether the key information in the plurality of user materials comprises the target key information or not are judged.
The target material type is one or more material types which need to be uploaded and submitted by the user, and the target key information is the key information which needs to be uploaded and submitted by the user.
Finally, after the judgment, if the material types of the user materials comprise target material types and the key information in the user materials comprises target key information, the user materials submitted by the user can be determined to be in accordance with the specification, and the user materials can be determined to be correct; on the contrary, if the material types of the user materials do not include the target material type, or the key information in the user materials does not include the target key information, it may be determined that the user materials submitted by the user do not meet the specification, and it may be determined that the user materials are wrong at this time.
It should be noted that, in the above method for verifying the user material, the plurality of user materials submitted by the user are clustered and then verified, so that even if the type of the user material uploaded by the user at a certain pit is incorrect, the plurality of user materials submitted finally include the type of the material to be uploaded at the pit, and the material uploaded by the user can be considered to be correct. For example, a user needs to upload a user material with a material type a at the pit site 1 and upload a user material with a material type B at the pit site 2, but actually, the user uploads the user material with the material type B at the pit site 1 and uploads the user material with the material type a at the pit site 2, and based on the verification method, the user uploaded material can be considered to be correct (because the final result is that the user uploads the user materials with two material types (a and B)), so that the user can be prevented from uploading the user material again, and the user operation is simplified.
Optionally, when it is determined that the plurality of user materials submitted by the user are correct, a prompt message may be sent to the user to prompt the user that the user materials submitted by the user are correct without re-submission; when it is determined that the plurality of user materials submitted by the user are wrong, prompt information can be sent to the user to prompt the user that the user materials submitted by the user are wrong and need to be submitted again.
Preferably, the server, upon determining that the plurality of user materials submitted by the user are faulty, may further determine which user materials submitted by the user are faulty and specific error information of the user materials (e.g., whether the types of the materials are not correct or there is no key information in the materials). Therefore, when the user is prompted to resubmit the user material, the user can be prompted which materials are wrong and specific error information, so that the user can determine the correct user material according to the prompt and resubmit the user material, and the user operation can be simplified.
In this embodiment, since the server may forward the identification process of the plurality of user materials to the stage of uploading the user materials, that is, before the user submits the plurality of user materials, the identification results of the plurality of user materials may be identified and cached, after the user submits the plurality of user materials, the cached identification results may be directly obtained and verified, and the plurality of user materials submitted by the user do not need to be identified, so that the time required for verification may be saved, and the purpose of quickly verifying the user materials may be achieved; in addition, in the process of uploading the user materials by the user, the materials uploaded by the user are identified in an asynchronous mode, so that the uploading of other user materials by the user is not influenced.
For facilitating understanding of the technical solutions provided by the embodiments of the present description, reference may be made to fig. 2. The embodiment shown in fig. 2 and the embodiment shown in fig. 1 belong to the same inventive concept, and the embodiment shown in fig. 2 may also be executed by the server described in the embodiment shown in fig. 1, and specifically may include the following steps:
s201: receiving an uploading request of a user for uploading target user materials, wherein the target user materials are at least part of user materials in a plurality of user materials which need to be uploaded and submitted by the user.
Before submitting a plurality of user materials to the server, the user can upload the user materials to be submitted in a material uploading page provided by the server, wherein the user materials comprise pictures.
When a user uploads a plurality of user materials, the user can upload the user materials for a plurality of times, at least part of the user materials (namely target user materials) in the plurality of user materials can be uploaded each time, and the server can receive an upload request of the user each time the target user materials are uploaded.
S202: and according to the uploading request of the user, asynchronously executing the picture identification operation of the target user material.
When receiving an upload request of a user, the server side can perform picture recognition on uploaded target user materials in an asynchronous mode.
After the picture recognition is performed, a recognition result of the target user material may be obtained, where the recognition result may include a material type of the target user material and whether key information is related in the target user material, and the key information includes at least one of a stamp and a signature. The material type of the target user material may be determined by the OCR and the classification model obtained by the pre-training at the same time, and whether there is key information in the target user material may be determined by the recognition model obtained by the pre-training, which may specifically refer to corresponding contents recorded in the embodiment shown in fig. 1, and will not be described again here.
S203: and caching the identification result of the target user material according to the material identification of the target user material.
S204: and caching the identification results of the user materials based on the same method.
It should be noted that, in the process of identifying a target user material, a user may also upload other user materials at the same time, and when receiving an upload request of the user for the other user materials, the server may perform image identification on the other user materials based on the same method and cache the identification results, so that after the user finishes uploading a plurality of user materials to be submitted, the server may cache the identification results of the plurality of user materials.
S205: a user submission request for a plurality of user material is received.
After the user uploads a plurality of user materials to be submitted, the user can submit the uploaded user materials, and the server can receive a submission request of the user.
S206: and generating a material list according to the submission request of the user, wherein the material list comprises a plurality of material identifications corresponding to a plurality of user materials.
S207: and loading the cached recognition results of the plurality of user materials into a material list according to the plurality of material identifications.
S208: and judging whether the material types of the plurality of user materials comprise the target material type or not and whether the key information in the plurality of user materials comprises the target key information or not.
The target material type is one or more material types which need to be uploaded and submitted by the user, and the target key information is the key information which needs to be uploaded and submitted by the user.
If the material types of the plurality of user materials include the target material type and the key information in the plurality of user materials includes the target key information, S209 may be executed; on the contrary, if the material types of the plurality of user materials do not include the target material type, or the key information of the plurality of user materials does not include the target key information, S210 may be performed.
S209: determining that the plurality of customer materials submitted by the customer are error-free.
Thereafter, S211 may be performed.
S210: it is determined that the plurality of user material submitted by the user is erroneous.
S211: and sending prompt information to the user.
If the user materials submitted by the user are correct, the user can be prompted that the uploaded user materials are correct without uploading again; if the plurality of user materials submitted by the user are wrong, the user can be prompted to upload the wrong user materials again.
According to the technical scheme provided by one or more embodiments of the specification, in the process of uploading a plurality of user materials to be submitted by a user, when an uploading request of the user for at least part of the user materials in the plurality of user materials is received, the user materials can be identified in an asynchronous execution mode, and the identification result is cached, so that the identification result of the plurality of user materials can be cached before the user submits the plurality of user materials; then, when a submission request of the user for the plurality of user materials is received, the cached identification results of the plurality of user materials may be obtained, and the plurality of user materials may be verified based on the identification results. The identification process of the user materials can be prepositioned to the stage of uploading the user materials, namely the identification results of the user materials can be identified and cached before the user submits the user materials, so that the cached identification results can be directly obtained and verified after the user submits the user materials, the time required by verification can be saved, and the purpose of quickly verifying the user materials is realized; in addition, in the process of uploading the user materials by the user, the materials uploaded by the user are identified in an asynchronous mode, so that the uploading of other user materials by the user is not influenced.
The foregoing description has been directed to specific embodiments of this disclosure. Other embodiments are within the scope of the following claims. In some cases, the actions or steps recited in the claims may be performed in a different order than in the embodiments and still achieve desirable results. In addition, the processes depicted in the accompanying figures do not necessarily require the particular order shown, or sequential order, to achieve desirable results. In some embodiments, multitasking and parallel processing may also be possible or may be advantageous.
Fig. 3 is a schematic structural diagram of an electronic device according to an embodiment of the present disclosure. Referring to fig. 3, at a hardware level, the electronic device includes a processor, and optionally further includes an internal bus, a network interface, and a memory. The Memory may include a Memory, such as a Random-Access Memory (RAM), and may further include a non-volatile Memory, such as at least 1 disk Memory. Of course, the electronic device may also include hardware required for other services.
The processor, the network interface, and the memory may be connected to each other via an internal bus, which may be an ISA (Industry Standard Architecture) bus, a PCI (peripheral component Interconnect) bus, an EISA (Extended Industry Standard Architecture) bus, or the like. The bus may be divided into an address bus, a data bus, a control bus, etc. For ease of illustration, only one double-headed arrow is shown in FIG. 3, but this does not indicate only one bus or one type of bus.
And the memory is used for storing programs. In particular, the program may include program code comprising computer operating instructions. The memory may include both memory and non-volatile storage and provides instructions and data to the processor.
The processor reads the corresponding computer program from the nonvolatile memory into the memory and then runs the computer program to form the verification device of the user material on the logic level. The processor is used for executing the program stored in the memory and is specifically used for executing the following operations:
according to an uploading request of a user for uploading target user materials, asynchronously executing picture identification operation on the target user materials, wherein the target user materials are at least part of user materials in a plurality of user materials which need to be uploaded and submitted by the user, and the target user materials comprise pictures;
caching the identification result of the target user material;
obtaining cached identification results of the user materials according to submission requests of the user to the user materials;
and verifying the plurality of user materials based on the identification results of the plurality of user materials.
The method performed by the verification apparatus for user material disclosed in the embodiment of fig. 3 in this specification may be applied to or implemented by a processor. The processor may be an integrated circuit chip having signal processing capabilities. In implementation, the steps of the above method may be performed by integrated logic circuits of hardware in a processor or instructions in the form of software. The Processor may be a general-purpose Processor, including a Central Processing Unit (CPU), a Network Processor (NP), and the like; but also Digital Signal Processors (DSPs), Application Specific Integrated Circuits (ASICs), Field Programmable Gate Arrays (FPGAs) or other Programmable logic devices, discrete Gate or transistor logic devices, discrete hardware components. The various methods, steps and logic blocks disclosed in the embodiments of the present specification may be implemented or performed. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like. The steps of a method disclosed in connection with the embodiments of the present specification may be embodied directly in a hardware decoding processor, or in a combination of hardware and software modules in the decoding processor. The software module may be located in ram, flash memory, rom, prom, or eprom, registers, etc. storage media as is well known in the art. The storage medium is located in a memory, and a processor reads information in the memory and completes the steps of the method in combination with hardware of the processor.
The electronic device may further execute the method shown in fig. 1 and fig. 2, and implement the functions of the user material verification apparatus in the embodiment shown in fig. 1 and fig. 2, which are not described herein again in this specification.
Of course, besides the software implementation, the electronic device of the embodiment of the present disclosure does not exclude other implementations, such as a logic device or a combination of software and hardware, and the like, that is, the execution subject of the following processing flow is not limited to each logic unit, and may also be hardware or a logic device.
Embodiments of the present specification also propose a computer-readable storage medium storing one or more programs, the one or more programs comprising instructions, which when executed by a portable electronic device comprising a plurality of application programs, are capable of causing the portable electronic device to perform the method of the embodiments shown in fig. 1 and 2, and in particular to perform the following:
according to an uploading request of a user for uploading target user materials, asynchronously executing picture identification operation on the target user materials, wherein the target user materials are at least part of user materials in a plurality of user materials which need to be uploaded and submitted by the user, and the target user materials comprise pictures;
caching the identification result of the target user material;
obtaining cached identification results of the user materials according to submission requests of the user to the user materials;
and verifying the plurality of user materials based on the identification results of the plurality of user materials.
Fig. 4 is a schematic structural diagram of a verification device 40 for user material according to an embodiment of the present disclosure. Referring to fig. 4, in a software implementation, the verification device 40 for user material may include: an identification unit 41, a storage unit 42, an acquisition unit 43 and a verification unit 44, wherein:
the identification unit 41 is configured to asynchronously execute a picture identification operation on a target user material according to an upload request of a user for uploading the target user material, where the target user material is at least part of user materials in a plurality of user materials that the user needs to upload and submit, and the target user material includes a picture;
a storage unit 42 for caching the identification result of the target user material;
an obtaining unit 43, configured to obtain cached identification results of the plurality of user materials according to submission requests of the user for the plurality of user materials;
a verification unit 44 configured to verify the plurality of user materials based on the identification results of the plurality of user materials.
Optionally, the identification result of the target user material includes a material type of the target user material;
wherein the identifying unit 41, asynchronously executing the picture identification operation on the target user material, includes at least one of:
performing OCR recognition on the target user material to obtain a text in the target user material; matching the text with keywords corresponding to different material types, and determining the material type of the target user material;
obtaining a classification model obtained by pre-training, wherein the classification model is obtained by pre-training based on different types of sample materials; and identifying the target user material based on the classification model, and determining the material type of the target user material.
Optionally, the identification result of the target user material includes information about whether the target user material is related to a key, where the key information includes at least one of a stamp and a signature;
wherein the identifying unit 41 asynchronously performs the picture identification operation on the target user material, and includes:
obtaining a recognition model obtained by pre-training, wherein the recognition model is obtained by training based on a sample material including the key information and a sample material not including the key information;
identifying whether the key information is included in the target user material based on the identification model.
Optionally, the storing unit 42 is configured to cache the identification result of the target user material, and includes:
determining a material identification of the target user material;
and caching the identification result of the target user material according to the material identification.
Optionally, the obtaining unit 43 obtains the cached identification results of the plurality of user materials, and includes:
generating a material list according to the submission request, wherein the material list comprises a plurality of material identifications corresponding to the plurality of user materials;
loading the cached recognition results of the plurality of user materials into the material list based on the plurality of material identifications.
Optionally, the verifying unit 44 is configured to verify the plurality of user materials based on the identification result of the plurality of user materials, and includes:
determining material types of the plurality of user materials and key information in the plurality of user materials based on the recognition results of the plurality of user materials;
judging whether the material types of the user materials comprise target material types and whether key information in the user materials comprises target key information, wherein the target material types are the material types which need to be uploaded and submitted by the user, and the target key information is the key information which needs to be uploaded and submitted by the user;
if yes, determining that the user materials are correct;
if not, determining that the plurality of user materials are wrong.
Optionally, after the user materials are verified, if at least one of the user materials is wrong, the verifying unit 44 sends a prompt message to the user, where the prompt message is used to prompt the user to resubmit the wrong user material.
The user material verification apparatus 40 provided in the embodiment of the present specification may further execute the method in fig. 1 and fig. 2, and implement the functions of the user material verification apparatus in the embodiment shown in fig. 1 and fig. 2, which are not described herein again in the embodiment of the present specification.
In short, the above description is only a preferred embodiment of the present disclosure, and is not intended to limit the scope of protection of this document. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of one or more embodiments of the present specification shall be included in the scope of protection of this document.
The systems, devices, modules or units illustrated in the above embodiments may be implemented by a computer chip or an entity, or by a product with certain functions. One typical implementation device is a computer. In particular, the computer may be, for example, a personal computer, a laptop computer, a cellular telephone, a camera phone, a smartphone, a personal digital assistant, a media player, a navigation device, an email device, a game console, a tablet computer, a wearable device, or a combination of any of these devices.
Computer-readable media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), Static Random Access Memory (SRAM), Dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), Read Only Memory (ROM), Electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), Digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices, or any other non-transmission medium that can be used to store information that can be accessed by a computing device. As defined herein, a computer readable medium does not include a transitory computer readable medium such as a modulated data signal and a carrier wave.
It should also be noted that the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.
The embodiments in the present specification are described in a progressive manner, and the same and similar parts among the embodiments are referred to each other, and each embodiment focuses on the differences from the other embodiments. In particular, for the system embodiment, since it is substantially similar to the method embodiment, the description is simple, and for the relevant points, reference may be made to the partial description of the method embodiment.
Claims (10)
1. A method of verifying customer material, comprising:
according to an uploading request of a user for uploading target user materials, asynchronously executing picture identification operation on the target user materials, wherein the target user materials are at least part of user materials in a plurality of user materials which need to be uploaded and submitted by the user, and the target user materials comprise pictures;
caching the identification result of the target user material;
obtaining cached identification results of the user materials according to submission requests of the user to the user materials;
and verifying the plurality of user materials based on the identification results of the plurality of user materials.
2. The method of claim 1, wherein the identification result of the target user material comprises a material type of the target user material;
wherein the picture recognition operation on the target user material is asynchronously performed, and comprises at least one of the following:
performing OCR recognition on the target user material to obtain a text in the target user material; matching the text with keywords corresponding to different material types, and determining the material type of the target user material;
obtaining a classification model obtained by pre-training, wherein the classification model is obtained by pre-training based on different types of sample materials; and identifying the target user material based on the classification model, and determining the material type of the target user material.
3. The method as claimed in claim 1, wherein the identification result of the target user material includes whether the target user material is related to key information, the key information including at least one of a stamp and a signature;
wherein asynchronously performing a picture recognition operation on the target user material comprises:
obtaining a recognition model obtained by pre-training, wherein the recognition model is obtained by training based on a sample material including the key information and a sample material not including the key information;
identifying whether the key information is included in the target user material based on the identification model.
4. The method of claim 1, caching the identification of the target user material, comprising:
determining a material identification of the target user material;
and caching the identification result of the target user material according to the material identification.
5. The method of claim 4, obtaining cached identification results for the plurality of user material, comprising:
generating a material list according to the submission request, wherein the material list comprises a plurality of material identifications corresponding to the plurality of user materials;
loading the cached recognition results of the plurality of user materials into the material list based on the plurality of material identifications.
6. The method of claim 1, verifying the plurality of user material based on the identification of the plurality of user material, comprising:
determining material types of the plurality of user materials and key information in the plurality of user materials based on the recognition results of the plurality of user materials;
judging whether the material types of the user materials comprise target material types and whether key information in the user materials comprises target key information, wherein the target material types are the material types which need to be uploaded and submitted by the user, and the target key information is the key information which needs to be uploaded and submitted by the user;
if yes, determining that the user materials are correct;
if not, determining that the plurality of user materials are wrong.
7. The method of claim 1, after verifying the plurality of user materials, the method further comprising:
and if at least one user material in the user materials is wrong, sending prompt information to the user, wherein the prompt information is used for prompting the user to resubmit the wrong user material.
8. A verification device for customer material, comprising:
the identification unit is used for asynchronously executing picture identification operation on a target user material according to an uploading request of a user for uploading the target user material, wherein the target user material is at least part of user materials in a plurality of user materials which need to be uploaded and submitted by the user, and the target user material comprises pictures;
the storage unit caches the identification result of the target user material;
the obtaining unit is used for obtaining the cached identification results of the user materials according to the submission requests of the user to the user materials;
and the verification unit is used for verifying the user materials based on the identification results of the user materials.
9. An electronic device, comprising:
a processor; and
a memory arranged to store computer executable instructions that, when executed, cause the processor to:
according to an uploading request of a user for uploading target user materials, asynchronously executing picture identification operation on the target user materials, wherein the target user materials are at least part of user materials in a plurality of user materials which need to be uploaded and submitted by the user, and the target user materials comprise pictures;
caching the identification result of the target user material;
obtaining cached identification results of the user materials according to submission requests of the user to the user materials;
and verifying the plurality of user materials based on the identification results of the plurality of user materials.
10. A computer readable storage medium storing one or more programs which, when executed by an electronic device including a plurality of application programs, cause the electronic device to perform a method of:
according to an uploading request of a user for uploading target user materials, asynchronously executing picture identification operation on the target user materials, wherein the target user materials are at least part of user materials in a plurality of user materials which need to be uploaded and submitted by the user, and the target user materials comprise pictures;
caching the identification result of the target user material;
obtaining cached identification results of the user materials according to submission requests of the user to the user materials;
and verifying the plurality of user materials based on the identification results of the plurality of user materials.
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