CN117350665A - Control method, system, equipment and medium based on OCR (optical character recognition) image recognition technology - Google Patents
Control method, system, equipment and medium based on OCR (optical character recognition) image recognition technology Download PDFInfo
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Abstract
The invention discloses a management and control method, a system, equipment and a medium based on an OCR image recognition technology, which comprise the following specific steps: collecting the filled entrusted authentication information sheet template of the client through the service end, and reporting the collected information to an OCR server; performing OCR image recognition on the entrusted verification information sheet template through an OCR server, judging whether the recognition data and a preset recognition limiting image have differences, revising and auditing the differences, and sending the data which are audited to be indiscriminate to an MDS system; and forwarding the OCR image recognition result to the corresponding service node through the MDS system. And the image information is identified through an OCR image identification technology, is processed through an OCR identification algorithm, is transmitted to the MDS system service links after being revised, and assists in the efficient operation of each service link, and improves the working efficiency and service convenience.
Description
Technical Field
The invention relates to the technical field of image recognition and application processing, in particular to a management and control method, a management and control system, management and control equipment and a management and control medium based on an OCR (optical character recognition) image recognition technology.
Background
In order to realize accurate investment, strengthen purchasing management and control, improve fund efficiency, implement intelligent scheduling pin and promote guarantee ability, need strengthening purchasing management and control, improve fund efficiency. According to the demand and the inventory condition, batch signing the purchase order of the metering device agreement, and reasonably arranging the metering device to the cargo plan. And intelligent scheduling is implemented, so that the guarantee capability is improved. And (3) planning the supply and demand relation and verification capability information, scientifically and intelligently arranging a metering asset 'arrival, inspection and distribution' plan, uniformly distributing annual productivity, ensuring the demand response of basic unit metering devices in time and strictly preventing the shortage of the metering devices. And flexible scheduling and multitasking parallel research of the metering automatic verification system are carried out, and the operation efficiency of the metering automatic verification system is improved.
In the prior art, the intelligent scheduling system is used as the core of integral coordination control of the metering automation system, and can develop the grade evaluation of the electric energy metering device, the construction of a split intelligent meter sorting system, the construction of the whole flow management of metering auxiliary equipment and other emerging business functions under unified guidance, and further improve the supplier evaluation system.
In the process of consignment business operation flow of the MDS system, a large amount of consignment business flow workload needs to be processed, equipment parameters and bar code information on a consignment bill need to be identified, so that bar code checking, equipment profiling, consignment task new building and other functions are completed, and therefore, the data processing capacity of each business link is very large. However, the conventional MDS system entrusts service operation, which is mainly completed manually, and cannot meet the high-efficiency requirement of service processing gradually, and the service processing is complex and has low efficiency.
Disclosure of Invention
The invention aims to provide a management and control method, a system, equipment and a medium based on OCR image recognition technology, which are used for acquiring a client filled entrusted authentication information sheet template through a service end, carrying out calculation processing through an OCR recognition algorithm unit, and then transmitting to an MDS system service link after manual revision. In the service execution process, after calculation processing is carried out by an OCR (optical character recognition) algorithm unit, the calculation processing is manually revised and then transmitted to the service links of the MDS system, so that the efficient operation of each service link is assisted, the working efficiency can be improved, the service personnel can be assisted to automatically finish the consignment related flow, and the service convenience and quality efficiency are improved.
The invention is realized by the following technical scheme:
the first aspect of the invention provides a management and control method based on OCR image recognition technology, which comprises the following specific steps:
collecting the filled entrusted authentication information sheet template of the client through the service end, and reporting the collected information to an OCR server;
performing OCR image recognition on the entrusted verification information sheet template through an OCR server, judging whether the recognition data and a preset recognition limiting image have differences, revising and auditing the differences, and sending the data which are audited to be indiscriminate to an MDS system;
and forwarding the OCR image recognition result to the corresponding service node through the MDS system.
The invention collects the entrusted authentication information sheet template filled in by the client through the service end, carries out calculation processing through the OCR recognition algorithm unit, and transmits the entrusted authentication information sheet template to the MDS system service link after manual revision. In the service execution process, after calculation processing is carried out by an OCR (optical character recognition) algorithm unit, the calculation processing is manually revised and then transmitted to the service links of the MDS system, so that the efficient operation of each service link is assisted, the working efficiency can be improved, the service personnel can be assisted to automatically finish the consignment related flow, and the service convenience and quality efficiency are improved.
Further, before the client data filled-in commission authentication information sheet template is collected by the service end, the method further comprises:
acquiring service and system requirements, and constructing a consignment verification information sheet template on an OCR server;
an access request is initiated to a service end through an OCR server, and after a response of the service end is obtained, a consignment verification information single template is issued to the service end through an access port;
and the service end receives and configures the entrusted verification information sheet template.
Further, the performing OCR image recognition on the delegated verification information sheet template includes:
traversing each table cell of the delegated verification information sheet template;
performing OCR image recognition on the table cells, extracting corresponding OCR recognition information, and sequentially generating the OCR recognition information of each table cell according to the sequence of each table cell;
and generating an OCR recognition form of the entrusting verification information form template according to the OCR recognition information of each form unit, and sending the OCR recognition form to the service end.
Further, the sending the data audited as indifferent to the MDS system includes:
checking and auditing the OCR recognition form through the service end, and judging whether a form unit meeting a preset recognition limiting image exists in the OCR recognition form or not:
if so, extracting the recognized OCR information in the OCR form, and modifying the mark;
after auditing and modifying the form units meeting the preset recognition limiting images, sending the OCR recognition form to an OCR server, and sending the OCR recognition form to an MDS system by the OCR server;
if not, the data is directly sent to an OCR server and sent to the MDS system by the OCR server.
Further, the forwarding, by the MDS system, the OCR image recognition result to the corresponding service node includes:
after receiving the OCR recognition form, the MDS system recognizes and obtains a service node matched with the OCR recognition form according to an OCR image recognition result in the OCR recognition form, and sends the OCR recognition form to the service node.
Further, when traversing each table cell of the delegated verification information sheet template, the method further comprises:
when the traversal entrust verification information sheet template and the table cells are subjected to OCR image recognition, if a certain table cell is found to have no OCR image recognition result which is output correspondingly, the table cell is subjected to table marking;
calling a blank cell table, filling and covering the marked cell table to generate a blank cell table, and outputting OCR (optical character recognition) information of the blank cell table:
when the OCR recognition form is checked and audited through the service end, the blank form unit is displayed on the OCR recognition form, and the corresponding form information is requested to be revised again and filled into the blank form unit;
and generating an OCR recognition form of the entrusting verification information form template according to the OCR recognition information of each form unit, and sending the OCR recognition form to the service end.
Further, before generating the OCR recognition form of the delegated verification information form template and sending the OCR recognition form to the service side, the method further includes:
checking and auditing the integrity of the OCR recognition form in the OCR server:
counting the sum T of all the table units in the OCR recognition table;
counting the sum T1 of all blank table cells in the OCR recognition table;
calculating the duty ratio t of the blank table unit: t=t1/T;
when t is less than or equal to 0.1-0.3, the OCR recognition form is an available form, and the OCR recognition form is sent to a service end;
when t is more than 0.3, the OCR recognition form is a revocation form, and a corresponding re-acquisition instruction is issued to the service end.
A second aspect of the present invention provides a system for implementing a management and control method based on OCR image recognition technology, including:
the business end is used for providing a consignment verification information form template and reporting the filled consignment verification information form template to the OCR server;
the system comprises an OCR server, an MDS system and a client, wherein the OCR server is used for carrying out OCR image recognition on a entrusted verification information sheet template reported by a service end through OCR automatic recognition software deployed in the background, revising an OCR image recognition result and then sending the revised OCR image recognition result to the MDS system;
and the MDS system is used for controlling each service node and sending the revised OCR image recognition result to the corresponding service node.
A third aspect of the present invention provides an electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, the processor implementing a method of managing based on OCR image recognition technology when executing the program.
A fourth aspect of the present invention provides a computer-readable storage medium having stored thereon a computer program which, when executed by a processor, implements a management and control method based on OCR image recognition technology.
Compared with the prior art, the invention has the following advantages and beneficial effects:
by disposing the OCR terminal on the use site, the formulated relevant information template is received before the client uses, and the information template is a consignment verification information sheet template which combines the service and system requirements to be combed and is provided for the client to carry to the site when the service is accepted and transacted. After the client is required to fill in the relevant information, the image information recognition is completed through OCR image recognition technology. In the service execution process, the calculation processing is carried out through an OCR algorithm unit, and the calculation processing is transmitted to the MDS system service link after manual revision. In the service execution process, the OCR algorithm unit is used for carrying out calculation processing, and then the calculation processing is manually revised and then transmitted to the MDS system service links to assist the efficient operation of each service link.
Drawings
In order to more clearly illustrate the technical solutions of the exemplary embodiments of the present invention, the drawings that are needed in the examples will be briefly described below, it being understood that the following drawings only illustrate some examples of the present invention and therefore should not be considered as limiting the scope, and that other related drawings may be obtained from these drawings without inventive effort for a person skilled in the art. In the drawings:
FIG. 1 is a schematic flow chart of the implementation of the present invention in an embodiment of the present invention;
FIG. 2 is a schematic diagram of an application system according to an embodiment of the present invention;
fig. 3 is a schematic diagram of an application of the MDS system according to an embodiment of the present invention;
FIG. 4 is a schematic diagram of an application architecture of a system according to an embodiment of the present invention;
fig. 5 is an application schematic diagram of an electronic device in an embodiment of the invention.
Detailed Description
For the purpose of making apparent the objects, technical solutions and advantages of the present invention, the present invention will be further described in detail with reference to the following examples and the accompanying drawings, wherein the exemplary embodiments of the present invention and the descriptions thereof are for illustrating the present invention only and are not to be construed as limiting the present invention.
Example 1
As shown in fig. 1, the present embodiment provides a management and control method based on OCR image recognition technology, including the following specific steps:
collecting the filled entrusted authentication information sheet template of the client through the service end, and reporting the collected information to an OCR server;
performing OCR image recognition on the entrusted verification information sheet template through an OCR server, judging whether the recognition data and a preset recognition limiting image have differences, revising and auditing the differences, and sending the data which are audited to be indiscriminate to an MDS system;
and forwarding the OCR image recognition result to the corresponding service node through the MDS system.
In the embodiment, the OCR terminal is deployed on the use site, and the formulated relevant information template is received before the client uses the OCR terminal, wherein the information template is a consignment verification information form template which is combined with service and system requirements to be combed, and the consignment verification information form template is provided for the client to be carried to the site when the service is accepted and transacted. After the client is required to fill in the relevant information, the image information recognition is completed through OCR image recognition technology. In the service execution process, the OCR algorithm unit is used for carrying out calculation processing, and then the calculation processing is manually revised and then transmitted to the MDS system service links to assist the efficient operation of each service link. The OCR automatic recognition software only runs at the server side, and the client can use the provided template to fill in relevant information and then put the relevant information into an OCR server terminal for OCR recognition.
In some possible embodiments, before the client data filled-in delegated authentication information sheet template is collected by the service end, the method further includes:
acquiring service and system requirements, and constructing a consignment verification information sheet template on an OCR server;
an access request is initiated to a service end through an OCR server, and after a response of the service end is obtained, a consignment verification information single template is issued to the service end through an access port;
the service end receives and configures a consignment verification information form template;
specifically, the administrator needs to specify and deploy a consignment verification information sheet template in the background, specifically combines business and system requirements to comb the consignment verification information sheet template, provides the consignment verification information sheet template for a customer to carry to a metering center when business acceptance and handling are carried out, and provides support for system profiling business, wherein main information comprises a supplier, a device code, a specification model and a consignment unit.
In some possible embodiments, OCR image recognition of the proxy verification information sheet template includes:
traversing each table cell of the delegated verification information sheet template;
performing OCR image recognition on the table cells, extracting corresponding OCR recognition information, and sequentially generating the OCR recognition information of each table cell according to the sequence of each table cell;
and generating an OCR recognition form of the entrusting verification information form template according to the OCR recognition information of each form unit, and sending the OCR recognition form to the service end.
Simultaneously sending a notification to the service end to remind a service person to audit the OCR recognition form;
the consignment verification information sheet template comprises a plurality of table units, and each table unit records different consignment verification information, such as consignor information, business attribute and bar code information;
a traversal algorithm such as a Depth-First Search traversal algorithm can be adopted, and contents in each table unit can be traversed and identified in sequence;
and generating an OCR recognition form according to the recognition result and the sequence of each form unit in the original form. Thus, after the consignment verification information sheet template is subjected to OCR recognition, a form corresponding to the form unit of the consignment verification information sheet template can be generated on the server, the form can assist a service person in consignment verification, and the MDS system can also send consignment verification information to a corresponding service node according to the form content;
the server can also set a screening rule, screen the OCR recognition information of each table unit, delete the OCR recognition information unnecessary for the service node and fill the blank. For example, the bar code generating node can perform blank processing on the unit table of the specification model on the server before OCR recognition information such as the specification model in the form is not needed and is sent to the bar code generating service node.
In some possible embodiments, transmitting the data audited as indifferent to the MDS system includes:
a service person checks and reviews the OCR recognition form through the service end, and judges whether a form unit meeting a preset recognition limiting image exists in the OCR recognition form or not:
if so, extracting the recognized OCR information in the OCR form, displaying the mark to a salesman, and waiting for modification by the salesman:
when a salesman carries out auditing and modification on the form units meeting preset recognition limiting images according to the recognized OCR recognition information, after the modification is finished, the OCR recognition form is sent to an OCR server, and the OCR server sends the OCR recognition form to an MDS system;
if the data do not exist, the data are directly sent to an OCR server, and the data are sent to an MDS system by the OCR server;
and after the recognition is finished, the OCR outputs a target recognition result based on the detection and recognition capability of the OCR core recognition algorithm unit. The problems of limited recognition caused by correction or shielding of special characters and paper and reflection or dim light can support business personnel to check and modify according to checking results, and store the results and upload data to each business node.
In some possible embodiments, forwarding, by the MDS system, the OCR image recognition result to the corresponding service node includes:
after receiving the OCR recognition form, the MDS system recognizes and obtains a service node matched with the OCR recognition form according to an OCR image recognition result in the OCR recognition form, and sends the OCR recognition form to the service node;
such as the following service nodes: accepting bill, entrusting protocol, entrusting five-way bill, bar code generation, filing parameter, whole-flow monitoring business entrusting protocol and other links. The service management system is forwarded to the MDS system by the server, and then forwarded to the corresponding service node by the MDS system.
Such as:
(1) Entrusting verification information list identification
And (3) identifying the result of the entrusting verification information list through the OCR terminal, and filling the information transmission of the name of the censorship client, the power supply company of the affiliated city (state), the power supply branch company of the affiliated city (county), the equipment type, the manufacturer, the model, the product rule, the grade, the quantity, the contact telephone and the acceptors into the acceptance list, and printing the receipts.
(2) Entrusting protocol automation
The principal information includes a delegation protocol number, a delegation unit, a delegation item, a delegation person, and a delegation date.
(3) Entrusting five-way bill automation
The principal information includes the application date, the delivery application number, the delivery customer name, the affiliated city (state) power supply company, the affiliated city (county) power supply branch company, the equipment type (through product name/material code association), the manufacturer, the model, the product rule, the grade, the number, the contact phone, the receiver, the receiving time and the predicted delivery (unpacking area) date.
(4) Entrusting monitoring automation
The method can automatically generate entrusting link information based on the recognition result of the OCR terminal, wherein the main information comprises a city power supply company, a county power supply company, entrusting units, customer names, contact phones, manufacturers, models, voltages, currents, grades, constants, carrier wave modes, bar code number sections, numbers, acceptance time, filing batch numbers, warehousing time, ex-warehouse numbers and ex-warehouse time, and assists center business personnel in full-flow inquiry and management.
(5) Entrusting task automation
The principal information includes a delegation protocol, a delegation item, a delegation unit, a delegation type, a delegation-checking base, and a device class.
(6) Bar code allocation management
The control function on the bar code line is added, and the automatic distribution on the bar code line is realized through the information of the city and the manufacturer;
(7) Bar code distribution record display
And a new bar code distribution record display function is added. The query conditions in the presentation function include: bar code type (national net sign, commission for filing), power supply unit (national net for filing is not selected, commission for filing is optional), and equipment category. The list presentation field contains: distribution time, power supply unit, device type, bar code prefix, start bar code, end bar code and quantity;
(8) Entrusting bar code checking and checking
Based on the recognition result of the OCR terminal, transmitting the bar code initial number segment information to an MDS newly added entrusting task bar code distribution link, and performing regular check and automatic auditing;
the new saving checking function is added, and after clicking the saving, whether the D_METER table is repeated or not is checked. Secondly, checking whether the input or leading-in number segment accords with the bar code rule;
(9) Automatic generation of parameter maintenance
Based on the recognition result of the OCR terminal, automatically completing parameter profiling of the entrusting equipment;
(10) Interface management
The construction content relates to interface requirement construction management between an OCR terminal identification system and an MDS system.
In some possible embodiments, when traversing each table cell of the delegated verification information ticket template, further comprising:
when the traversal entrust verification information sheet template and the table cells are subjected to OCR image recognition, if a certain table cell is found to have no OCR image recognition result which is output correspondingly, the table cell is subjected to table marking;
calling a blank cell table, filling and covering the marked cell table to generate a blank cell table, and outputting OCR (optical character recognition) information of the blank cell table:
when a subsequent service operator checks and examines the OCR recognition form through the service end, the blank form unit is displayed on the OCR recognition form, and the service operator is reminded to modify and fill corresponding form information into the blank form unit again;
generating an OCR (optical character recognition) form of the entrusted verification information form template according to the OCR recognition information of each form unit, and sending the OCR recognition form to a service end;
for the table cells which need to be modified by a salesman, the table cells which can have special characters, have correction or shielding on paper and have limited identification caused by reflection or dim light are marked as target cells, the target cells are subjected to blank processing, a blank cell table is called, and the marked table cells are filled and covered to generate a blank table cell. At this time, OCR recognition is performed, and the OCR recognition result output to the blank table unit is 0 (the recognition result value of the table is 0, which indicates that the current table unit is blank information, and when the current table unit is subsequently recognized by the service end, if the attribute value of the table of the unit is found to be 0, the current table unit is indicated to be a blank unit, and is displayed as a blank table unit, so as to remind the service operator to modify and supplement information. And when the service end displays the consignment verification information sheet template issued by the server, displaying a blank table unit at a corresponding position on the consignment verification information sheet template, and reminding a service person to supplement. By adopting the method, the trouble that the on-site service cannot be processed and the background manager is required to assist due to limited recognition caused by the existence of special characters, correction or shielding of paper, light reflection or dim light and other reasons, and incapability of recognizing the information of the form unit at the place by a service staff can be avoided, and the service staff can fill in by himself through the reminding of the blank unit cells, and carry out auditing and modification according to the auditing result.
In some possible embodiments, before generating the OCR recognition form of the delegated verification information form template and sending the OCR recognition form to the service, the method further comprises:
checking and auditing the integrity of the OCR recognition form in the OCR server:
counting the sum T of all the table units in the OCR recognition table;
counting the sum T1 of all blank table cells in the OCR recognition table;
calculating the duty ratio t of the blank table unit: t=t1/T;
when t is less than or equal to 0.1-0.3, the OCR recognition form is an available form, and the OCR recognition form is sent to a service end;
when t is more than 0.3, the OCR recognition form is a revocation form, and a corresponding re-acquisition instruction is issued to the service end.
If special characters and paper are altered or blocked, and a limited recognition form unit is caused by reflection or dim light, namely the ratio of a blank form unit is more than 30% of the sum of all form units in the whole OCR recognition form, which indicates that at least 30% of the form contents of the entrusted verification information form template corresponding to the OCR recognition form cannot be correctly recognized, the entrusted verification information form template at the moment can have serious problems of alteration or blocking, and a site operator needs to be notified to acquire the filled entrusted verification information form template again for recognition again.
Example 2
As shown in fig. 2, a second aspect of the present embodiment provides a system for implementing a management and control method based on OCR image recognition technology, including:
the business end is used for providing a consignment verification information form template and reporting the filled consignment verification information form template to the OCR server; the APP service is deployed on the system, and provides equipment stock management for the provider and convenient service for the provider management service.
The system comprises an OCR server, an MDS system and a client, wherein the OCR server is used for carrying out OCR image recognition on a entrusted verification information sheet template reported by a service end through OCR automatic recognition software deployed in the background, revising an OCR image recognition result and then sending the revised OCR image recognition result to the MDS system; OCR automatic recognition software is deployed on the system, the consignment filing function based on OCR recognition technology application is reformed, and through a character recognition algorithm, real-time acquisition, automatic storage, instant display, instant feedback, automatic processing and automatic transmission are realized, so that business personnel are assisted to finish consignment business processes, and the work efficiency is improved.
And the MDS system is used for controlling each service node and sending the revised OCR image recognition result to the corresponding service node. As shown in fig. 3 and 4, an application diagram of the MDS system is shown. The MDS system is mainly applied to province metering center staff and city company metering staff. The MDS system is used as a core of integral coordination control of the metering automation system, and is used for mainly supporting daily work of a metering center of the province, including whole processes of purchasing, delivering, verifying, distributing and the like, and providing system support for businesses such as sorting of a detachable intelligent meter, evaluation of suppliers, whole process management of metering auxiliary equipment and the like. The method and the device realize that the related delegation process is automatically completed by the auxiliary service personnel through the application of the OCR technology by means of the visual recognition technology, so that the service convenience and the quality efficiency are improved, the workload of the delegation service process is reduced, and the working efficiency is improved.
In the embodiment, the image information recognition is completed through the OCR image recognition technology by making the entrusting verification information sheet template. In the service execution process, the OCR algorithm unit is used for carrying out calculation processing, and then the calculation processing is manually revised and then transmitted to the MDS system service links to assist the efficient operation of each service link. The OCR automatic recognition software only runs at the server side, and a client can fill relevant information by using the provided template and then put the relevant information into an OCR server terminal for OCR recognition; the platform application service can also be connected with other business systems to receive data of the other business systems for analysis and processing.
The modules or steps of the present embodiment described above may be implemented by a general-purpose computing system, they may be centralized in a single computing system, or distributed over a network of multiple computing systems, or they may alternatively be implemented in program code executable by a computing system, such that they may be stored in a memory system and executed by the computing system, or they may be separately fabricated into individual integrated circuit modules, or multiple modules or steps within them may be fabricated into a single integrated circuit module. Thus, the present invention is not limited to any specific combination of hardware and software.
Example 3
As shown in fig. 5, a first aspect of the present embodiment provides an electronic device, including a memory, a processor, and a computer program stored in the memory and capable of running on the processor, where the processor implements a management and control method based on OCR image recognition technology when executing the program.
The electronic device in this embodiment includes a processor and a memory for storing processor-executable instructions. Wherein the processor is configured to implement any of the aforementioned methods of managing based on OCR image recognition technology when executing the executable instructions.
Here, it should be noted that the number of processors may be one or more. Meanwhile, in the electronic device of the present embodiment, an input system and an output system may be further included. The processor, the memory, the input system, and the output system may be connected by a bus, or may be connected by other means, which is not specifically limited herein.
The present embodiment provides a computer-readable storage medium having stored thereon a computer program which, when executed by a processor, implements a management and control method based on OCR image recognition technology.
The memory is a computer-readable storage medium that can be used to store software programs, computer-executable programs, and various modules, such as: a program or a module corresponding to a management and control method based on OCR image recognition technology in an embodiment of the present disclosure. The processor executes various functional applications and data processing of the electronic device by running software programs or modules stored in the memory.
The input system may be used to receive an input digital or signal. Wherein the signal may be a key signal generated in connection with user settings of the device/terminal/server and function control. The output system may include a display screen.
The foregoing description of the embodiments has been provided for the purpose of illustrating the general principles of the invention, and is not meant to limit the scope of the invention, but to limit the invention to the particular embodiments, and any modifications, equivalents, improvements, etc. that fall within the spirit and principles of the invention are intended to be included within the scope of the invention.
Claims (10)
1. The management and control method based on the OCR image recognition technology is characterized by comprising the following specific steps of:
collecting the filled entrusted authentication information sheet template of the client through the service end, and reporting the collected information to an OCR server;
performing OCR image recognition on the entrusted verification information sheet template through an OCR server, judging whether the recognition data and a preset recognition limiting image have differences, revising and auditing the differences, and sending the data which are audited to be indiscriminate to an MDS system;
and forwarding the OCR image recognition result to the corresponding service node through the MDS system.
2. The method for managing and controlling OCR image recognition technology according to claim 1, further comprising, before the client collects the delegated authentication information form template filled in the client data, the steps of:
acquiring service and system requirements, and constructing a consignment verification information sheet template on an OCR server;
an access request is initiated to a service end through an OCR server, and after a response of the service end is obtained, a consignment verification information single template is issued to the service end through an access port;
and the service end receives and configures the entrusted verification information sheet template.
3. The method for managing and controlling the OCR image recognition technology according to claim 1, wherein the performing OCR image recognition on the delegated verification information sheet template includes:
traversing each table cell of the delegated verification information sheet template;
performing OCR image recognition on the table cells, extracting corresponding OCR recognition information, and sequentially generating the OCR recognition information of each table cell according to the sequence of each table cell;
and generating an OCR recognition form of the entrusting verification information form template according to the OCR recognition information of each form unit, and sending the OCR recognition form to the service end.
4. A method of OCR image recognition technology based management as recited in claim 3, wherein the transmitting of the data audited as indifferent to the MDS system comprises:
checking and auditing the OCR recognition form through the service end, and judging whether a form unit meeting a preset recognition limiting image exists in the OCR recognition form or not:
if so, extracting the recognized OCR information in the OCR form, and modifying the mark;
after auditing and modifying the form units meeting the preset recognition limiting images, sending the OCR recognition form to an OCR server, and sending the OCR recognition form to an MDS system by the OCR server;
if not, the data is directly sent to an OCR server and sent to the MDS system by the OCR server.
5. The OCR image recognition technology-based management and control method of claim 4, wherein forwarding the OCR image recognition result to the corresponding service node through the MDS system comprises:
after receiving the OCR recognition form, the MDS system recognizes and obtains a service node matched with the OCR recognition form according to an OCR image recognition result in the OCR recognition form, and sends the OCR recognition form to the service node.
6. A method of managing an OCR image recognition technique according to claim 3, further comprising, when traversing each form cell of the delegated verification information sheet template:
when the traversal entrust verification information sheet template and the table cells are subjected to OCR image recognition, if a certain table cell is found to have no OCR image recognition result which is output correspondingly, the table cell is subjected to table marking;
calling a blank cell table, filling and covering the marked cell table to generate a blank cell table, and outputting OCR (optical character recognition) information of the blank cell table:
when the OCR recognition form is checked and audited through the service end, the blank form unit is displayed on the OCR recognition form, and the corresponding form information is requested to be revised again and filled into the blank form unit;
and generating an OCR recognition form of the entrusting verification information form template according to the OCR recognition information of each form unit, and sending the OCR recognition form to the service end.
7. The method for managing and controlling an OCR image recognition technology according to claim 6, further comprising, before generating the OCR recognition form of the delegated verification information form template and transmitting the OCR recognition form to the service side:
checking and auditing the integrity of the OCR recognition form in the OCR server:
counting the sum T of all the table units in the OCR recognition table;
counting the sum T1 of all blank table cells in the OCR recognition table;
calculating the duty ratio t of the blank table unit: t=t1/T;
when t is less than or equal to 0.1-0.3, the OCR recognition form is an available form, and the OCR recognition form is sent to a service end;
when t is more than 0.3, the OCR recognition form is a revocation form, and a corresponding re-acquisition instruction is issued to the service end.
8. A system for implementing the OCR image recognition technology-based management method of any one of claims 1-7, comprising:
the business end is used for providing a consignment verification information form template and reporting the filled consignment verification information form template to the OCR server;
the system comprises an OCR server, an MDS system and a client, wherein the OCR server is used for carrying out OCR image recognition on a entrusted verification information sheet template reported by a service end through OCR automatic recognition software deployed in the background, revising an OCR image recognition result and then sending the revised OCR image recognition result to the MDS system;
and the MDS system is used for controlling each service node and sending the revised OCR image recognition result to the corresponding service node.
9. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the OCR image recognition technology-based management method of any one of claims 1-7 when the program is executed by the processor.
10. A computer-readable storage medium, on which a computer program is stored, characterized in that the program, when being executed by a processor, implements a method of managing OCR-image recognition technology as claimed in any one of claims 1 to 7.
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| CN202311325291.7A CN117350665A (en) | 2023-10-12 | 2023-10-12 | Control method, system, equipment and medium based on OCR (optical character recognition) image recognition technology |
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| CN202311325291.7A CN117350665A (en) | 2023-10-12 | 2023-10-12 | Control method, system, equipment and medium based on OCR (optical character recognition) image recognition technology |
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