CN116664206A - Big data information statistics system and terminal equipment thereof - Google Patents

Big data information statistics system and terminal equipment thereof Download PDF

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Publication number
CN116664206A
CN116664206A CN202310410098.7A CN202310410098A CN116664206A CN 116664206 A CN116664206 A CN 116664206A CN 202310410098 A CN202310410098 A CN 202310410098A CN 116664206 A CN116664206 A CN 116664206A
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China
Prior art keywords
big data
equipment
data information
fixedly connected
camera base
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Pending
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CN202310410098.7A
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Chinese (zh)
Inventor
刘玉
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Nanjing Weiershimei Intelligent Technology Co ltd
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Nanjing Weiershimei Intelligent Technology Co ltd
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Priority to CN202310410098.7A priority Critical patent/CN116664206A/en
Publication of CN116664206A publication Critical patent/CN116664206A/en
Pending legal-status Critical Current

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    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F16ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
    • F16MFRAMES, CASINGS OR BEDS OF ENGINES, MACHINES OR APPARATUS, NOT SPECIFIC TO ENGINES, MACHINES OR APPARATUS PROVIDED FOR ELSEWHERE; STANDS; SUPPORTS
    • F16M11/00Stands or trestles as supports for apparatus or articles placed thereon ; Stands for scientific apparatus such as gravitational force meters
    • F16M11/02Heads
    • F16M11/04Means for attachment of apparatus; Means allowing adjustment of the apparatus relatively to the stand
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • G06Q30/0241Advertisements
    • G06Q30/0272Period of advertisement exposure
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/50Context or environment of the image
    • G06V20/52Surveillance or monitoring of activities, e.g. for recognising suspicious objects
    • G06V20/53Recognition of crowd images, e.g. recognition of crowd congestion
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • G06V40/172Classification, e.g. identification
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D10/00Energy efficient computing, e.g. low power processors, power management or thermal management

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Business, Economics & Management (AREA)
  • Physics & Mathematics (AREA)
  • Development Economics (AREA)
  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • Multimedia (AREA)
  • Strategic Management (AREA)
  • General Engineering & Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • Marketing (AREA)
  • General Business, Economics & Management (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Economics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Human Computer Interaction (AREA)
  • Game Theory and Decision Science (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The application discloses a big data information statistical system and terminal equipment thereof, and relates to the field of big data systems. The application uses the advertisement display equipment to build and assemble on site, and after the equipment is assembled, the camera component is used for carrying out face recognition and people flow detection on the front end of the advertisement equipment, and the residence time of people and the residence number of people per day before the advertisement display equipment are recorded. The application is convenient to operate and maintain in the follow-up process when being assembled on site, the personnel information collection of the advertisement display position of the whole equipment is realized through the camera arranged in the camera base, on one hand, the personnel flow information is collected through face recognition, on the other hand, the personnel residence time is collected through face recognition, the residence time of the unit personnel and the total watching flow in the display process are calculated by combining the two groups of data, and the data are counted and uploaded to a big data system.

Description

Big data information statistics system and terminal equipment thereof
Technical Field
The application relates to the technical field of big data systems, in particular to a big data information statistical system and terminal equipment thereof.
Background
In advertisement design, the attractiveness of advertisements of different designs to personnel is different, and good advertisements can better publicize products, so that the advertisement belongs to the scientific and technological information society at present, and the advertisement is usually displayed on site by adopting special display screen equipment.
However, in the prior art, although the advertisement can be displayed, the information such as the display effect of different types of advertisements on site, the attraction of the advertisement to personnel, the display effect and the like is inconvenient to know, and a method for sampling investigation or on-site personnel observation and recording is needed.
Disclosure of Invention
(one) solving the technical problems
Aiming at the defects of the prior art, the application provides a big data information statistical system and terminal equipment thereof, which solve the problems that in the prior art, although advertisements can be displayed, the display effect of different types of advertisements on site is inconvenient to know, the advertisements are attractive to personnel, the display effect and other information, and a sampling investigation or on-site personnel observation and recording method is needed, so that the method is time-consuming and labor-consuming, and the display effect of advertisement equipment cannot be measured by adopting data.
(II) technical scheme
In order to achieve the above purpose, the application is realized by the following technical scheme: a big data information statistics system, comprising:
s1: building and assembling on site by using advertisement display equipment;
s2: after equipment is assembled, the camera component is utilized to carry out face recognition and people flow detection on the front end of the advertising equipment;
s3: recording personnel residence time and the number of personnel residence per day before the advertisement display equipment;
s4: generating a table inside the microcomputer and storing the table in an internal storage device;
s5: the statistical information is sent to the server host through a wireless transmitter in the microcomputer;
s6: the information is consolidated in a large database system by the server host.
The utility model provides a big data information statistics terminal equipment, includes advertising equipment frame, advertising equipment frame fixes subaerial, be equipped with advertisement display device on the advertising equipment frame, advertising equipment frame's top is equipped with roof and hang plate, be connected with microcomputer main part on the roof, be equipped with the locating plate on the microcomputer main part, be equipped with the brace table on the hang plate, be equipped with locking mechanism on the brace table, the inside movable joint of brace table and locating plate has the camera base, locking mechanism is used for fixing the camera base, the camera base passes through the cable and is connected with microcomputer main part.
Preferably, the locking mechanism comprises a guide rail rod, the guide rail rod is fixedly connected to the supporting table, a sliding table is slidably connected to the guide rail rod, a locking rod is fixedly connected to the sliding table, a locking hole is formed in the camera base, and the locking rod is movably clamped in the locking hole.
Preferably, the guide rail rod is fixedly connected with a baffle, the baffle is connected with a screw rod in a threaded manner, one end of the screw rod is rotationally connected with the sliding table, and the other end of the screw rod is fixedly connected with a rotating handle.
Preferably, the inside of camera base is equipped with wide angle camera, fixedly connected with screens board on the camera base, screens board and locating plate laminating.
Preferably, the side wall of the microcomputer main body is fixedly connected with a limit sleeve, the top plate is fixedly connected with a positioning column, and the positioning column is movably clamped in the limit sleeve.
Preferably, a protection plate is arranged at the top of the microcomputer main body.
Preferably, the guard plate is fixedly connected with a side plate, the side plate is fixedly connected with a lantern ring, and the lantern ring is movably sleeved on the positioning column.
The application discloses a big data information statistical system and terminal equipment thereof, which have the following beneficial effects:
1. this big data information statistical system, when carrying out on-the-spot equipment, convenient operation, and follow-up also be convenient for maintain, realize carrying out personnel information acquisition to the advertisement show position of whole equipment through the built-in camera of camera base, on the one hand gather personnel flow information through face identification, on the other hand gather personnel dwell time at every turn through facial recognition, the above-mentioned two sets of data calculate the unit personnel dwell time in the show process and total flow of watching, and then statistics data and upload to big data system, through multiple advertisement show mode and long-time data statistics, calculate the advertisement design kind that attracts personnel to watch more, thereby measure advertisement display effect through big data information, promote advertisement trade technical development.
2. This big data information statistical system, the guard plate of setting can be realized providing the protection to microcomputer main part, the lantern ring of setting cup joints on the reference column and realizes the spacing to the guard plate, consequently, fixed back to microcomputer main part can be realized to guard plate position fixing, and locking mechanism's setting, after fixed to the camera base, can carry out fixed in position to microcomputer main part, consequently, when fixed with the camera base, can realize microcomputer main part and guard plate and then fixed in position in step for the whole equipment process operation of device is simple convenient, labour saving and time saving.
3. This big data information statistical system, the locking mechanism overall structure who sets up is simple, when carrying out the position fixation of camera base, and easy operation is convenient, and labour saving and time saving utilizes the locking lever joint can realize the chucking spacing to the camera base in the locking downthehole, and the cooperation of stop collar and the reference column that sets up is realized providing the installation location to microcomputer main part, guarantees when installing fixedly to microcomputer main part, directly counterpointing, and the convenience is follow-up is fixed to the installation of camera base.
Drawings
In order to more clearly illustrate the embodiments of the application or the technical solutions in the prior art, the drawings that are required in the embodiments or the description of the prior art will be briefly described, it being obvious that the drawings in the following description are only some embodiments of the application, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a schematic diagram of a system according to the present application;
FIG. 2 is a schematic diagram of the structure of an advertising device frame of the present application;
FIG. 3 is a schematic view showing the installation of a microcomputer body according to the present application;
FIG. 4 is a schematic view of a camera base according to the present application;
FIG. 5 is a schematic exploded view of the microcomputer body according to the present application;
fig. 6 is a schematic structural view of the locking mechanism of the present application.
In the figure: 1. s1: building and assembling on site by using advertisement display equipment; 2. s2: after equipment is assembled, the camera component is utilized to carry out face recognition and people flow detection on the front end of the advertising equipment; 3. s3: recording personnel residence time and the number of personnel residence per day before the advertisement display equipment; 4. s4: generating a table inside the microcomputer and storing the table in an internal storage device; 5. s5: the statistical information is sent to the server host through a wireless transmitter in the microcomputer; 6. s6: the information is arranged in a large database system through a server host; 7. an advertising device frame; 701. an advertisement display device; 702. a top plate; 7021. positioning columns; 703. an inclined plate; 8. a microcomputer main body; 801. a limit sleeve; 802. a positioning plate; 9. a support table; 10. a locking mechanism; 1001. a guide rail rod; 1002. a sliding table; 1003. a locking lever; 1004. a baffle; 1005. a screw rod; 1006. rotating the handle; 11. a camera base; 1101. a clamping plate; 1102. a locking hole; 12. a wide angle camera; 13. a protection plate; 1301. a side plate; 1302. a collar.
Detailed Description
For the purpose of making the objects, technical solutions and advantages of the embodiments of the present application more clear, the technical solutions in the embodiments of the present application are clearly and completely described, and it is obvious that the described embodiments are some embodiments of the present application, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the application without making any inventive effort, are intended to be within the scope of the application.
The embodiment of the application solves the problems that in the prior art, although advertisements can be displayed, the display effect of different types of advertisements on site, the attraction of the advertisements to personnel, the display effect and other information are inconvenient to know, and a sampling investigation or on-site personnel observation and recording method is needed, so that the method is time-consuming and labor-consuming, and the display effect of advertisement equipment cannot be measured by adopting data.
In order to better understand the above technical solutions, the following detailed description will refer to the accompanying drawings and specific embodiments.
Embodiment 1,
The embodiment of the application discloses a big data information statistical system, which is shown in the accompanying drawings 1-6 and comprises the following steps:
s1: building and assembling 1 on site using an advertising display device;
s2: after equipment is assembled, the camera component is utilized to carry out face recognition and people flow detection 2 on the front end of the advertising equipment;
s3: recording personnel residence time and the number of personnel residence per day 3 before the advertisement display equipment;
s4: generating a table inside the microcomputer and storing it in an internal storage device 4;
s5: the statistical information is sent to a server host computer through a wireless transmitter in the microcomputer 5;
s6: the information is consolidated 6 in a large database system by the server host.
The utility model provides a big data information statistics terminal equipment, including advertisement equipment frame 7, advertisement equipment frame 7 is fixed subaerial, be equipped with advertisement display device 701 on the advertisement equipment frame 7, the top of advertisement equipment frame 7 is equipped with roof 702 and hang plate 703, be connected with microcomputer main part 8 on the roof 702, be equipped with locating plate 802 on the microcomputer main part 8, be equipped with supporting bench 9 on the hang plate 703, be equipped with locking mechanism 10 on the supporting bench 9, the inside activity joint of supporting bench 9 and locating plate 802 has camera base 11, locking mechanism 10 is used for fixing camera base 11, camera base 11 passes through the cable and is connected with microcomputer main part 8, the hang plate 703 that sets up is convenient to realize when installing fixedly to camera base 11, inclination has, thereby direct alignment personnel observation area, carry out face information acquisition.
The locking mechanism 10 comprises a guide rail rod 1001, the guide rail rod 1001 is fixedly connected to the supporting table 9, a sliding table 1002 is slidably connected to the guide rail rod 1001, a locking rod 1003 is fixedly connected to the sliding table 1002, a locking hole 1102 is formed in the camera base 11, the locking rod 1003 is movably clamped in the locking hole 1102, the locking mechanism 10 is simple in integral structure, when the position of the camera base 11 is fixed, the operation is simple and convenient, time and labor are saved, and clamping limit of the camera base 11 can be achieved by means of the locking rod 1003 being clamped in the locking hole 1102.
Fixedly connected with baffle 1004 on the guide rail pole 1001, threaded connection has lead screw 1005 on the baffle 1004, and the one end and the slip table 1002 rotation of lead screw 1005 are connected, and the other end fixedly connected with of lead screw 1005 rotates handle 1006, set up on the baffle 1004 with lead screw 1005 corresponding screw hole, conveniently realize promoting slip table 1002 and locking lever 1003 whole through baffle 1004 and lead screw 1005, and then make the fixed convenience of camera base 11's position, the rotation handle 1006 that sets up conveniently realizes to lead screw 1005.
The inside of camera base 11 is equipped with wide angle camera 12, and fixedly connected with screens board 1101 on the camera base 11, screens board 1101 and locating plate 802 laminating, and wide angle camera 12 of setting has wide visual angle shooting, promotes data acquisition scope, guarantees that data acquisition is effectual, and the screens board 1101 of setting can realize providing the installation location to camera base 11.
Fixedly connected with stop collar 801 on the lateral wall of microcomputer main part 8, fixedly connected with reference column 7021 on the roof 702, reference column 7021 activity joint is in stop collar 801, and the cooperation of stop collar 801 and reference column 7021 that sets up is realized providing the installation location to microcomputer main part 8, guarantees when carrying out the installation to microcomputer main part 8 and fixes, directly counterpoints, makes things convenient for follow-up installation fixedly to camera base 11.
According to the big data information statistics system and the terminal equipment thereof, the terminal equipment is convenient to assemble on site, when the terminal equipment is assembled, firstly, the advertisement equipment frame 7 and the advertisement display equipment 701 are installed at a target position, then, the microcomputer main body 8 is clamped, the protection plate 13 is arranged on the microcomputer main body 8 before clamping, the lantern ring 1302 and the limit sleeve 801 are sleeved on the positioning column 7021, the positioning plate 802 is attached to the supporting table 9, at the moment, the camera base 11 is inserted into the supporting table 9 and the positioning plate 802, and then, the locking mechanism 10 is used for locking;
when the locking mechanism 10 is operated, the rotating handle 1006 is directly rotated, so that the rotating handle 1006 drives the screw rod 1005 to rotate, the screw rod 1005 drives the sliding table 1002 to move, the sliding table 1002 drives the locking rod 1003 to move, and the locking rod 1003 is inserted into the locking hole 1102, so that the microcomputer main body 8, the camera base 11 and the protection plate 13 are integrally installed and fixed, and the wide-angle camera 12 is positioned and installed.
The big data information statistics technology can realize people flow information statistics and calculation at the advertisement information setting position, so that corresponding advertisement effects are calculated.
This big data information statistical system and terminal equipment thereof, when carrying out on-the-spot equipment, convenient operation, and follow-up also be convenient for maintain, realize carrying out personnel information acquisition to the advertisement show position of whole equipment through the built-in camera of camera base 11, on the one hand, gather personnel flow information through face identification, on the other hand, through face identification gathering personnel dwell time at every turn, unit personnel dwell time and total viewing flow in the show process are calculated to the above-mentioned two sets of data, and then statistics data and upload to big data system, through multiple advertisement show mode and long-time data statistics, calculate the advertisement design type that more attracts personnel to watch, thereby measure advertisement bandwith effect through big data information, promote advertisement trade technical development.
Embodiment II,
The utility model provides a big data information statistics terminal equipment, including advertisement equipment frame 7, advertisement equipment frame 7 is fixed subaerial, be equipped with advertisement display device 701 on the advertisement equipment frame 7, the top of advertisement equipment frame 7 is equipped with roof 702 and hang plate 703, be connected with microcomputer main part 8 on the roof 702, be equipped with locating plate 802 on the microcomputer main part 8, be equipped with supporting bench 9 on the hang plate 703, be equipped with locking mechanism 10 on the supporting bench 9, the inside activity joint of supporting bench 9 and locating plate 802 has camera base 11, locking mechanism 10 is used for fixing camera base 11, camera base 11 passes through the cable and is connected with microcomputer main part 8, the hang plate 703 that sets up is convenient to realize when installing fixedly to camera base 11, inclination has, thereby direct alignment personnel observation area, carry out face information acquisition.
The top of microcomputer main part 8 is equipped with guard plate 13, and guard plate 13 that sets up can realize providing the protection to microcomputer main part 8.
Fixedly connected with curb plate 1301 on guard plate 13, fixedly connected with lantern ring 1302 on the curb plate 1301, lantern ring 1302 activity cup joints on reference column 7021, the lantern ring 1302 that sets up cup joints on reference column 7021 realizes spacing to guard plate 13, consequently, fixed back to microcomputer body 8 can realize fixed in position to guard plate 13, and locking mechanism 10's setting, after fixed to camera base 11, can carry out fixed in position to microcomputer body 8, therefore, when fixed with camera base 11, can realize simultaneously that is fixed to microcomputer body 8 and guard plate 13 then position, make the whole equipment process operation of device simple convenient, labour saving and time saving.
The foregoing has shown and described the basic principles and main features of the present application and the advantages of the present application. It will be understood by those skilled in the art that the present application is not limited to the embodiments described above, and that the above embodiments and descriptions are merely illustrative of the principles of the present application, and various changes and modifications may be made without departing from the spirit and scope of the application, which is defined in the appended claims. The scope of the application is defined by the appended claims and equivalents thereof.

Claims (8)

1. A big data information statistics system, comprising:
s1: building and assembling (1) on site using an advertising display device;
s2: after equipment is assembled, the camera component is utilized to carry out face recognition and people flow detection (2) of the front end of the advertising equipment;
s3: recording personnel residence time and the number of personnel residence per day (3) before the advertisement display equipment;
s4: generating a table inside the microcomputer and storing it in an internal storage device (4);
s5: sending the statistical information to a server host through a wireless transmitter inside the microcomputer (5);
s6: the information is consolidated in a large database system by the server host (6).
2. Big data information statistics terminal equipment includes advertising equipment frame (7), its characterized in that: the advertising equipment frame (7) is fixed on the ground, be equipped with advertising display equipment (701) on the advertising equipment frame (7), the top of advertising equipment frame (7) is equipped with roof (702) and hang plate (703), be connected with microcomputer main part (8) on roof (702), be equipped with locating plate (802) on microcomputer main part (8), be equipped with brace table (9) on hang plate (703), be equipped with locking mechanism (10) on brace table (9), the inside movable joint of brace table (9) and locating plate (802) has camera base (11), locking mechanism (10) are used for fixing camera base (11), camera base (11) are connected with microcomputer main part (8) through the cable.
3. A big data information statistics terminal apparatus according to claim 2, characterized in that: the locking mechanism (10) comprises a guide rail rod (1001), the guide rail rod (1001) is fixedly connected to the supporting table (9), a sliding table (1002) is slidably connected to the guide rail rod (1001), a locking rod (1003) is fixedly connected to the sliding table (1002), a locking hole (1102) is formed in the camera base (11), and the locking rod (1003) is movably clamped in the locking hole (1102).
4. A big data information statistics terminal apparatus according to claim 3, characterized in that: baffle (1004) is fixedly connected to guide rail rod (1001), screw (1005) is connected to screw thread on baffle (1004), one end and slip table (1002) of lead screw (1005) rotate to be connected, the other end fixedly connected with of lead screw (1005) rotates handle (1006).
5. A big data information statistics terminal apparatus according to claim 2, characterized in that: the inside of camera base (11) is equipped with wide angle camera (12), fixedly connected with screens board (1101) on camera base (11), screens board (1101) are laminated with locating plate (802).
6. A big data information statistics terminal apparatus according to claim 2, characterized in that: the utility model discloses a microcomputer, including microcomputer main part (8), roof (702), locating column (7021) and stop collar (801) are fixed connection on the lateral wall of microcomputer main part (8), fixedly connected with locating column (7021) on roof (702), locating column (7021) activity joint is in stop collar (801).
7. The big data information statistics terminal apparatus according to claim 6, wherein: the top of the microcomputer main body (8) is provided with a protection plate (13).
8. The big data information statistics terminal apparatus according to claim 7, wherein: the protection plate (13) is fixedly connected with a side plate (1301), the side plate (1301) is fixedly connected with a lantern ring (1302), and the lantern ring (1302) is movably sleeved on the positioning column (7021).
CN202310410098.7A 2023-04-18 2023-04-18 Big data information statistics system and terminal equipment thereof Pending CN116664206A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202310410098.7A CN116664206A (en) 2023-04-18 2023-04-18 Big data information statistics system and terminal equipment thereof

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202310410098.7A CN116664206A (en) 2023-04-18 2023-04-18 Big data information statistics system and terminal equipment thereof

Publications (1)

Publication Number Publication Date
CN116664206A true CN116664206A (en) 2023-08-29

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Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2009143564A1 (en) * 2008-05-30 2009-12-03 Advertixx Pty Ltd Advertising device and method for advertisement creation
CN102129644A (en) * 2011-03-08 2011-07-20 北京理工大学 Intelligent advertising system having functions of audience characteristic perception and counting
CN104573619A (en) * 2014-07-25 2015-04-29 北京智膜科技有限公司 Method and system for analyzing big data of intelligent advertisements based on face identification
US20150332328A1 (en) * 2014-01-15 2015-11-19 Empire Technology Development Llc Advertisement management
CN108647612A (en) * 2018-04-28 2018-10-12 成都睿码科技有限责任公司 Billboard watches flow of the people analysis system
CN109840794A (en) * 2017-11-29 2019-06-04 南京奥拓电子科技有限公司 A kind of interactive advertisement display systems based on face fuzzy recognition technology
CN210924668U (en) * 2019-07-17 2020-07-03 北京创璞科技有限公司 Advertisement putting and dynamic monitoring media system
CN111553261A (en) * 2020-04-26 2020-08-18 深圳市易平方网络科技有限公司 Advertisement effect monitoring method and system based on face recognition and intelligent terminal

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2009143564A1 (en) * 2008-05-30 2009-12-03 Advertixx Pty Ltd Advertising device and method for advertisement creation
CN102129644A (en) * 2011-03-08 2011-07-20 北京理工大学 Intelligent advertising system having functions of audience characteristic perception and counting
US20150332328A1 (en) * 2014-01-15 2015-11-19 Empire Technology Development Llc Advertisement management
CN104573619A (en) * 2014-07-25 2015-04-29 北京智膜科技有限公司 Method and system for analyzing big data of intelligent advertisements based on face identification
CN109840794A (en) * 2017-11-29 2019-06-04 南京奥拓电子科技有限公司 A kind of interactive advertisement display systems based on face fuzzy recognition technology
CN108647612A (en) * 2018-04-28 2018-10-12 成都睿码科技有限责任公司 Billboard watches flow of the people analysis system
CN210924668U (en) * 2019-07-17 2020-07-03 北京创璞科技有限公司 Advertisement putting and dynamic monitoring media system
CN111553261A (en) * 2020-04-26 2020-08-18 深圳市易平方网络科技有限公司 Advertisement effect monitoring method and system based on face recognition and intelligent terminal

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