CN109325482A - Fixed assets checking method and device based on image recognition - Google Patents

Fixed assets checking method and device based on image recognition Download PDF

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Publication number
CN109325482A
CN109325482A CN201811150500.8A CN201811150500A CN109325482A CN 109325482 A CN109325482 A CN 109325482A CN 201811150500 A CN201811150500 A CN 201811150500A CN 109325482 A CN109325482 A CN 109325482A
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fixed assets
image
assets
information
fixed
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CN109325482B (en
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邓小明
李康龙
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Beijing Ultimate Inventory Technology Co Ltd
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Beijing Ultimate Inventory Technology Co Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10Character recognition
    • G06V30/14Image acquisition
    • G06V30/148Segmentation of character regions
    • G06V30/153Segmentation of character regions using recognition of characters or words
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q40/00Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/12Accounting
    • G06Q40/125Finance or payroll
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/20Image preprocessing
    • G06V10/22Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition

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  • Computer Vision & Pattern Recognition (AREA)
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Abstract

This application discloses a kind of fixed assets checking method and device based on image recognition.This method comprises: receiving the image information for the fixed assets that user sends, and carry out image recognition processing;According to the recognition result of described image identifying processing, the assets information of the fixed assets is obtained;By assets information preservation corresponding with the mark of the fixed assets, to execute default fixed assets count point operation;Using the image information for receiving the fixed assets that user sends, and carry out the mode of image recognition processing, pass through the recognition result according to described image identifying processing, obtain the assets information of the fixed assets, achieve the purpose that through image recognition technology automatic identification and typing fixed assets information, to realize the efficient technical effect of the assets information typing of fixed assets, and then solve the problems, such as that fixed assets data input working efficiency is low in the related technology.

Description

Fixed assets checking method and device based on image recognition
Technical field
This application involves asset count fields, in particular to a kind of fixed assets side of making an inventory based on image recognition Method and device.
Background technique
Fixed assets belong in process of producing product the means of labor for being used to change or influence the subject of labour, are fixed assets This physical form.Fixed assets can keep for a long time original physical form, but its in process of production with long-term role Value is then gradually transferred in product cost with enterprise business, and constitutes a composition of value of the product Part.According to cardinal principle, the means of labor are divided fixed assets and low value according to service life and original value by an enterprise Easily-consumed products., the service life longer means of labor larger for original value, are calculated according to fixed assets;And for The means of labor that original value is smaller, service life is shorter are calculated according to the easy-consumed goods of low value.
From the angular divisions of accounting, fixed assets are generally divided into fixed assets for production purposes, nonproductive fixed assets, rent Fixed assets, fixed assets in use, unnecessary fixed assets, financing lease fixed assets, receiving donations fixed assets etc. out.
The value of fixed assets is gradually to be transferred in new product to go according to the degree of wear of itself, its abrasion point Two kinds of situations of physical wear and invisible abrasion;Fixed assets are transferred to the part gone in product because of loss in use A kind of compensation way of value, is called depreciation, the calculation method of depreciation mainly has composite life method, Units-of-production method, time limit summation Method etc.;Fixed assets are replaced in material form, are compensated in value form, are exactly updated;In addition, there are also fixed Maintenance and repairing of assets etc..
Inventors have found that in the related technology when being managed to fixed assets, generally require to be manually entered fixed assets Every essential information of production, then could execute count point operation, high labor cost and working efficiency is low.
Therefore, it is badly in need of a kind of fixed assets checking method and device based on image recognition, it is solid in the related technology to solve Determine the low problem of assets information typing working efficiency.
Summary of the invention
The main purpose of the application is to provide a kind of fixed assets checking method and device based on image recognition, with solution The certainly low problem of fixed assets data input working efficiency in the related technology.
To achieve the goals above, according to the one aspect of the application, a kind of fixed assets based on image recognition is provided Produce checking method.
The fixed assets checking method based on image recognition according to the application includes: the fixed assets for receiving user and sending The image information of production, and carry out image recognition processing;According to the recognition result of described image identifying processing, the fixed assets is obtained The assets information of production;By assets information preservation corresponding with the mark of the fixed assets, to execute default fixed assets disk Point operation.
Further, the image information for the fixed assets that the reception user sends simultaneously carries out image recognition processing packet Include: judge the fixed assets that user sends image whether be fixed assets label image;If it is label image, Text region then is carried out to the label image;Extract the Text region as a result, obtain the assets letter of the fixed assets Breath.
Further, the image information for the fixed assets that the reception user sends simultaneously carries out image recognition processing packet Include: judge the fixed assets that user sends image whether be fixed assets appearance images;If it is appearance images, Image recognition then is carried out to the appearance images;According to recognition result, the classification and feature of the fixed assets are determined;According to institute The classification and feature for stating fixed assets, obtain the assets information of the fixed assets.
Further, the image information for the fixed assets that the reception user sends simultaneously carries out image recognition processing It include: to judge whether the image information of the fixed assets received meets pre-set image treatment conditions;If it is judged that connecing The image information of the fixed assets received is unsatisfactory for pre-set image treatment conditions, then sends image procossing to the user and lose Lose notice.
Further, it is described execute default fixed assets count point operation include: batch export the user select it is described The assets information of fixed assets.To achieve the goals above, it according to the another aspect of the application, provides a kind of based on image knowledge Other fixed assets are made an inventory device.
It include: image identification unit according to the fixed assets based on image recognition of the application device of making an inventory, for receiving The image information for the fixed assets that user sends, and carry out image recognition processing;Assets information acquiring unit, for according to institute The recognition result for stating image identification unit matches and obtains the assets information of the fixed assets;Asset count operating unit is used In to fixed assets execution count point operation.
Further, described image recognition unit includes: label image judgment module, the institute sent for judging user State fixed assets image whether be fixed assets label image;Label image identification module, for the label image It carries out Text region and extracts the result of the Text region.
Further, described image recognition unit includes: appearance images judgment module, the institute sent for judging user State fixed assets image whether be fixed assets appearance images;Appearance images identification module, for the appearance images It carries out image recognition and determines the classification and feature of the fixed assets.
Further, described image recognition unit includes: the pre- judgment module of image, for judging the fixation received Whether the image information of assets meets pre-set image treatment conditions;Failure notification module, for working as the pre- judgment module of described image Determine that described image information is unsatisfactory for pre-set image treatment conditions, sends image procossing failure notification to the user.
Further, the asset count operating unit includes: information export module, for exporting user's choosing in batches The assets information of the fixed fixed assets.
In the embodiment of the present application, the image information of the fixed assets sent using reception user, and carry out image knowledge The mode of other places reason is obtained the assets information of the fixed assets, is reached by the recognition result according to described image identifying processing The purpose by image recognition technology automatic identification and typing fixed assets information is arrived, to realize the assets of fixed assets The efficient technical effect of data input, and then it is low to solve fixed assets data input working efficiency in the related technology Problem.
Detailed description of the invention
The attached drawing constituted part of this application is used to provide further understanding of the present application, so that the application's is other Feature, objects and advantages become more apparent upon.The illustrative examples attached drawing and its explanation of the application is for explaining the application, not Constitute the improper restriction to the application.In the accompanying drawings:
Fig. 1 is the fixed assets checking method schematic diagram according to the application first embodiment;
Fig. 2 is the fixed assets checking method schematic diagram according to the application second embodiment;
Fig. 3 is the fixed assets checking method schematic diagram according to the application 3rd embodiment;
Fig. 4 is the fixed assets checking method schematic diagram according to the application fourth embodiment;
Fig. 5 is that the fixed assets according to the application first embodiment are made an inventory schematic device;
Fig. 6 is that the fixed assets according to the application second embodiment are made an inventory schematic device;
Fig. 7 is that the fixed assets according to the application 3rd embodiment are made an inventory schematic device;And
Fig. 8 is that the fixed assets according to the application fourth embodiment are made an inventory schematic device.
Specific embodiment
In order to make those skilled in the art more fully understand application scheme, below in conjunction in the embodiment of the present application Attached drawing, the technical scheme in the embodiment of the application is clearly and completely described, it is clear that described embodiment is only The embodiment of the application a part, instead of all the embodiments.Based on the embodiment in the application, ordinary skill people Member's every other embodiment obtained without making creative work, all should belong to the model of the application protection It encloses.
It should be noted that the description and claims of this application and term " first " in above-mentioned attached drawing, " Two " etc. be to be used to distinguish similar objects, without being used to describe a particular order or precedence order.It should be understood that using in this way Data be interchangeable under appropriate circumstances, so as to embodiments herein described herein.In addition, term " includes " and " tool Have " and their any deformation, it is intended that cover it is non-exclusive include, for example, containing a series of steps or units Process, method, system, product or equipment those of are not necessarily limited to be clearly listed step or unit, but may include without clear Other step or units listing to Chu or intrinsic for these process, methods, product or equipment.
In this application, term " on ", "lower", "left", "right", "front", "rear", "top", "bottom", "inner", "outside", " in ", "vertical", "horizontal", " transverse direction ", the orientation or positional relationship of the instructions such as " longitudinal direction " be orientation based on the figure or Positional relationship.These terms are not intended to limit indicated dress primarily to better describe the application and embodiment Set, element or component must have particular orientation, or constructed and operated with particular orientation.
Also, above-mentioned part term is other than it can be used to indicate that orientation or positional relationship, it is also possible to for indicating it His meaning, such as term " on " also are likely used for indicating certain relations of dependence or connection relationship in some cases.For ability For the those of ordinary skill of domain, the concrete meaning of these terms in this application can be understood as the case may be.
In addition, term " installation ", " setting ", " being equipped with ", " connection ", " connected ", " socket " shall be understood in a broad sense.For example, It may be a fixed connection, be detachably connected or monolithic construction;It can be mechanical connection, or electrical connection;It can be direct phase It even, or indirectly connected through an intermediary, or is two connections internal between device, element or component. For those of ordinary skills, the concrete meaning of above-mentioned term in this application can be understood as the case may be.
It should be noted that in the absence of conflict, the features in the embodiments and the embodiments of the present application can phase Mutually combination.The application is described in detail below with reference to the accompanying drawings and in conjunction with the embodiments.
As shown in Figure 1, this method includes the following steps, namely S101 to step S103:
Step S101, receives the image information for the fixed assets that user sends, and carries out image recognition processing;
Preferably, described image identifying processing includes but is not limited to: identification label image and identification appearance images, in this Shen In other embodiments please, described image identifying processing is also possible to other image recognition technologys.
Preferably, the user carries out data input by the asset management page of the fixed assets, specifically, described The content of the asset management page includes but is not limited to: assets user (login user corresponding surname in the enterprise organization structure Name), assets of the making an inventory number assets summation of addition (assets+user that the user receives in enterprise oneself), Asset List show Field (photo, assets coding, asset name, state;Assets classes, equipment Serial Number, brand, using company, using department, Position).
Preferably, it before executing default fixed capital management operation, needs first to carry out register;
Specifically, user pays close attention to service platform by wechat, " self-service to make an inventory " button or bottom dish in the page are clicked Single " self-service to make an inventory " button, then jump to login page and (if logged before user, jump directly to self-service page of making an inventory Face, failure: single closing of making an inventory, making an inventory singly is not turned off, and after logging in for the first time, the unlimited timeliness of binding relationship does not cancel pass even Note, permanent effective);It makes an inventory and is singly closed, crash handling: making an inventory page from group, prompts [do not start temporarily employee is self-service to make an inventory], takes Disappear unbinding relationship after paying close attention to.
Specifically, inputting account information (i.e. cell-phone number/mailbox) and carrying out graphic verification, authentication code is then inputted, Enter self-service make an inventory by rear.
Meeting following situations can then log in, and otherwise report an error: enterprise maintains the employee and cell-phone number/mailbox, otherwise Report an error [current phone number is not present in systems, please contact asset manager];Cell-phone number needs to do non-empty verification, format school It tests, such as does not input account or mailbox, format error (including length, character), reporting an error [please input correct cell-phone number/postal Case].
Graphical verification code needs to do non-empty verification, content authentication, and 1, do not input identifying code, reporting an error [please input your verifying Code];2, input content is incorrect, and report an error [graphical verification code input error].
Authentication code needs to do non-empty verification, content authentication, and 1, do not input identifying code, reporting an error [please input authentication Code];2, input content is incorrect, and report an error [short message/mailbox identifying code input error] -- according to front input be mobile phone or Mailbox determines the official documents and correspondence that reports an error.
Input is correct, then jump to step 3: [self-service notice of making an inventory]: 1, you please select " this Taiwan investment in the assets used Produce, I under one's name ";2, the assets that you do not use please select " this Taiwan investment produce, not I under one's name ";3, the assets that you use do not exist [addition assets] and supplemental information are asked in list;4, it please click after all assets confirmations and [submit to administrator];Thank to your match It closes, has any problem that please contact asset manager.Step S102 obtains institute according to the recognition result of described image identifying processing State the assets information of fixed assets;
Preferably, according to the label image in the fixed assets received, image recognition is carried out, extracts the text in label Information obtains the assets information of the fixed assets.
Preferably, according to the appearance images of the fixed assets received, image recognition is carried out, the fixed assets are obtained Classification and feature, such as " laptop ", " association ", " T800 model " etc..
Step S103, by assets information preservation corresponding with the mark of the fixed assets, to execute default fixed assets Produce count point operation.
Preferably, the assets information of the above-mentioned fixed assets obtained by image recognition is built with the fixed assets Vertical association binding relationship, and be stored in system database.
Preferably, the fixed assets count point operation includes but is not limited to: assets information modification, assets information count and go out In-stockroom operation, in the other embodiments of the application, the fixed assets count point operation can also be operated and handled including other.
Specifically, addition fixed assets be provided with addition assets page (by it is newly-increased make an inventory list when item of information controlled), including but Be not limited to: assets classes, equipment Serial Number, brand, model, remarks: asking uploading pictures entrance, (equipment Serial Number takes pictures, assets Entirety is taken pictures): it clicks and saves, if verifying successfully, popping up toast, (official documents and correspondence: operating successfully, stop 2 seconds, true without user Recognize), page jump to Asset List page to be made an inventory.
Specifically, modification assets information is provided with assets modification page, unfinished list of making an inventory can only be modified, is otherwise reported an error [state please be select for the list of making an inventory of " in making an inventory "];Data area only increases;" opening self-service make an inventory " can be modified;It can modify and match Item of information is set, specifically, the content in modification includes but is not limited to: personnel's name, number, mailbox, department, assets coding, money Produce title, assets classes, using company, position, behaviour in service, the amount of money, administrator (non-inventory profit assets, take the assets it Preceding administrator;Inventory profit assets, take currently logged on user;Can modify), make an inventory remarks and extension information it is (aobvious according to assets classes Show).
Preferably, this system is provided with super keepe, it can be seen that all make an inventory list and assets information in system.
Specifically, the management operation that super pipe can carry out includes but is not limited to: checking that personnel submit situation (to turn personnel Submit the situation page), export data (export all information function, can also be introduced directly into), check data list (check box, Audit state, state of making an inventory, the remarks that leave a question open, name, department, company, asset number, equipment Serial Number, alteration of making an inventory Deng), Advanced Search (in screening+state of making an inventory, audit state, alteration of making an inventory, administrator mark).
It can be seen from the above description that the present invention realizes following technical effect:
In the embodiment of the present application, the image information of the fixed assets sent using reception user, and carry out image knowledge The mode of other places reason is obtained the assets information of the fixed assets, is reached by the recognition result according to described image identifying processing The purpose by image recognition technology automatic identification and typing fixed assets information is arrived, to realize the assets of fixed assets The efficient technical effect of data input, and then it is low to solve fixed assets data input working efficiency in the related technology Problem.
According to embodiments of the present invention, as preferred in the present embodiment, as shown in Fig. 2, described receive what user sent The image information of fixed assets simultaneously carries out image recognition processing and includes the following steps, namely S201 to step S203:
Step S201, judge the fixed assets that user sends image whether be fixed assets label image;
Step S202 carries out Text region to the label image if it is label image;
Step S203, extract the Text region as a result, obtaining the assets information of the fixed assets.
Preferably, according to the label image in the fixed assets received, image recognition is carried out, extracts the text in label Information obtains the assets information of the fixed assets.
According to embodiments of the present invention, as preferred in the present embodiment, as shown in figure 3, described receive what user sent The image information of fixed assets simultaneously carries out image recognition processing and includes the following steps, namely S301 to step S304:
Step S301, judge the fixed assets that user sends image whether be fixed assets appearance images;
Step S302 carries out image recognition to the appearance images if it is appearance images;
Step S303 determines the classification and feature of the fixed assets according to recognition result;
Step S304 obtains the assets information of the fixed assets according to the classification and feature of the fixed assets.
Preferably, according to the appearance images of the fixed assets received, image recognition is carried out, the fixed assets are obtained Classification and feature, such as " laptop ", " association ", " T800 model " etc..
According to embodiments of the present invention, as preferred in the present embodiment, as shown in figure 4, the reception user sends The image information for the fixed assets come simultaneously carries out image recognition processing and includes the following steps, namely S401 to step S402:
Step S401, judges whether the image information of the fixed assets received meets pre-set image treatment conditions;
Step S402, if it is judged that the image information of the fixed assets received is unsatisfactory for pre-set image processing item Part then sends image procossing failure notification to the user.
Preferably, preliminary images identification is carried out to described image information after receiving the image information of the fixed assets, Judge whether the parameters such as its resolution ratio, discrimination meet the technical requirements of further image recognition, if conditions are not met, then to described User sends image procossing failure notification, and the user is prompted to upload the image information of the fixed assets again.
According to embodiments of the present invention, as preferred in the present embodiment, the default fixed assets count point operation packet of execution It includes: exporting the assets information for the fixed assets that the user selectes in batches.
Preferably, according to the assets information of the fixed assets obtained after image recognition processing and the user Selection instruction exports the assets information in batches.
It should be noted that step shown in the flowchart of the accompanying drawings can be in such as a group of computer-executable instructions It is executed in computer system, although also, logical order is shown in flow charts, and it in some cases, can be with not The sequence being same as herein executes shown or described step.
According to embodiments of the present invention, it additionally provides a kind of for implementing the device of above-mentioned fixed assets checking method, such as Fig. 5 Shown, which includes: image identification unit 10, for receiving the image information for the fixed assets that user sends, and is carried out Image recognition processing;Assets information acquiring unit 20 is matched and is obtained for the recognition result according to described image recognition unit The assets information of the fixed assets;Asset count operating unit 30, for executing count point operation to the fixed assets.
It is used to receive the image information for the fixed assets that user sends according to image identification unit 10 described herein, And carry out image recognition processing, it is preferred that described image identifying processing includes but is not limited to: identification label image and identification appearance Image, in the other embodiments of the application, described image identifying processing is also possible to other image recognition technologys.
It is used for the recognition result according to described image recognition unit according to assets information acquiring unit 20 described herein, It matches and obtains the assets information of the fixed assets, it is preferred that according to the label image in the fixed assets received, carry out Image recognition extracts the text information in label, obtains the assets information of the fixed assets;It can also be consolidated according to what is received Determine the appearance images of assets, carry out image recognition, obtains the classification and feature of the fixed assets, such as " laptop ", " association ", " T800 model " etc..
It is used to execute count point operation to the fixed assets according to asset count operating unit 30 described herein, preferably , the assets information of the above-mentioned fixed assets obtained by image recognition is associated with binding with fixed assets foundation and is closed System, and be stored in system database;The fixed assets count point operation includes but is not limited to: assets information modification, assets letter Breath statistics and operationies on incoming and outgoing inventory, in the other embodiments of the application, the fixed assets count point operation can also include other It operates and handles.
According to embodiments of the present invention, as preferred in the present embodiment, as shown in fig. 6, described image recognition unit 10 wraps It includes: label image judgment module 11, for judging whether the image of fixed assets that user sends is fixed assets Label image;Label image identification module 12, for carrying out Text region to the label image and extracting the Text region Result.
It is used to judge the fixed assets that user sends according to label image judgment module 11 described herein Image whether be fixed assets label image, it is preferred that the image received is tentatively identified, judges whether to be described The label image of fixed assets.
It is used to carry out Text region to the label image and mention according to label image identification module 12 described herein Take the result of the Text region, it is preferred that extract the text information in label, obtain the assets information of the fixed assets.
According to embodiments of the present invention, as preferred in the present embodiment, as shown in fig. 7, described image recognition unit 10 is also It include: appearance images judgment module 13, for judging whether the image of fixed assets that user sends is fixed assets Appearance images;Appearance images identification module 14, for carrying out image recognition to the appearance images and determining the fixed assets The classification and feature of production.
It is used to judge the fixed assets that user sends according to appearance images judgment module 13 described herein Image whether be fixed assets appearance images, it is preferred that the image received is tentatively identified, judges whether to be described The appearance images of fixed assets.
It is used to carry out image recognition and true to the appearance images according to appearance images identification module 14 described herein The classification and feature of the fixed fixed assets, it is preferred that according to the appearance images of the fixed assets received, carry out image knowledge Not, the classification and feature of the fixed assets, such as " laptop ", " association ", " T800 model " etc. are obtained.
According to embodiments of the present invention, as preferred in the present embodiment, as shown in figure 8, described image recognition unit 10 is also It include: the pre- judgment module 15 of image, for judging whether the image information of the fixed assets received meets pre-set image Treatment conditions;Failure notification module 16, for determining that described image information is unsatisfactory for default figure when the pre- judgment module of described image As treatment conditions, image procossing failure notification is sent to the user.
According to the image letter for the fixed assets that the pre- judgment module 15 of image described herein is used to judge to receive Whether breath meets pre-set image treatment conditions, it is preferred that believes after receiving the image information of the fixed assets described image Breath carries out preliminary images identification, judges whether the parameters such as its resolution ratio, discrimination meet the technical requirements of further image recognition.
It is used to determine described image letter when the pre- judgment module of described image according to failure notification module 16 described herein Breath is unsatisfactory for pre-set image treatment conditions, sends image procossing failure notification to the user, it is preferred that if conditions are not met, then Image procossing failure notification is sent to the user, the user is prompted to upload the image information of the fixed assets again.
According to embodiments of the present invention, as preferred in the present embodiment, the asset count operating unit 30 includes: information Export module 31, for exporting the assets information for the fixed assets that the user selectes in batches.
The fixed assets selected according to information export module 31 described herein for exporting the user in batches Assets information, it is preferred that according to the assets information of the fixed assets obtained after image recognition processing and the use The selection instruction at family exports the assets information in batches.
Obviously, those skilled in the art should be understood that each module of the above invention or each step can be with general Computing device realize that they can be concentrated on a single computing device, or be distributed in multiple computing devices and formed Network on, optionally, they can be realized with the program code that computing device can perform, it is thus possible to which they are stored Be performed by computing device in the storage device, perhaps they are fabricated to each integrated circuit modules or by they In multiple modules or step be fabricated to single integrated circuit module to realize.In this way, the present invention is not limited to any specific Hardware and software combines.
The foregoing is merely preferred embodiment of the present application, are not intended to limit this application, for the skill of this field For art personnel, various changes and changes are possible in this application.Within the spirit and principles of this application, made any to repair Change, equivalent replacement, improvement etc., should be included within the scope of protection of this application.

Claims (10)

1. a kind of fixed assets checking method based on image recognition, which is characterized in that the described method includes:
The image information for the fixed assets that user sends is received, and carries out image recognition processing;
According to the recognition result of described image identifying processing, the assets information of the fixed assets is obtained;
By assets information preservation corresponding with the mark of the fixed assets, to execute default fixed assets count point operation.
2. fixed assets checking method according to claim 1, which is characterized in that the fixation for receiving user and sending The image information of assets simultaneously carries out image recognition processing and includes:
Judge the fixed assets that user sends image whether be fixed assets label image;
If it is label image, Text region is carried out to the label image;
Extract the Text region as a result, obtaining the assets information of the fixed assets.
3. fixed assets checking method according to claim 1, which is characterized in that the fixation for receiving user and sending The image information of assets simultaneously carries out image recognition processing and includes:
Judge the fixed assets that user sends image whether be fixed assets appearance images;
If it is appearance images, image recognition is carried out to the appearance images;
According to recognition result, the classification and feature of the fixed assets are determined;
According to the classification and feature of the fixed assets, the assets information of the fixed assets is obtained.
4. fixed assets checking method according to claim 1, which is characterized in that described to receive what user sent The image information of fixed assets simultaneously carries out image recognition processing and includes:
Judge whether the image information of the fixed assets received meets pre-set image treatment conditions;
If it is judged that the image information of the fixed assets received is unsatisfactory for pre-set image treatment conditions, then to the use Family sends image procossing failure notification.
5. fixed assets checking method according to claim 1, which is characterized in that the default fixed assets of execution are made an inventory Operation includes:
Batch exports the assets information for the fixed assets that the user selectes.
The device 6. a kind of fixed assets based on image recognition are made an inventory characterized by comprising
Image identification unit for receiving the image information for the fixed assets that user sends, and carries out image recognition processing;
Assets information acquiring unit matches for the recognition result according to described image recognition unit and obtains the fixed assets The assets information of production;
Asset count operating unit, for executing count point operation to the fixed assets.
The device 7. fixed assets according to claim 6 are made an inventory, which is characterized in that described image recognition unit includes:
Label image judgment module, for judge fixed assets that user sends image whether be fixed assets mark Sign image;
Label image identification module, for carrying out Text region to the label image and extracting the result of the Text region.
The device 8. fixed assets according to claim 6 are made an inventory, which is characterized in that described image recognition unit includes:
Appearance images judgment module, for judging whether the image of fixed assets that user sends is the outer of fixed assets See image;
Appearance images identification module, for the appearance images carry out image recognition and determine the fixed assets classification and Feature.
The device 9. fixed assets according to claim 6 are made an inventory, which is characterized in that described image recognition unit includes:
The pre- judgment module of image, for judging whether the image information of the fixed assets received meets pre-set image processing Condition;
Failure notification module, for determining that described image information is unsatisfactory for pre-set image processing item when the pre- judgment module of described image Part sends image procossing failure notification to the user.
The device 10. fixed assets according to claim 6 are made an inventory, which is characterized in that the asset count operating unit packet It includes:
Information export module, for exporting the assets information for the fixed assets that the user selectes in batches.
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Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111340031A (en) * 2020-02-25 2020-06-26 杭州测质成科技有限公司 Equipment almanac target information extraction and identification system based on image identification and method thereof
CN111784281A (en) * 2020-06-10 2020-10-16 中国铁塔股份有限公司 Asset identification method and system based on AI
CN111814500A (en) * 2020-05-19 2020-10-23 北京新意互动数字技术有限公司 Fixed asset checking method, client and server
CN111931881A (en) * 2020-07-01 2020-11-13 众虎物联网(广州)有限公司 Asset checking method and device, terminal equipment and storage medium
CN112766827A (en) * 2021-03-12 2021-05-07 中国工商银行股份有限公司 Automatic processing method and device for asset inventory data
CN113902398A (en) * 2021-09-24 2022-01-07 广东万丈金数信息技术股份有限公司 Asset inventory system, method, computer device and storage medium
CN115170040A (en) * 2022-09-08 2022-10-11 南方电网数字电网研究院有限公司 Method and system for dynamically updating asset directory

Citations (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN202282018U (en) * 2011-11-02 2012-06-20 山东电力集团公司烟台供电公司 Electric power asset supervision system based on electronic identity card
US20120202515A1 (en) * 2011-02-09 2012-08-09 Stanford University Smartphone-based asset management system
US20120219175A1 (en) * 2011-02-28 2012-08-30 Intuit Inc. Associating an object in an image with an asset in a financial application
CN103400240A (en) * 2013-08-19 2013-11-20 国家电网公司 Fixed asset check device
CN103778261A (en) * 2014-03-04 2014-05-07 福建瑞恒信息技术有限公司 Self-guided tour method based on mobile cloud computing image recognition
CN105005888A (en) * 2014-04-24 2015-10-28 株式会社OPTiM Asset management server, asset management method, and asset management server program
CN105225043A (en) * 2015-09-29 2016-01-06 北京用友政务软件有限公司 Based on the asset management system and the method for smart mobile phone and bar code
CN105447536A (en) * 2015-11-10 2016-03-30 浪潮通用软件有限公司 Asset checking device, system and method
CN106095472A (en) * 2016-08-23 2016-11-09 上海卓易科技股份有限公司 A kind of head portrait setting method and device
CN106203343A (en) * 2015-04-29 2016-12-07 通用电气公司 image analysis system and method for automatic asset identification
CN106296013A (en) * 2016-08-15 2017-01-04 四川升博信息科技有限责任公司 The asset management system based on Internet of Things
CN106651215A (en) * 2017-01-04 2017-05-10 杭州远方科技信息有限公司 Method and equipment for checking fixed asset information
CN106726605A (en) * 2016-12-30 2017-05-31 上海孩子国科教设备有限公司 Medication alert method and terminal
CN107103443A (en) * 2017-04-26 2017-08-29 华电(北京)热电有限公司 Goods and materials intelligent management, apparatus and system based on Quick Response Code
CN206497476U (en) * 2016-12-05 2017-09-15 博世汽车部件(苏州)有限公司 The asset management system and label read-write apparatus
US20170270650A1 (en) * 2016-03-17 2017-09-21 Conduent Business Services, Llc Image analysis system for property damage assessment and verification
CN107705066A (en) * 2017-09-15 2018-02-16 广州唯品会研究院有限公司 Information input method and electronic equipment during a kind of commodity storage
CN207783009U (en) * 2017-11-18 2018-08-28 广西电网有限责任公司来宾兴宾供电局 A kind of power supply station " emergent packet " material Management System based on image recognition technology

Patent Citations (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20120202515A1 (en) * 2011-02-09 2012-08-09 Stanford University Smartphone-based asset management system
US20120219175A1 (en) * 2011-02-28 2012-08-30 Intuit Inc. Associating an object in an image with an asset in a financial application
CN202282018U (en) * 2011-11-02 2012-06-20 山东电力集团公司烟台供电公司 Electric power asset supervision system based on electronic identity card
CN103400240A (en) * 2013-08-19 2013-11-20 国家电网公司 Fixed asset check device
CN103778261A (en) * 2014-03-04 2014-05-07 福建瑞恒信息技术有限公司 Self-guided tour method based on mobile cloud computing image recognition
CN105005888A (en) * 2014-04-24 2015-10-28 株式会社OPTiM Asset management server, asset management method, and asset management server program
CN106203343A (en) * 2015-04-29 2016-12-07 通用电气公司 image analysis system and method for automatic asset identification
CN105225043A (en) * 2015-09-29 2016-01-06 北京用友政务软件有限公司 Based on the asset management system and the method for smart mobile phone and bar code
CN105447536A (en) * 2015-11-10 2016-03-30 浪潮通用软件有限公司 Asset checking device, system and method
US20170270650A1 (en) * 2016-03-17 2017-09-21 Conduent Business Services, Llc Image analysis system for property damage assessment and verification
CN106296013A (en) * 2016-08-15 2017-01-04 四川升博信息科技有限责任公司 The asset management system based on Internet of Things
CN106095472A (en) * 2016-08-23 2016-11-09 上海卓易科技股份有限公司 A kind of head portrait setting method and device
CN206497476U (en) * 2016-12-05 2017-09-15 博世汽车部件(苏州)有限公司 The asset management system and label read-write apparatus
CN106726605A (en) * 2016-12-30 2017-05-31 上海孩子国科教设备有限公司 Medication alert method and terminal
CN106651215A (en) * 2017-01-04 2017-05-10 杭州远方科技信息有限公司 Method and equipment for checking fixed asset information
CN107103443A (en) * 2017-04-26 2017-08-29 华电(北京)热电有限公司 Goods and materials intelligent management, apparatus and system based on Quick Response Code
CN107705066A (en) * 2017-09-15 2018-02-16 广州唯品会研究院有限公司 Information input method and electronic equipment during a kind of commodity storage
CN207783009U (en) * 2017-11-18 2018-08-28 广西电网有限责任公司来宾兴宾供电局 A kind of power supply station " emergent packet " material Management System based on image recognition technology

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
周钰等: "支持混合条码技术的医院固定资产动态管理系统设计与应用", 《医疗卫生装备》 *
王鉴等: "基于图像识别的移动通信基站资产管理技术", 《移动通信》 *

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111340031A (en) * 2020-02-25 2020-06-26 杭州测质成科技有限公司 Equipment almanac target information extraction and identification system based on image identification and method thereof
CN111814500A (en) * 2020-05-19 2020-10-23 北京新意互动数字技术有限公司 Fixed asset checking method, client and server
CN111784281A (en) * 2020-06-10 2020-10-16 中国铁塔股份有限公司 Asset identification method and system based on AI
CN111931881A (en) * 2020-07-01 2020-11-13 众虎物联网(广州)有限公司 Asset checking method and device, terminal equipment and storage medium
CN112766827A (en) * 2021-03-12 2021-05-07 中国工商银行股份有限公司 Automatic processing method and device for asset inventory data
CN113902398A (en) * 2021-09-24 2022-01-07 广东万丈金数信息技术股份有限公司 Asset inventory system, method, computer device and storage medium
CN115170040A (en) * 2022-09-08 2022-10-11 南方电网数字电网研究院有限公司 Method and system for dynamically updating asset directory

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