CN109459990A - A kind of artificial intelligent control system in exhibition center and its method - Google Patents
A kind of artificial intelligent control system in exhibition center and its method Download PDFInfo
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- G05B19/00—Programme-control systems
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- G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
- G05B19/41845—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM] characterised by system universality, reconfigurability, modularity
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- G—PHYSICS
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- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
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Abstract
The invention discloses a kind of artificial intelligent control system in exhibition center and its methods, including venue access control equipment, venue monitoring device, venue air-conditioning equipment, venue lighting apparatus, venue other equipment, voice recognition unit, infrared adapter, temperature and humidity adapter, air quality detection unit, control device, programmable logic controller (PLC) and artificial intelligence central control system, artificial intelligence central control system is connected with control device, control device by cable respectively with venue access control equipment, venue monitoring device, venue air-conditioning equipment, venue lighting apparatus, venue other equipment, voice recognition unit, infrared adapter, temperature and humidity adapter, air quality detection unit is connected with programmable logic controller (PLC).The utility model has the advantages that acquiring the realtime graphic of current venue in real time according to IP Camera by the specified field in venue, then stream of people's distribution of flow of the people and each exhibition room out of the venue can be counted by the semantic segmentation and target identification function of artificial intelligence.
Description
Technical field
The present invention relates to technical field of computer information processing, it particularly relates to a kind of artificial intelligence control in exhibition center
System and method processed.
Background technique
With the raising of social economy and culture level, people are higher and higher to the intelligent requirements of various electronic equipments.Respectively
Also science and technology is intelligent increasingly therewith for class exhibition center, museum, science and technology center etc..Each there is the museum of scale, often has up to a hundred
Even more showpieces all implements real-time control to each equipment in every showpiece backstage to realize, depends merely on people and go to operate
Control, can make costs such as the human and material resources of museum etc. all greatly increase, cause many unnecessary wastes afterwards.It is based on
Above-mentioned reason, many museums begin to use control in intelligence to control in general intelligence using electricity to control the equipment in museum
Brain terminal and mobile device replace traditional switchgear, can accomplish scene or long-range control, but final control is still
Old needs are all by manually carrying out.Middle control can be allowed to become more " intelligence "? all there are many classes in many science fiction films and television programs
As artificial intelligence house keeper according to people's lives be accustomed to and instruct control equipment.Jia Weisi during steel is chivalrous, full powers control master
The luxurious house and research and development mansion of people's Tuo Nisi Plutarch, the control of various indoor equipmenies is omnipotent to automatic flight management, thinks certainly more
Oneself can also possess such intelligent steward！Now with the development of AI technology, more and more real-time detection technologies start to emerge in large numbers,
Make it possible venue equipment in control more " intelligence ".
For the problems in the relevant technologies, currently no effective solution has been proposed.
Summary of the invention
For the problems in the relevant technologies, the present invention proposes artificial intelligent control system and its method in a kind of exhibition center,
To overcome above-mentioned technical problem present in existing the relevant technologies.
For this purpose, the specific technical solution that the present invention uses is as follows:
According to an aspect of the invention, there is provided a kind of artificial intelligent control system in exhibition center, including venue gate inhibition
It is equipment, venue monitoring device, venue air-conditioning equipment, venue lighting apparatus, venue other equipment, voice recognition unit, infrared suitable
System is controlled in orchestration, temperature and humidity adapter, air quality detection unit, control device, programmable logic controller (PLC) and artificial intelligence
System, the artificial intelligence central control system includes artificial intelligence control module, artificial light intervention module, and artificial intelligence central control system is
Artificial intelligence control module, artificial light intervention module are connected with control device, and control device is distinguished by cable by cable
With the venue access control equipment, the venue monitoring device, the venue air-conditioning equipment, the venue lighting apparatus, the field
Shop other equipment, the voice recognition unit, the infrared adapter, the temperature and humidity adapter, the Detection of Air Quality
Unit, the control device are connected with programmable logic controller (PLC).
Further, the artificial intelligence central control system includes identification module, processing module and alert module, wherein institute
Stating identification module includes face recognition module, meaning of one's words segmentation object identification module and light identification module, the processing module packet
It includes central processing module, parameter storage module, device directive and executes processing center module, task execution module, the warning mould
Block includes voice cue module, warning module, instructs module.
Further, the identification module is connected by communication module one with the processing module, the processing module
It is connected by communication module two with the alert module.
Further, the venue lighting apparatus includes light sensor and lamp dimmer, the venue monitoring device
Including RGB camera and microphone.
Further, the venue access control equipment includes that recognition of face adds speech recognition module and stereo set.
According to another aspect of the present invention, a kind of Artificial Intelligence Control in exhibition center is provided, for exhibition center
The control of artificial intelligent control system, comprising the following steps:
The personal information that will go into exhibition center in advance is input to the parameter storage module；
It is compared, is judged by the information and date library that venue access control equipment identification enters personnel in exhibition center
Whether it possesses the permission by current gate inhibition, or the sound of current persons is acquired by shotgun microphone, passes through vocal print ratio
To differentiating its permission, and then open gate inhibition；
Real-time collection site data are transferred to the artificial intelligence central control system as system input；
The artificial intelligence central control system calls corresponding detection module to the picture sound of input according to requirement specified in advance
The inputs such as sound are identified, key message is extracted；
The available complete profile information of meaning of one's words segmentation object identification module, can by the classifier of pre-training
To acquire the information of each type objects under current scene by camera, monitoring center or database are returned in real time；
When the venue monitoring device detect user reach unauthorized area, give an order and given a warning to audio frequency apparatus,
Remind administrative staff；
The artificial intelligence central control system, the operation of each equipment is adjusted by the control device, and permission is greater than institute
The permission of control device is stated, adapts to all kinds of situations to be adjusted flexibly；
By the temperature and humidity adapter, the automatic adjustment venue air-conditioning equipment temperature keeps comfort temperature；
By the light identification module numerical value, the venue lighting apparatus brightness is controlled.
Further, the device directive executes processing center module and will judge whether to need to carry out accordingly after information quantization
Processing continues to monitor and be acquired if not needing, and prepares to call corresponding control device interface if necessary.
Further, the control device is installed according to the demand in exhibition center.
Further, the central processing module arrives each according to the actual demand of current venue processing artificial intelligence monitors
Kind input information, makes corresponding counter-measure and operates to the control device 10.
The invention has the benefit that controlling integrated solution in the artificial intelligence of showground in existing matured product
On increase the real-time recognition detection function of artificial intelligence, so that traditional central control system is upgraded to intelligent central control system,
And it is more than " remote controler " only.For example current venue is acquired according to IP Camera by the specified field in venue in real time
Realtime graphic, then flow of the people out of the venue and each can be counted by the semantic segmentation and target identification function of artificial intelligence
The stream of people of exhibition room is distributed, after having an input of these information, so that it may dynamically carry out to the other equipment in venue corresponding
Operation, for example the light in the region more than the stream of people is lightened, ventilation equipment are adjusted, the stream of people is few to be dimmed almost without the exhibition hall lamp light of people
Etc., can not only it not have to " hands-on ", but also can accomplish that resources science is deployed；Interaction device of many based on AI technology, such as
High-resolution IP Camera, shotgun microphone etc. are relatively common equipment, can be very convenient by normal channels
Purchase, it is only necessary to mix AI detection program can run.Precision is further increased if necessary, is in most cases only needed pair
AI detects the replacement that program carries out software view, and the integral replacing relative to hardware is more convenient flexibly, and software layer
The scalability in face is far longer than hardware view, and venue can customize different counte-rplan according to their own needs.
Detailed description of the invention
It in order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, below will be to institute in embodiment
Attached drawing to be used is needed to be briefly described, it should be apparent that, the accompanying drawings in the following description is only some implementations of the invention
Example, for those of ordinary skill in the art, without creative efforts, can also obtain according to these attached drawings
Obtain other attached drawings.
Fig. 1 is the structural schematic diagram of the artificial intelligent control system in exhibition center according to an embodiment of the present invention a kind of；
Fig. 2 is the artificial intelligence central control system of the artificial intelligent control system in exhibition center according to an embodiment of the present invention a kind of
Structural schematic diagram；
Fig. 3 is a kind of one of the flow chart of artificial intelligent control system's method in exhibition center according to an embodiment of the present invention；
Fig. 4 is the two of the flow chart of artificial intelligent control system's method in a kind of exhibition center according to an embodiment of the present invention.
In figure:
1, venue access control equipment；2, venue monitoring device；3, venue air-conditioning equipment；4, venue lighting apparatus；5, venue its
His equipment；6, voice recognition unit；7, infrared adapter；8, temperature and humidity adapter；9, air quality detection unit；10, middle control
Equipment；11, artificial intelligence central control system；12, cable；13, identification module；14, processing module；15, alert module；16, face
Identification module；17, meaning of one's words segmentation object identification module；18, light identification module；19, central processing module；20, parameter stores
Module；21, device directive executes processing center module；22, task execution module；23, voice cue module；24, warning module；
25, module is instructed；26, communication module one；27, communication module two；28, programmable logic controller (PLC)；29, artificial intelligence control mould
Block；30, artificial light intervention module.
Specific embodiment
To further illustrate that each embodiment, the present invention are provided with attached drawing, these attached drawings are that the invention discloses one of content
Point, mainly to illustrate embodiment, and the associated description of specification can be cooperated to explain the operation principles of embodiment, cooperation ginseng
Examine these contents, those of ordinary skill in the art will be understood that other possible embodiments and advantages of the present invention, in figure
Component be not necessarily to scale, and similar component symbol is conventionally used to indicate similar component.
According to an embodiment of the invention, providing artificial intelligent control system and its method in a kind of exhibition center.
Now in conjunction with the drawings and specific embodiments, the present invention is further described, as shown in Figs 1-4, implements according to the present invention
The artificial intelligent control system in the exhibition center of example and its method, including venue access control equipment 1, venue monitoring device 2, venue air-conditioning
Equipment 3, venue lighting apparatus 4, venue other equipment 5, voice recognition unit 6, infrared adapter 7, temperature and humidity adapter 8, sky
Makings amount detection unit 9, control device 10, programmable logic controller (PLC) 28 and artificial intelligence central control system 11, the artificial intelligence
Energy central control system 11 includes artificial intelligence control module 29, artificial light intervention module 30, and artificial intelligence central control system 11 is i.e. artificial
Intelligent control module 29, artificial light intervention module 30 are connected with the control device 10, and the control device 10 passes through cable
12 set with the venue access control equipment 1, the venue monitoring device 2, the venue air-conditioning equipment 3, venue illumination respectively
Standby 4, the venue other equipment 5, the voice recognition unit 6, the infrared adapter 7, the temperature and humidity adapter 8, institute
Air quality detection unit 9 is stated to be connected with programmable logic controller (PLC) 28.
Integrated solution is controlled by means of above scheme, in the artificial intelligence of showground to increase on existing matured product
Add the real-time recognition detection function of artificial intelligence, so that traditional central control system is upgraded into intelligent central control system, without
Only " remote controler " only.For example the real-time of current venue is acquired according to IP Camera by the specified field in venue in real time
Image, then flow of the people and each exhibition room out of the venue can be counted by the semantic segmentation and target identification function of artificial intelligence
Stream of people's distribution, after having an input of these information, so that it may corresponding operation dynamically is carried out to the other equipment in venue,
For example lighten the light in the region more than the stream of people, adjust ventilation equipment, the few exhibition hall lamp light almost without people of the stream of people dims etc.,
Not only it can not have to " hands-on ", but also can accomplish that resources science is deployed；Interaction device of many based on AI technology, such as high-resolution
The IP Camera of rate, shotgun microphone etc. are relatively common equipment, can very easily be bought by normal channels,
Only needing to mix AI detection program can run.Precision is further increased if necessary, in most cases AI need to only be detected
Program carries out the replacement of software view, and integral replacing relative to hardware is more convenient flexibly, and software view can
Scalability is far longer than hardware view, and venue can customize different counte-rplan according to their own needs.
In addition, including identification module 13, processing module for above-mentioned artificial intelligence central control system 11 in one embodiment
14 and alert module 15, wherein the identification module 13 includes face recognition module 16,17 and of meaning of one's words segmentation object identification module
Light identification module 18, the processing module 14 include central processing module 19, parameter storage module 20, at device directive execution
Center module 21, task execution module 22 are managed, the alert module 15 includes voice cue module 23, warning module 24, guidance
Module 25.
In addition, in one embodiment, passing through communication module 1 and the processing module for above-mentioned identification module 13
14 are connected, and the processing module 14 is connected by communication module 2 27 with the alert module 15, pass through communication module one
26 and communication module 2 27 setting so that signal is received more stable.
In addition, in one embodiment, light sensor and lamp dimmer are included for above-mentioned venue lighting apparatus 4,
The venue monitoring device 2 includes RGB camera and microphone, passes through the setting of RGB camera and microphone, it is only necessary to mix
AI detection program can be run.Precision is further increased if necessary, and it is soft in most cases only program progress need to be detected to AI
The replacement of part level, the integral replacing relative to hardware is more convenient flexibly, and the scalability of software view is much
Greater than hardware view.
In addition, in one embodiment, for above-mentioned venue access control equipment 1 include recognition of face add speech recognition module and
Stereo set.
According to an embodiment of the invention, a kind of Artificial Intelligence Control in exhibition center is provided, the people for exhibition center
The control of work intelligence control system, comprising the following steps:
Step S101, the personal information that will go into exhibition center in advance are input to the parameter storage module 20；
Step S103, by the venue access control equipment 1 identification enter the information and date library of personnel in exhibition center into
Row compares, and judges whether it possesses the permission by current gate inhibition, or the sound of current persons is acquired by shotgun microphone,
Its permission is differentiated by vocal print comparison, and then opens gate inhibition；
Step S105, real-time collection site data are transferred to the artificial intelligence central control system 11 as system input；
Step S107, the artificial intelligence central control system 11 call corresponding detection module to defeated according to requirement specified in advance
The inputs such as the picture sound entered are identified, key message is extracted；
Step S109, the available complete profile information of the meaning of one's words segmentation object identification module 17, passes through pre-training
Classifier can pass through the information that camera acquires each type objects under current scene, return to monitoring center or data in real time
Library；
Step S111, when the venue monitoring device 2 detect user reach unauthorized area, give an order to audio frequency apparatus
It gives a warning, reminds administrative staff；
Step S113, the artificial intelligence central control system 11 adjust the operation of each equipment by the control device 10,
Its permission is greater than the permission of the control device 10, adapts to all kinds of situations to be adjusted flexibly；
Step S115, by the temperature and humidity adapter 8,3 temperature of automatic adjustment venue air-conditioning equipment keeps comfortable
Temperature；
Step S117 controls 4 brightness of venue lighting apparatus by 18 numerical value of light identification module.
In addition, in one embodiment, will sentence after information quantization for above equipment instruction execution processing center module 21
It is disconnected whether to need to carry out respective handling, continue to monitor if not needing and acquire, prepares to call if necessary corresponding
Control device interface, improves work efficiency, and reduces the workload of administrative staff.
In addition, in one embodiment, being installed for above-mentioned control device 10 according to the demand in exhibition center.
In addition, in one embodiment, being handled for above-mentioned central processing module 19 according to the actual demand of current venue
The various input information that artificial intelligence monitors arrive are made corresponding counter-measure and are operated to the control device 10.
In conclusion controlling integrated solution party by means of above-mentioned technical proposal of the invention, in the artificial intelligence of showground
Case increases the real-time recognition detection function of artificial intelligence on existing matured product, so that traditional central control system be upgraded
For intelligent central control system, and it is more than " remote controler " only.Such as by the specified field in venue according to IP Camera
The realtime graphic of current venue is acquired in real time, then can be counted by the semantic segmentation and target identification function of artificial intelligence
The stream of people of the flow of the people of venue and each exhibition room distribution, after having an input of these information, so that it may dynamically in venue
Other equipment carry out corresponding operation, for example the light in the region more than the stream of people is lightened, and adjust ventilation equipment, and the stream of people is few almost not to be had
The exhibition hall lamp light of someone dims etc., can not only not have to " hands-on ", but also can accomplish resources science allotment；Many is based on AI skill
The interaction device of art, such as high-resolution IP Camera, shotgun microphone etc. is relatively common equipment, by just
Normal channel can very easily be bought, it is only necessary to which mixing AI detection program can run.Precision is further increased if necessary, greatly
Need to only the replacement that program carries out software view be detected to AI in most cases, the integral replacing relative to hardware is more convenient
Flexibly, and the scalability of software view is far longer than hardware view, and venue can customize difference according to their own needs
Counte-rplan.
In the present invention unless specifically defined or limited otherwise, term " installation ", " setting ", " connection ", " fixation ",
Terms such as " being screwed on " 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 with
It is mechanical connection, is also possible to be electrically connected；It can be directly connected, two can also be can be indirectly connected through an intermediary
The interaction relationship of connection or two elements inside a element, unless otherwise restricted clearly, for the common of this field
For technical staff, the specific meanings of the above terms in the present invention can be understood according to specific conditions.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the invention, all in essence of the invention
Within mind and principle, any modification, equivalent replacement, improvement and so on be should all be included in the protection scope of the present invention.
Claims (9)
1. a kind of artificial intelligent control system in exhibition center, which is characterized in that set including venue access control equipment (1), venue monitoring
It is standby (2), venue air-conditioning equipment (3), venue lighting apparatus (4), venue other equipment (5), voice recognition unit (6), infrared suitable
Orchestration (7), temperature and humidity adapter (8), air quality detection unit (9), control device (10), programmable logic controller (PLC) (28)
With artificial intelligence central control system (11)；The artificial intelligence central control system (11) is connected with the control device (10), described
Control device (10) by cable (12) respectively with the venue access control equipment (1), the venue monitoring device (2), the field
Shop air-conditioning equipment (3), the venue lighting apparatus (4), the venue other equipment (5), the voice recognition unit (6), institute
State infrared adapter (7), the temperature and humidity adapter (8), the air quality detection unit (9) and programmable logic controller (PLC)
(28) it is connected.
2. a kind of artificial intelligent control system in exhibition center according to claim 1, which is characterized in that the artificial intelligence
Central control system (11) includes identification module (13), processing module (14) and alert module (15), wherein the identification module (13)
Including face recognition module (16), meaning of one's words segmentation object identification module (17) and light identification module (18), the processing module
It (14) include central processing module (19), parameter storage module (20), device directive executes processing center module (21), task is held
Row module (22), the alert module (15) include voice cue module (23), warning module (24), instruct module (25).
3. a kind of artificial intelligent control system in exhibition center according to claim 2, which is characterized in that the identification module
(13) it is connected by communication module one (26) with the processing module (14), the processing module (14) passes through communication module two
(27) it is connected with the alert module (15).
4. a kind of artificial intelligent control system in exhibition center according to claim 3, which is characterized in that the venue illumination
Equipment (4) includes light sensor and lamp dimmer, and the venue monitoring device (2) includes RGB camera and microphone.
5. a kind of artificial intelligent control system in exhibition center according to claim 4, which is characterized in that the venue gate inhibition
Equipment (1) includes that recognition of face adds speech recognition module and stereo set.
6. a kind of Artificial Intelligence Control in exhibition center, which is characterized in that for the artificial of the exhibition center described in claim 5
Intelligence control system, comprising the following steps:
The personal information that will go into exhibition center in advance is input to the parameter storage module (20)；
It is compared, is judged by the information and date library that the venue access control equipment (1) identification enters personnel in exhibition center
Whether it possesses the permission by current gate inhibition, or the sound of current persons is acquired by shotgun microphone, passes through vocal print ratio
To differentiating its permission, and then open gate inhibition；
Real-time collection site data are transferred to the artificial intelligence central control system (11) as system input；
The artificial intelligence central control system (11) calls corresponding detection module to the picture sound of input according to requirement specified in advance
The inputs such as sound are identified, key message is extracted；
The available complete profile information of meaning of one's words segmentation object identification module (17), can by the classifier of pre-training
To acquire the information of each type objects under current scene by camera, Real-time Feedback is to monitoring center or database；
When the venue monitoring device (2) detect user reach unauthorized area, give an order and given a warning to audio frequency apparatus, mentioned
Wake up administrative staff；
The artificial intelligence central control system (11), the operation of each equipment is adjusted by the control device (10), and permission is big
Permission in the control device (10) adapts to all kinds of situations to be adjusted flexibly；
By the temperature and humidity adapter (8), venue air-conditioning equipment (3) temperature is automatically adjusted, keeps comfort temperature；
By light identification module (18) numerical value, venue lighting apparatus (4) brightness is controlled.
7. a kind of Artificial Intelligence Control in exhibition center according to claim 6, which is characterized in that the device directive
Executing processing center module (21) will judge whether to need to carry out respective handling after information quantization, continue to supervise if not needing
Depending on and acquisition, prepare to call corresponding control device interface if necessary.
8. a kind of Artificial Intelligence Control in exhibition center according to claim 7, which is characterized in that the control device
(10) it is installed according to the demand in exhibition center.
9. a kind of Artificial Intelligence Control in exhibition center according to claim 8, which is characterized in that the central processing
Module (19) handles the various input information that artificial intelligence monitors arrive according to the actual demand of current venue, makes corresponding reply
Measure and the control device (10) is operated.
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Cited By (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110703633A (en) * | 2019-09-02 | 2020-01-17 | 深圳市众采堂艺术空间设计有限公司 | Artificial intelligence control system of exhibition hall |
| CN110796771A (en) * | 2019-09-26 | 2020-02-14 | 广州视觉风科技有限公司 | Exhibition management system for exhibition hall |
| CN111487912A (en) * | 2020-05-12 | 2020-08-04 | 机科发展科技股份有限公司 | Central intelligent control system in venue |
| CN111916010A (en) * | 2020-02-27 | 2020-11-10 | 宁波大学 | Exhibition hall removes intelligent control system |
| CN112484734A (en) * | 2020-12-08 | 2021-03-12 | 中国矿业大学 | Feature-based extraction of adaptive neural networks and CO2Indoor personnel positioning method |
| CN112666835A (en) * | 2019-10-15 | 2021-04-16 | 新狮展(上海)展示服务有限公司 | Central control system for exhibition hall remote control |
| CN112818769A (en) * | 2021-01-19 | 2021-05-18 | 上海华野模型有限公司 | Artificial intelligence control system and method for exhibition hall |
| CN112835304A (en) * | 2019-11-25 | 2021-05-25 | 京东方科技集团股份有限公司 | Exhibition hall control method and system, control terminal, background server and central control host |
| CN112947251A (en) * | 2021-03-24 | 2021-06-11 | 武汉量卓科技有限公司 | Real-time control method for environment of digital intelligent exhibition hall and exhibition hall based on big data intelligent analysis and cloud server |
| CN113093629A (en) * | 2021-04-15 | 2021-07-09 | 吾将文化科技集团有限公司 | Artificial intelligence control system and method for exhibition hall |
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| CN112835304A (en) * | 2019-11-25 | 2021-05-25 | 京东方科技集团股份有限公司 | Exhibition hall control method and system, control terminal, background server and central control host |
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| CN114779711A (en) * | 2022-06-16 | 2022-07-22 | 深圳市中科睿科技有限公司 | Central control system of intelligent exhibition hall |
| CN117631730A (en) * | 2024-01-25 | 2024-03-01 | 中建科工集团有限公司 | Stadium energy-saving control method, device and equipment based on image dynamic identification |
| CN117631730B (en) * | 2024-01-25 | 2024-04-19 | 中建科工集团有限公司 | Stadium energy-saving control method, device and equipment based on image dynamic identification |
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