CN109214779A - Construction site information managing and control system - Google Patents
Construction site information managing and control system Download PDFInfo
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- CN109214779A CN109214779A CN201811035338.5A CN201811035338A CN109214779A CN 109214779 A CN109214779 A CN 109214779A CN 201811035338 A CN201811035338 A CN 201811035338A CN 109214779 A CN109214779 A CN 109214779A
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- 238000010276 construction Methods 0.000 title claims abstract description 275
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- 238000000034 method Methods 0.000 claims description 72
- 230000008569 process Effects 0.000 claims description 64
- 238000004891 communication Methods 0.000 claims description 32
- 238000013528 artificial neural network Methods 0.000 claims description 16
- 230000005764 inhibitory process Effects 0.000 claims description 15
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION 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
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/103—Workflow collaboration or project management
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C9/00—Individual registration on entry or exit
- G07C9/30—Individual registration on entry or exit not involving the use of a pass
- G07C9/32—Individual registration on entry or exit not involving the use of a pass in combination with an identity check
- G07C9/37—Individual registration on entry or exit not involving the use of a pass in combination with an identity check using biometric data, e.g. fingerprints, iris scans or voice recognition
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C9/00—Individual registration on entry or exit
- G07C9/30—Individual registration on entry or exit not involving the use of a pass
- G07C9/38—Individual registration on entry or exit not involving the use of a pass with central registration
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Abstract
The invention discloses a kind of construction site information managing and control systems, including Image Acquisition terminal to be acquired standard wearing image to generate image data set;Personnel's typing terminal establishes personal information database;Server includes the first training unit and storage unit, and the first training unit generates standard and dresses identification model, and storage unit is to store personal information database;Integral type access control equipment includes personnel information acquisition device and device for visual identification, personnel information acquisition device is to collector's information, and personal information is sent to server, device for visual identification dresses image to collector, and personnel's wearing image is sent to server, server veritifies personal information, and is dressing identification model by the way that personnel's wearing image is input to standard after veritifying to identify whether personnel's wearing standardizes;To realize whether standard wearing identifies to job site personnel is entered and left, and achievees the purpose that manage the wearing behavior for entering and leaving job site personnel automatically.
Description
Technical field
The present invention relates to gate inhibitions to manage technical field, in particular to a kind of construction site information managing and control system.
Background technique
Construction site refers to the building construction for carrying out industry or civilian projects, civil engineering, equipment installation, pipelining
Etc. construction activities, the place of approved occupancy.During control at the construction field (site), except the necessary identity for entering and leaving place personnel
Except veritification, it is also necessary to entering and leaving the wearing of Field Force (for example, the wearing of safety cap, the wearing of reflective vest, work clothes
Wearing etc.) it is managed.
However, mostly using fingerprint recognition or RFID tag to identify to the people for entering and leaving gate inhibition in existing scene managing and control system
Member carries out authentication, to achieve the purpose that verify discrepancy gate inhibition's personnel identity;For the management multi-pass of personnel's wearing
The artificial inspection of relevant staff is crossed, is exercised supervision with wearing of the artificial form to personnel.This mode cannot achieve pair
Whether personnel standardize wearing is veritified automatically, also, it manages the supervision dependence that dynamics is lower, to relevant staff
Property is larger.
Summary of the invention
The present invention is directed to solve one of the technical problem in above-mentioned technology at least to a certain extent.For this purpose, of the invention
Purpose is to propose a kind of construction site information managing and control system, can be realized whether standard is dressed to the personnel for entering and leaving construction site
It is identified, and then according to the opening and closing of recognition result access control, reaches and the wearing behavior for entering and leaving job site personnel is carried out
Automatically the purpose managed.
In order to achieve the above objectives, the embodiment of the present invention proposes a kind of construction site information managing and control system, comprising: image is adopted
Collect terminal, image when described image acquisition terminal is by dressing job site personnel standard is acquired to generate picture number
According to collection;Personnel's typing terminal, personnel's typing terminal the personal information into construction site waited for by typing with establish into
Enter the personal information database of construction site;Server, the server respectively with described image acquisition terminal and the personnel
Typing terminal is connected, and the server includes the first training unit and storage unit, and first training unit is by described image
Data set input neural network, which is trained, dresses identification model with acquisition standard, the storage unit to store it is described into
Enter the personal information database of construction site;The integral type access control equipment of corresponding construction site setting, the integral type gate inhibition set
Standby to be communicated with the server, the integral type access control equipment includes personnel information acquisition device and device for visual identification,
The personnel information acquisition device is set to acquire the personal information for being currently entering construction site, and by the integral type gate inhibition
The standby communication between the server is to be sent to the server, the view for the personal information for being currently entering construction site
Feel identification device to acquire be currently entering construction site personnel dress image, and by with the integral type access control equipment with
Communication between the server is sent to the server, the clothes so that the personnel for being currently entering construction site are dressed image
Business device veritifies the personal information for being currently entering construction site according to the personal information database, and after by veritifying
Start the standard wearing identification model, and the personnel for being currently entering construction site wearing image is input to the standard and is worn
Identification model is worn to identify whether the personnel's wearing for being currently entering construction site standardizes.
Information managing and control system in construction site according to an embodiment of the present invention, Image Acquisition terminal pass through to job site personnel
Image when standard is dressed is acquired to generate image data set;Personnel's typing terminal is waited for by typing into construction site
Personal information is to establish the personal information database wait enter construction site;Server is recorded with Image Acquisition terminal and personnel respectively
Enter terminal to be connected, server includes the first training unit and storage unit, and image data set is inputted nerve by the first training unit
Network, which is trained, dresses identification model with acquisition standard, and storage unit is to store the personal information number wait enter construction site
According to library;The integral type access control equipment of corresponding construction site setting, integral type access control equipment are communicated with server, integrated door
Prohibiting equipment includes personnel information acquisition device and device for visual identification, and personnel information acquisition device is currently entering construction to acquire
The personal information at scene, and pass through the communication between integral type access control equipment and server so that the people of construction site will be currently entering
Member's information is sent to server, and device for visual identification is currently entering personnel's wearing image of construction site to acquire, and passes through
Communication between integral type access control equipment and server is sent to clothes so that the personnel for being currently entering construction site are dressed image
Business device, server veritifies the personal information for being currently entering construction site according to personal information database, and is passing through core
Start standard after testing and dress identification model, and the personnel for being currently entering construction site wearing image is input to standard wearing and is known
Other model is to identify whether the personnel's wearing for being currently entering construction site standardizes;It is to the personnel for entering and leaving construction site to realize
No standard wearing is identified, and then according to the opening and closing of recognition result access control, is reached and worn to discrepancy job site personnel
Wear the purpose that behavior is managed automatically.
In addition, the construction site information managing and control system proposed according to that above embodiment of the present invention can also have following add
Technical characteristic:
Optionally, the integral type access control equipment further includes entrance guard device and warning device, wherein the server is recognizing
The entrance guard device is controlled by the integral type access control equipment when being currently entering personnel's wearing specification of construction site to lift a ban;Institute
Server is stated to control when recognizing the personnel for being currently entering construction site and dressing lack of standardization by the integral type access control equipment
The warning device is alarmed.
Optionally, the personal information database includes personnel's type information, and the construction site information managing and control system is also
It include: identity information typing terminal, the identity information that the identity information typing terminal passes through the staff to key post
It is acquired to generate identity information data collection, and is connected to the server so that the identity information data collection is sent to institute
State server, wherein the server further includes the second training unit, and second training unit is by the identity information data
Collection input neural network is trained to obtain identification model, and the integral type access control equipment further includes identity information acquisition
Device, the server is in the personnel for being currently entering construction site by working as after veritifying also according to personnel's type information judgement
The personnel for advancing into construction site start the identification model when being the staff of key post, and pass through the one
Formula access control equipment starts the type identity information collecting device, and the type identity information collecting device is currently entering construction now for acquiring
The identity information of the staff of the key post of field, and pass through logical between the integral type access control equipment and the server
Letter is to be sent to the server for the identity information for being currently entering the staff of the key post of construction site, so as to described
The identity information for the staff for being currently entering the key post of construction site is input to the identification model by server
To identify whether the staff for the key post for being currently entering construction site is me.
Optionally, the integral type access control equipment further includes entrance guard device and warning device, wherein the server is being known
It is clipped to and is currently entering the staff of the key post of construction site and dresses specification and when for me by the integral type gate inhibition
Equipment controls the entrance guard device and lifts a ban;The server is recognizing the work people for being currently entering the key post of construction site
The warning device is controlled by the integral type access control equipment when member dresses specification but is not me to alarm.
Optionally, the identity information includes face information, finger print information, iris information or voiceprint.
Optionally, the integral type access control equipment further includes recording device, and the recording device is to record into construction
The identification information of personnel at scene, entry time, image information when entering, and by the integral type access control equipment with it is described
Communication between server with will enter the identification information of the personnel of construction site, entry time, enter when image information hair
Give the server.
Optionally, when the personnel for entering construction site leave construction site, the personnel information acquisition device is also acquired
The personal information of construction site to be left, and by the communication between the integral type access control equipment and the server with will be to
The personal information for leaving construction site is sent to the server, and the device for visual identification also acquires construction site to be left
Personnel dress image, and by the communication between the integral type access control equipment and the server will construct now wait leave
The personnel of field dress image and are sent to the server, and the server is treated according to the personal information database and leaves construction
The personal information at scene is veritified, and the personnel of construction site to be left wearing image is input to the standard wearing identification
Whether model is standardized with the personnel's wearing for identifying construction site to be left, wherein the server is in construction site to be left
It is carried out when personnel are by veritifying and recognizing personnel's wearing specification wait leave construction site by the integral type access control equipment
It lifts a ban;Personnel of the server in construction site to be left do not pass through the personnel for veritifying or recognizing construction site to be left
It is alarmed when dressing lack of standardization by the integral type access control equipment.
Optionally, further includes: critical construction technology acquisition terminal, the critical construction technology acquisition terminal pass through to key
The standard operation mode of construction technology carries out Image Acquisition to generate critical process sample graph image set, and is connected to the server
The critical process sample graph image set is sent to the server, wherein the server further includes third training unit,
Critical process sample graph image set input neural network is trained to obtain critical process by the third training unit
Standard operation identification model;Live video acquisition terminal, video of the live video acquisition terminal to acquire construction site
Information, and by being communicated with the server the video information of the construction site is sent to the server, institute
State the standard operation that the critical process image in the video information of the construction site is input to the critical process by server
Whether identification model is standardized with the critical process for identifying construction site, and when the critical process for recognizing construction site is lack of standardization
Warning message is generated to be pushed to supervisor and project manager.
Optionally, the live video acquisition terminal corresponds to supervisor setting, wherein when the supervisor from
When the operation area of on & off switch technique, the live video acquisition terminal also obtains the supervisor in the work of the critical process
Motion track, homework type, inspection result and the operation video in industry area, and will be described by the communication between the server
Supervisor is sent to institute in the motion track of the operation area of the critical process, homework type, inspection result and operation video
State server.
Optionally, further includes: Live Audio, the Live Audio are communicated with the server, wherein the service
Device carries out capturing pictures frame by frame also according to the video information of the construction site, and the picture of crawl is inputted the standard and is dressed
Whether identification model is standardized with the staff's wearing for identifying construction site, and recognizes staff's wearing of construction site
The abnormal activity of the staff of construction site is corrected when lack of standardization by the Live Audio.
Detailed description of the invention
Fig. 1 is the block diagram according to the construction site information managing and control system of the embodiment of the present invention;
Fig. 2 is the block diagram according to the construction site information managing and control system of another embodiment of the present invention;
Fig. 3 is the block diagram according to the construction site information managing and control system of further embodiment of this invention.
Specific embodiment
The embodiment of the present invention is described below in detail, examples of the embodiments are shown in the accompanying drawings, wherein from beginning to end
Same or similar label indicates same or similar element or element with the same or similar functions.Below with reference to attached
The embodiment of figure description is exemplary, it is intended to is used to explain the present invention, and is not considered as limiting the invention.
In existing live managing and control system, mostly use fingerprint recognition or RFID tag identify to enter and leave the personnel of gate inhibition into
Row authentication, to achieve the purpose that verify discrepancy gate inhibition's personnel identity;Whether can not personnel be standardized with wearing to carry out
Automation verification.In the construction site information managing and control system that the embodiment of the present invention proposes, Image Acquisition terminal passes through existing to construction
Image when the personnel's standard wearing of field is acquired to generate image data set;Personnel's typing terminal waits entering construction by typing
The personal information at scene is to establish the personal information database wait enter construction site;Server respectively with Image Acquisition terminal and
Personnel's typing terminal is connected, and server includes the first training unit and storage unit, and the first training unit is defeated by image data set
Enter neural network to be trained with acquisition standard wearing identification model, storage unit is to store the personnel wait enter construction site
Information database;The integral type access control equipment of corresponding construction site setting, integral type access control equipment are communicated with server, and one
Body formula access control equipment includes personnel information acquisition device and device for visual identification, and personnel information acquisition device is to acquire when advance
Enter the personal information of construction site, and existing construction will be currently entering by the communication between integral type access control equipment and server
The personal information of field is sent to server, and device for visual identification is currently entering personnel's wearing image of construction site to acquire,
And image hair is dressed will be currently entering the personnel of construction site by the communication between integral type access control equipment and server
Server is given, server veritifies the personal information for being currently entering construction site according to personal information database, and
Identification model is dressed by starting standard after veritifying, and the personnel for being currently entering construction site wearing image is input to standard
Wearing identification model is to identify whether the personnel's wearing for being currently entering construction site standardizes;To realize to discrepancy construction site
Whether standard wearing identifies personnel, and then according to the opening and closing of recognition result access control, reaches to discrepancy construction site people
The purpose that the wearing behavior of member is managed automatically.
In order to better understand the above technical scheme, the exemplary reality that the present invention will be described in more detail below with reference to accompanying drawings
Apply example.Although showing exemplary embodiment of the present invention in attached drawing, it being understood, however, that may be realized in various forms this hair
It is bright and should not be limited by the embodiments set forth herein.It is to be able to thoroughly understand this on the contrary, providing these embodiments
Invention, and the scope of the present invention can be fully disclosed to those skilled in the art.
In order to better understand the above technical scheme, in conjunction with appended figures and specific embodiments to upper
Technical solution is stated to be described in detail.
Fig. 1 is a kind of block diagram of the construction site information managing and control system proposed according to the embodiment of the present invention, such as Fig. 1
Shown, which includes: Image Acquisition terminal 10, personnel's typing terminal 20, server 30 and one
Formula access control equipment 40.
Wherein, image when Image Acquisition terminal 10 is by dressing job site personnel standard is acquired to generate figure
As data set.
That is, Image Acquisition terminal 10 is used to acquire image when job site personnel standard is dressed, adopted with basis
Image when the job site personnel standard wearing collected generates image data set;It is carried out so as to subsequent according to the image data set
The training of standard wearing identification model.
Personnel's typing terminal 20, personnel's typing terminal 20 personal information into construction site waited for by typing with establish to
Into the personal information database of construction site.
That is, personnel's typing terminal 20, which passes through the personal information treated into construction site, carries out typing, with basis
The personal information of typing is established corresponding respectively to the personal information database into job site personnel.
Wherein, personal information include but is not limited to the face of the personnel of construction site to be added, fingerprint, identity card, position,
Gender, the length of service and family relationship.
Server 30, server 30 are connected with Image Acquisition terminal 10 and personnel's typing terminal 20 respectively, and server 30 wraps
The first training unit 31 and storage unit 32 are included, the first training unit 31 is used to instruct image data set input neural network
Practice to obtain standard wearing identification model, storage unit 32 is to store the personal information database wait enter construction site.
That is, server 30 is attached with Image Acquisition terminal 10 and personnel's typing terminal 20 respectively, server
30 include the first training unit 31 and storage unit 32, will be acquired by the communication between server 30 and Image Acquisition terminal 10
The image data set arrived inputs neural network by the first training unit 31, to carry out the training of standard wearing identification model, deposits
Personal information database wait enter construction site of the storage unit 32 to store 20 typing of personnel's typing terminal.
Integral type access control equipment 40, the corresponding construction site setting of the integral type access control equipment 40, integral type access control equipment 40
It is communicated with server 30;Wherein, integral type access control equipment 40 includes personnel information acquisition device 41 and device for visual identification
42, personnel information acquisition device 41 is currently entering the personal information of construction site to acquire, and passes through integral type access control equipment
Communication between 40 and server 30 is to be sent to server 30 for the personal information for being currently entering construction site;Visual identity dress
42 are set to acquire the personnel's wearing image for being currently entering construction site, and by between integral type gate inhibition 40 and server 30
Communication with by be currently entering construction site personnel dress image be sent to server 30, server 30 is according to personal information number
The personal information for being currently entering construction site is verified according to library, and starting standard dresses identification model after through verification,
And the personnel for being currently entering construction site wearing image is input to standard wearing identification model and is currently entering construction to identify
Whether personnel's wearing at scene standardizes.
Wherein, the corresponding construction site setting of integral type access control equipment 40 refers to that integral type access control equipment 40 and construction are existing
Field is corresponding relationship;For example, configuring corresponding scene ID for each construction site, not each integral type access control equipment 40 is configured
Corresponding gate inhibition ID, and establish scene ID and be associated with corresponding gate inhibition ID, that is, establish construction site and corresponding integral type
The association of access control equipment 40;It should be noted that the quantity of integral type access control equipment 40 can be carried out according to the case where construction site
Setting.
Wherein, there are many set-up modes of personnel information acquisition device 41, for example, personnel information acquisition device 41 is arranged
For rfid reader device, can be known by can recognize label for the personnel assignment RFID that can enter construction site, and establish the RFID
The mark of distinguishing label is associated with the personal information that can enter construction site, and then is currently entering and is applied by rfid reader device acquisition
The personal information at work scene;Alternatively, setting fingerprint reading device for personnel information acquisition device 41, pass through personnel's typing terminal
20 typings can enter the finger print information of the personnel of construction site, and be currently entering construction site by fingerprint reading device reading
The finger print information of personnel, to obtain the people for being currently entering construction site by the finger print information for the personnel for being currently entering construction site
Member's information.
Wherein, device for visual identification 42 can be camera, and the personnel for being currently entering construction site are obtained by camera
Image is dressed, and personnel are dressed into image by the communication between integral type access control equipment 40 and server 30 by the image and are sent
To server 30;Alternatively, obtaining the personnel's wearing video for being currently entering construction site by camera, and the personnel are dressed and are regarded
Personnel's wearing video is sent to server 30, Yi Jitong by the communication between integral type access control equipment 40 and server 30 by frequency
Cross server 30 according to preset time interval extract the personnel dress video in video frame, with obtain personnel dress image.
Wherein, there are many training methods of standard wearing identification model, as an example, Image Acquisition terminal 10 passes through
After image when to job site personnel standard wearing is acquired to generate image data set, image data set is divided into
Training set, test set and verifying collection, and training set input neural network is trained, to obtain benchmark model;Then, will
Test set input reference model, is tested with the accuracy rate to the benchmark model got, and according to accuracy rate to benchmark mould
Type is screened, then, will verifying collection input screening after benchmark model, with the Generalization Capability to the benchmark model after screening into
Row verifying, and determine that final standard dresses identification model according to verification result;Also, in the use of standard wearing identification model
In the process, the personnel for being currently entering construction site are also dressed image input neural network to be trained, to final standard
The parameter of wearing identification model is adjusted, to reinforce the recognition accuracy of final standard wearing identification model.
In conclusion the construction site information managing and control system proposed according to embodiments of the present invention, Image Acquisition terminal pass through
Image when to job site personnel standard wearing is acquired to generate image data set;Personnel's typing terminal is waited for by typing
The personal information database wait enter construction site is established into the personal information of construction site;Server is adopted with image respectively
Collection terminal is connected with personnel's typing terminal, and server includes the first training unit and storage unit, and the first training unit is by image
Data set input neural network, which is trained, dresses identification model with acquisition standard, and storage unit is existing wait enter construction to store
The personal information database of field;The integral type access control equipment of corresponding construction site setting, integral type access control equipment and server into
Row communication, integral type access control equipment includes personnel information acquisition device and device for visual identification, personnel information acquisition device to
Acquisition is currently entering the personal information of construction site, and by the communication between integral type access control equipment and server with will be current
Personal information into construction site is sent to server, and device for visual identification is currently entering the personnel of construction site to acquire
Image is dressed, and by the communication between integral type access control equipment and server to wear the personnel for being currently entering construction site
It wears image and is sent to server, server carries out core to the personal information for being currently entering construction site according to personal information database
It tests, and identification model is being dressed by starting standard after veritifying, and the personnel's wearing image for being currently entering construction site is defeated
Enter to standard to dress identification model to identify whether the personnel's wearing for being currently entering construction site standardizes;Discrepancy is applied to realize
Whether standard wearing identifies the personnel at work scene, and then according to the opening and closing of recognition result access control, reaches and apply to discrepancy
The purpose that the wearing behavior of work Field Force is managed automatically.
As shown in Fig. 2, in some embodiments, in the construction site information managing and control system that the embodiment of the present invention proposes, one
Body formula access control equipment 40 further includes entrance guard device 43 and warning device 44, and wherein to be currently entering construction existing recognizing for server 30
It is lifted a ban when the personnel of field dress specification by 40 access control device 43 of integral type access control equipment, server 30 is recognizing currently
Personnel's wearing into construction site controls warning device 44 by integral type access control equipment 40 when lack of standardization and alarms.
Wherein, there are many set-up modes of entrance guard device 43, for example, tripod turnstile, swing turnstile, flap turnstile etc.;Therefore, not right herein
The set-up mode of entrance guard device 43 is limited.
Wherein, there are many set-up modes of warning device 44, for example, setting voice prompting loudspeaker, pass through voice prompting loudspeaker
Voice broadcast is carried out to the personnel of irregularity;Alternatively, setting alarm lamp, carries out light efficiency by personnel of the alarm lamp to irregularity
Prompt;Alternatively, setting display screen, to be prompted by display screen irregularity personnel;Alternatively, warning device can be it is aforementioned
The combination of various warning devices.
As shown in Fig. 2, in some embodiments, in the construction site information managing and control system that the embodiment of the present invention proposes, people
Member's information database includes personnel's type information, the construction site information managing and control system further include: identity information typing terminal 50.
Wherein, identity information typing terminal 50 is acquired by the identity information to key post staff to generate
Identity information data collection, and be connected with server 30 identity information data collection is sent to server 30, wherein server 30
It further include the second training unit 33, identity information data collection input neural network is trained to obtain by the second training unit 33
Identification model, integral type access control equipment 40 further include type identity information collecting device 45, and server 30 is being currently entering construction
The personnel at scene are by judging to be currently entering the personnel of construction site also according to personnel's type information after veritifying as key post
Start identification model when staff, and type identity information collecting device 45, identity are started by integral type access control equipment 40
Information collecting device 45 is used to acquire the identity information of the staff for the key post for being currently entering construction site, and passes through one
Communication between body formula access control equipment 40 and server 30 will be will be currently entering the staff of the key post of construction site
Identity information is sent to server 30, so that server 30 will be currently entering the body of the staff of the key post of construction site
Part information input identifies whether the staff for being currently entering the key post of construction site is me to identification model.
It should be noted that identity information may include face information, finger print information, iris information, refer to venous information or
Voiceprint;The identity information of key post personnel is acquired by identity information typing terminal 50 to generate identity information data
Collection, so by the identity information data collection input neural network be trained to obtain identification model, then, determine to
It is dressed into job site personnel and closes rule and identity should be passed through when entering the staff that job site personnel is key post
Information collecting device 45 acquires the identity information of the personnel, and the identity information is inputted identification model, so as to identity knowledge
Other model further verifies the identity of the personnel, it is ensured that the staff of key post starts to work, and prevents
Other people are for class or act as fraudulent substitute for a person the generation of phenomenon, it is ensured that the construction quality and working security of construction site.
As an example, integral type access control equipment 40 further includes entrance guard device 43 and warning device 44, and server 30 exists
It recognizes and is currently entering the staff of the key post of construction site and dresses specification and for me when is set by integral type gate inhibition
Standby 40 access control devices 43 are lifted a ban, and server 30 is worn recognizing the staff for being currently entering the key post of construction site
Warning device 44 is controlled by integral type access control equipment 40 when wearing specification but not being me to alarm.
That is, in this embodiment, server 30 dresses it in personnel's standard that judgement is currently entering construction site
Afterwards, whether the personnel for also needing judgement to be currently entering construction site are the staff of key post, and are currently entering in judgement
After the personnel of construction site are the staff of key post, the work people of the key post is judged by identification model
In person whether member;Then, after the staff for judging the key post is me, access control device 43 is lifted a ban, so as to
The staff of the key post enters construction site;Wherein, if the wearing for being currently entering the personnel of construction site it is lack of standardization or
When the staff that person is currently entering the key post of construction site dresses specification but is not me, pass through integral type access control equipment
40 control warning devices 44 are alarmed.
As shown in Fig. 2, in some embodiments, in the construction site information managing and control system that the embodiment of the present invention proposes, one
Body formula access control equipment 40 further includes recording device 46, and recording device 46 enters the mark letter of the personnel of construction site to record
Breath, entry time, image information when entering, and by communication between integral type access control equipment 40 and server 30 with will be into
Image information when entering identification information, the entry time, entrance of the personnel of construction site is sent to server 30.
That is, by 46 pairs of the recording device identification informations of personnel for entering construction site, entry time and into
Fashionable image information is recorded, and will enter construction now by the communication between integral type access control equipment 40 and server 30
The identification information of personnel, entry time, image information when entering be sent to server 30, enter so as to 30 pairs of server
The identification information of the personnel of construction site, entry time, image information when entering store, using as subsequent construction scene
The foundation that administrative staff investigate construction problem or examined to the staff for entering construction site.
As an example, when the personnel for entering construction site leave construction site, personnel information acquisition device 41 is also
Acquire the personal information of construction site to be left, and by the communication between integral type access control equipment 40 and server 30 with will be to
The personal information for leaving construction site is sent to server 30, and device for visual identification 42 also acquires the personnel of construction site to be left
Dress image, and by the communication between integral type access control equipment 40 and server 30 with will construction site be left personnel
Wearing image is sent to server 30, server 30 treated according to personal information database leave the personal information of construction site into
Row is veritified, and the personnel of construction site to be left wearing image is input to standard wearing identification model to identify wait leave construction
Scene personnel wearing whether standardize, wherein server 30 construction site to be left personnel by veritify and recognize to
It is lifted a ban when leaving personnel's wearing specification of construction site by integral type access control equipment 40;Server 30 is wait leave construction
The personnel at scene do not pass through veritify or recognize personnel's wearing wait leave construction site it is lack of standardization when by integral type gate inhibition
Equipment 40 is alarmed.
That is, treating the personnel's letter for leaving construction site when the personnel for entering construction site leave construction site
Breath is acquired, and the personal information of the construction site to be left is sent to server 30, so as to server 30 according to this to
The personal information for leaving construction site judges whether standard is dressed for it, and is set when the judgment result is yes by integral type gate inhibition
Standby 40 are lifted a ban,
As an example, the personnel that recording device 46 also records into construction site leave giver identification's letter when construction site
Breath, time departure and image information when leaving, and by the communication between integral type access control equipment 40 and server 30 with
The identification information for leaving the personnel of construction site, time departure and image information when leaving are sent to server 30, with
Just image information of the server 30 to the identification information for the personnel for leaving construction site, time departure and when leaving is deposited
Storage, to investigate as subsequent construction site administrator construction problem or examine the staff of construction site
The foundation of core.
As shown in figure 3, in some embodiments, the construction site information managing and control system that the embodiment of the present invention proposes also wraps
It includes: critical construction technology acquisition terminal 60 and live video acquisition terminal 70.
Wherein, critical construction technology acquisition terminal 60 carries out image by the standard operation mode to critical construction technology and adopts
Collection is connected with generating critical process sample graph image set with server 30 critical process sample graph image set is sent to the clothes
Business device 30, wherein server 30 further includes third training unit 34, and third training unit 34 is defeated by critical process sample graph image set
Enter neural network and is trained standard operation identification model with critical process;
Live video acquisition terminal 70, video information of the live video acquisition terminal 70 to acquire construction site, and by with
Server 30 is communicated so that the video information of construction site is sent to server 30, and server 30 is by the video of construction site
Critical process image in information is input to the standard operation identification model of critical process to identify the critical process of construction site
Whether standardize, and generates warning message when the critical process for recognizing construction site is lack of standardization to be pushed to supervisor and item
Mesh administrative staff.
That is, carrying out figure by standard operation mode of the critical construction technology acquisition terminal 60 to critical construction technology
As acquisition, critical process sample graph image sets are generated with multiple collected critical process image patterns, and by critical process sample
Image set is sent to server 30, so that critical process sample graph image set is inputted mind by third training unit 34 by server 30
It is trained through network to obtain the standard operation identification model of critical process, is instructed in the standard operation identification model of critical process
Practice after completing, the video information of construction site is acquired by live video acquisition terminal 70, and by collected construction site
Video information be sent to server 30, the critical process image in the video information of construction site is input to pass by server 30
Whether the standard operation identification model of key technique is standardized with the critical process for identifying construction site, and is recognizing construction site
Warning message is generated when critical process is lack of standardization to be pushed to supervisor and project manager.
Wherein, critical process may include the casting technique of founder, the Welder for forging the forging technology of work, Welder
Skill and the heat treatment process of metal heat treatmet work etc., because the specific category of critical process in construction site is various, therefore, herein
The specific category of critical process is not defined.
Wherein, live video acquisition terminal 70 can be fixed setting, be also possible to corresponding supervisor's setting;It will
Live video acquisition terminal 70, which is fixed to obtain, can obtain critical process video information in critical process construction site
Position is monitored in real time with the work progress to critical process.
As an example, the corresponding supervisor's setting of live video acquisition terminal 70, supervisor pass through live video
Acquisition terminal 70 acquires the video information of construction site, and the video information of collected construction site is sent to server
30, the standard operation that the critical process image in the video information of construction site is input to critical process is identified mould by server 30
Whether type is standardized with the critical process for identifying construction site;Also, it is checked as supervisor in critical process operation area
In the process, also to supervisor the motion track of the operation area of critical process, homework type, inspection result and operation video into
Row record, when operation area to leave critical process as supervisor, live video acquisition terminal 70 obtains supervisor and exists
Motion track, homework type, inspection result and the operation video of the operation area of critical process, and by between server 30
Supervisor is sent to by communication in the motion track of the operation area of critical process, homework type, inspection result and operation video
Server 30.
It should be noted that live video acquisition terminal 70 is also possible to corresponding supervisor's setting, that is to say, that logical
It crosses and configures live video acquisition terminal 70 for supervisor, adopted so that critical process of the supervisor to construction site carries out video
Collection, and collected live video information is sent to server 30.
It should be noted that server 30 generated when the critical process for recognizing construction site is lack of standardization warning message with
It is pushed to supervisor and project manager, supervisor and project manager can be facilitated to construction site critical process
Supervision, wherein, can also be by the pass of the construction site when server 30 is when the critical process for recognizing construction site is lack of standardization
The nonstandard video information of key technique inputs neural network, is trained with the standard operation identification model to critical process, and
The adjustment of parameter in the standard operation identification model of critical process is carried out according to training result, is made with improving the standard of critical process
The recognition accuracy whether industry identification model standardizes critical process.
As shown in figure 3, in some embodiments, the construction site information managing and control system that the embodiment of the present invention proposes further includes
Live Audio 80, the Live Audio 80 are communicated with server 30, wherein server 30 is believed also according to the video of construction site
Breath carries out capturing pictures frame by frame, and the picture of crawl input standard wearing identification model is identified to the staff of construction site
Wearing whether standardize, and recognize construction site staff wearing it is lack of standardization when by the Live Audio correct construction
The abnormal activity of the staff at scene.
It should be understood by those skilled in the art that, the embodiment of the present invention can provide as method, system or computer program
Product.Therefore, complete hardware embodiment, complete software embodiment or reality combining software and hardware aspects can be used in the present invention
Apply the form of example.Moreover, it wherein includes the computer of computer usable program code that the present invention, which can be used in one or more,
The computer program implemented in usable storage medium (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.) produces
The form of product.
The present invention be referring to according to the method for the embodiment of the present invention, the process of equipment (system) and computer program product
Figure and/or block diagram describe.It should be understood that every one stream in flowchart and/or the block diagram can be realized by computer program instructions
The combination of process and/or box in journey and/or box and flowchart and/or the block diagram.It can provide these computer programs
Instruct the processor of general purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices to produce
A raw machine, so that being generated by the instruction that computer or the processor of other programmable data processing devices execute for real
The device for the function of being specified in present one or more flows of the flowchart and/or one or more blocks of the block diagram.
These computer program instructions, which may also be stored in, is able to guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works, so that it includes referring to that instruction stored in the computer readable memory, which generates,
Enable the manufacture of device, the command device realize in one box of one or more flows of the flowchart and/or block diagram or
The function of being specified in multiple boxes.
These computer program instructions also can be loaded onto a computer or other programmable data processing device, so that counting
Series of operation steps are executed on calculation machine or other programmable devices to generate computer implemented processing, thus in computer or
The instruction executed on other programmable devices is provided for realizing in one or more flows of the flowchart and/or block diagram one
The step of function of being specified in a box or multiple boxes.
It should be noted that in the claims, any reference symbol between parentheses should not be configured to power
The limitation that benefit requires.Word "comprising" does not exclude the presence of component or step not listed in the claims.Before component
Word "a" or "an" does not exclude the presence of multiple such components.The present invention can be by means of including several different components
It hardware and is realized by means of properly programmed computer.In the unit claims listing several devices, these are filled
Several in setting, which can be, to be embodied by the same item of hardware.The use of word first, second, and third is not
Indicate any sequence.These words can be construed to title.
Although preferred embodiments of the present invention have been described, it is created once a person skilled in the art knows basic
Property concept, then additional changes and modifications may be made to these embodiments.So it includes excellent that the following claims are intended to be interpreted as
It selects embodiment and falls into all change and modification of the scope of the invention.
Obviously, various changes and modifications can be made to the invention without departing from essence of the invention by those skilled in the art
Mind and range.In this way, if these modifications and changes of the present invention belongs to the range of the claims in the present invention and its equivalent technologies
Within, then the present invention is also intended to include these modifications and variations.
In the description of the present invention, it is to be understood that, term " first ", " second " are used for description purposes only, and cannot
It is interpreted as indication or suggestion relative importance or implicitly indicates the quantity of indicated technical characteristic.Define as a result, " the
One ", the feature of " second " can explicitly or implicitly include one or more of the features.In the description of the present invention,
The meaning of " plurality " is two or more, unless otherwise specifically defined.
In the present invention unless specifically defined or limited otherwise, term " installation ", " connected ", " connection ", " fixation " etc.
Term shall be understood in a broad sense, for example, it may be being fixedly connected, may be a detachable connection, or integral;It can be mechanical connect
It connects, is also possible to be electrically connected;It can be directly connected, can also can be in two elements indirectly connected through an intermediary
The interaction relationship of the connection in portion or two elements.It for the ordinary skill in the art, can be according to specific feelings
Condition understands the concrete meaning of above-mentioned term in the present invention.
In the present invention unless specifically defined or limited otherwise, fisrt feature in the second feature " on " or " down " can be with
It is that the first and second features directly contact or the first and second features pass through intermediary mediate contact.Moreover, fisrt feature exists
Second feature " on ", " top " and " above " but fisrt feature be directly above or diagonally above the second feature, or be merely representative of
First feature horizontal height is higher than second feature.Fisrt feature can be under the second feature " below ", " below " and " below "
One feature is directly under or diagonally below the second feature, or is merely representative of first feature horizontal height less than second feature.
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show
The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example
Point is included at least one embodiment or example of the invention.In the present specification, schematic expression of the above terms are not
It is interpreted as that identical embodiment or example must be directed to.Moreover, particular features, structures, materials, or characteristics described
It may be combined in any suitable manner in any one or more of the embodiments or examples.In addition, without conflicting with each other, this
The technical staff in field can be by the spy of different embodiments or examples described in this specification and different embodiments or examples
Sign is combined.
Although the embodiments of the present invention has been shown and described above, it is to be understood that above-described embodiment is example
Property, it is not considered as limiting the invention, those skilled in the art within the scope of the invention can be to above-mentioned
Embodiment is changed, modifies, replacement and variant.
Claims (10)
1. a kind of construction site information managing and control system characterized by comprising
Image Acquisition terminal, described image acquisition terminal by job site personnel standard dress when image be acquired with
Generate image data set;
Personnel's typing terminal, personnel's typing terminal wait for the personal information into construction site to establish wait enter by typing
The personal information database of construction site;
Server, the server are connected with described image acquisition terminal and personnel's typing terminal respectively, the server
Including the first training unit and storage unit, first training unit instructs described image data set input neural network
Practice to obtain standard wearing identification model, the storage unit is to store the personal information data wait enter construction site
Library;
The integral type access control equipment of corresponding construction site setting, the integral type access control equipment are communicated with the server,
The integral type access control equipment includes personnel information acquisition device and device for visual identification, the personnel information acquisition device to
Acquisition is currently entering the personal information of construction site, and passes through the communication between the integral type access control equipment and the server
The personal information for being currently entering construction site is sent to the server, the device for visual identification is to acquire when advance
Enter construction site personnel dress image, and by the communication between the integral type access control equipment and the server with incite somebody to action
The personnel for being currently entering construction site dress image and are sent to the server, and the server is according to the personal information data
The personal information for being currently entering construction site is veritified in library, and by starting the standard wearing identification mould after veritifying
Type, and the personnel for being currently entering construction site wearing image is input to the standard wearing identification model to identify when advance
Whether the personnel's wearing for entering construction site standardizes.
2. information managing and control system in construction site as described in claim 1, which is characterized in that the integral type access control equipment also wraps
Include entrance guard device and warning device, wherein the server is when recognizing the personnel for being currently entering construction site wearing specification
The entrance guard device is controlled by the integral type access control equipment to lift a ban;The server is currently entering construction site recognizing
Personnel's wearing it is lack of standardization when alarmed by the integral type access control equipment control warning device.
3. information managing and control system in construction site as described in claim 1, which is characterized in that the personal information database includes
Personnel's type information, the construction site information managing and control system further include:
Identity information typing terminal, the identity information typing terminal by the identity information of the staff to key post into
Row acquisition is connected to the server described the identity information data collection to be sent to generating identity information data collection
Server, wherein the server further includes the second training unit, and second training unit is by the identity information data collection
Input neural network is trained to obtain identification model, and the integral type access control equipment further includes identity information acquisition dress
It sets, the server is current by judging after veritifying also according to personnel's type information in the personnel for being currently entering construction site
Personnel into construction site start the identification model when being the staff of key post, and pass through the integral type
Access control equipment starts the type identity information collecting device, and the type identity information collecting device is currently entering construction site for acquiring
Key post staff identity information, and pass through the communication between the integral type access control equipment and the server
The identity information for being currently entering the staff of the key post of construction site is sent to the server, so as to the clothes
Business device by the identity information for the staff for being currently entering the key post of construction site be input to the identification model with
Whether the staff that identification is currently entering the key post of construction site is me.
4. information managing and control system in construction site as claimed in claim 3, which is characterized in that the integral type access control equipment also wraps
Include entrance guard device and warning device, wherein the server is currently entering the work of the key post of construction site recognizing
Personnel dress specification and for me when is lifted a ban by the integral type access control equipment control entrance guard device;The server exists
By the integral type when recognizing the staff's wearing specification for being currently entering the key post of construction site but not being me
Access control equipment controls the warning device and alarms.
5. information managing and control system in construction site as claimed in claim 3, which is characterized in that the identity information includes face letter
Breath, finger print information, iris information or voiceprint.
6. information managing and control system in construction site according to any one of claims 1 to 5, which is characterized in that the integrated door
Prohibiting equipment further includes recording device, when the recording device enters the identification information of the personnel of construction site to record, enters
Between, image information when entering, and applied by the communication between the integral type access control equipment and the server with that will enter
The identification information of the personnel at work scene, entry time, image information when entering are sent to the server.
7. information managing and control system in construction site as claimed in claim 6, which is characterized in that when enter construction site personnel from
When opening construction site, the personnel information acquisition device also acquires the personal information of construction site to be left, and passes through described one
Communication between body formula access control equipment and the server is to be sent to the service for the personal information of construction site to be left
Device, the device for visual identification also acquire construction site to be left personnel dress image, and by with the integral type gate inhibition
Communication between equipment and the server is to be sent to the server, institute for the personnel of construction site to be left wearing image
It states server and is treated according to the personal information database and leave the personal information of construction site and veritified, and will be applied wait leave
The personnel at work scene dress image and are input to the standard wearing identification model to identify personnel's wearing of construction site to be left
Whether standardize, wherein
Personnel of the server in construction site to be left are dressed by veritifying and recognizing the personnel of construction site to be left
It is lifted a ban when specification by the integral type access control equipment;
Personnel of the server in construction site to be left do not pass through the personnel for veritifying or recognizing construction site to be left
It is alarmed when dressing lack of standardization by the integral type access control equipment.
8. information managing and control system in construction site as described in claim 1, which is characterized in that further include:
Critical construction technology acquisition terminal, the critical construction technology acquisition terminal pass through the standard operation to critical construction technology
Mode carries out Image Acquisition to generate critical process sample graph image set, and is connected to the server with by the critical process sample
This image set is sent to the server, wherein the server further includes third training unit, and the third training unit will
The critical process sample graph image set input neural network is trained to obtain the standard operation identification model of critical process;
Live video acquisition terminal, video information of the live video acquisition terminal to acquire construction site, and by with
The server is communicated so that the video information of the construction site is sent to the server, and the server will be described
Critical process image in the video information of construction site is input to the standard operation identification model of the critical process to identify
Whether the critical process of construction site standardizes, and when the critical process for recognizing construction site is lack of standardization generate warning message with
It is pushed to supervisor and project manager.
9. information managing and control system in construction site as claimed in claim 8, which is characterized in that the live video acquisition terminal pair
The supervisor is answered to be arranged, wherein when the supervisor leaves the operation area of critical process, the live video acquisition
Terminal also obtains the supervisor in the motion track of the operation area of the critical process, homework type, inspection result and work
Industry video, and the movement by the communication between the server by the supervisor in the operation area of the critical process
Track, homework type, inspection result and operation video are sent to the server.
10. information managing and control system in construction site as claimed in claim 8, which is characterized in that further include:
Live Audio, the Live Audio are communicated with the server, wherein the server is existing also according to the construction
The video information of field carries out capturing pictures frame by frame, and the picture of crawl is inputted the standard wearing identification model to identify construction
Whether staff's wearing at scene standardizes, and recognize construction site staff's wearing it is lack of standardization when by described existing
The abnormal activity of the staff of construction site is corrected in field broadcast.
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CN201811035338.5A CN109214779A (en) | 2018-09-06 | 2018-09-06 | Construction site information managing and control system |
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CN201811035338.5A CN109214779A (en) | 2018-09-06 | 2018-09-06 | Construction site information managing and control system |
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CN113435648A (en) * | 2021-06-28 | 2021-09-24 | 青岛海尔工业智能研究院有限公司 | Capacity prediction method, capacity prediction device, electronic equipment and storage medium |
CN114550331A (en) * | 2022-03-01 | 2022-05-27 | 江苏忠江智能科技有限公司 | Laboratory safety system and control method thereof |
CN116994210A (en) * | 2023-09-20 | 2023-11-03 | 中国水利水电第七工程局有限公司 | Tunnel constructor identification method, device and system |
CN116994210B (en) * | 2023-09-20 | 2023-12-22 | 中国水利水电第七工程局有限公司 | Tunnel constructor identification method, device and system |
CN118072356A (en) * | 2024-04-11 | 2024-05-24 | 克拉玛依市富城油气研究院有限公司 | Well site remote monitoring system and method based on Internet of things technology |
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