CN209328184U - A kind of swimming pool anti-drowning artificial intelligence prior-warning device based on image recognition technology - Google Patents
A kind of swimming pool anti-drowning artificial intelligence prior-warning device based on image recognition technology Download PDFInfo
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- CN209328184U CN209328184U CN201920148855.7U CN201920148855U CN209328184U CN 209328184 U CN209328184 U CN 209328184U CN 201920148855 U CN201920148855 U CN 201920148855U CN 209328184 U CN209328184 U CN 209328184U
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- swimming pool
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Abstract
The utility model discloses a kind of swimming pool anti-drowning artificial intelligence prior-warning device based on image recognition technology, its structure includes fixing seat, waterproof frame, water-proof cable, fixing head, camera, waterproof cover, counnter attack optical thin film, circuit board, central processing unit and wireless module, a kind of swimming pool anti-drowning artificial intelligence prior-warning device based on image recognition technology of the utility model, its advantage is, the device can be autonomous judgement drown situation, and carry out early warning, wherein image recognition uses, introduce the library image recognition OpenCV and the Python program language of artificial intelligence, plurality of pictures is obtained by the pumping frame to video certain frequency and carries out HSV format analysis processing, utilize the head portrait of Hough circular function identification swimming pool middle reaches swimmer, pass through the function of state of Continuous plus head portrait, judge that swimmer whether there is drowned situation , and early warning finally is carried out to possible drowning incident, it is possible to reduce erroneous judgement is improved to drowned accuracy of identification, so that early warning in time, prevents the generation of drowning incident.
Description
Technical field
The utility model is a kind of swimming pool anti-drowning artificial intelligence prior-warning device based on image recognition technology, belongs to anti-drown
Water artificial intelligence prior-warning device technical field.
Background technique
On August 5th, 2018, Beijing twin sister play missing at Qingdao sandy beach, cause huge society's repercussion, most
Afterwards, it is determined as being drowned in seawater wrecked, estimates according to according to the World Health Organization (WHO), about 380,000 people of the annual whole world dies of unintentional
Drowned, drowned accident not only causes huge loss to state and society, even more causes to give a heavy blow to family, this project benefit
With image recognition technology, an artificial intelligent early-warning system is devised, it is therefore intended that the safety officer of natatorium is helped to find
It is not easy the drowning incident being found in swimming pool, drowning person is succoured in the drowned first time occurred, in tradition
Natatorium, lifeguard visual identity drowning person has identification difficulty, it is generally recognized that drowning person can raise a cry when drowned, struggle,
Brandish arm, in the known integrated circuit it is a fact that drowning person is in shock state mostly, loses consciousness, and will not issue any calling for help information, existing to be based on
The swimming pool anti-drowning artificial intelligence prior-warning device rate of false alarm of image recognition technology is higher, and finds to take rescue after drowning, this is just
Delay optimal sue and labour the time.
Summary of the invention
In view of the deficienciess of the prior art, the utility model aim is to provide a kind of swimming pool based on image recognition technology
Anti- artificial intelligent early-warning device of drowning effectively is avoided delay with solving the problems, such as that existing swimming pool anti-drowning device rate of false alarm is high
Most preferably sue and labour the time.
To achieve the goals above, the utility model is achieved through the following technical solutions: a kind of known based on image
The swimming pool anti-drowning artificial intelligence prior-warning device of other technology, structure include fixing seat, waterproof frame, water-proof cable, fixing head, take the photograph
As head, waterproof cover, control button, fixed block, counnter attack optical thin film, circuit board, central processing unit and wireless module, the waterproof frame
It is fixedly connected with fixed block rear end, the fixed block is sequentially connected by shaft and fixing seat inner upper end, described
Waterproof frame right end is provided with water-proof cable, and the fixing head is located at waterproof frame left end, and fixing head and waterproof frame left end carry out
It is fixedly connected, the fixing head left end is internally provided with camera, and the camera left end is equipped with waterproof cover, and the control is pressed
Button is installed on the upside of waterproof back end of frame, and the waterproof cover inner upper end is provided with counnter attack optical thin film, and the circuit board is located at waterproof
Frame interior lower end, and circuit board is locked by hexagon socket head cap screw and waterproof frame interior lower end, the central processing
Device is fixedly connected with circuit front edge of board upper left side, and the wireless module is installed on the left of circuit front edge of board, the waterproof frame
Upper end is provided with more than two control buttons, and circuit front edge of board lower right side is provided with first port, second port, third
Port and the 4th port, the control button pass through second port, third port and the 4th port and camera, wireless mould respectively
Block and water-proof cable electrical connection, the control button, camera, wireless module and water-proof cable pass through first port, second end
Mouth, third port and the 4th port are electrically connected with central processing unit.
Further, the fixation hole there are four cylindrical shape is arranged in the circuit board upper end altogether, and fixation hole is along circuit
Front edge of board quadrangle is uniformly distributed, and conducive to playing the role of that circuit board is fixed, and keeps fixation more firm.
Further, the fixing head upper end is provided in inverted triangle shape non-slipping block, and non-slipping block is along fixing head appearance
Face is uniformly distributed, and conducive to playing the role of rotating fixing head, and is played anti-skidding.
Further, there are two the fixed block is arranged altogether, and fixed block is in symmetrical at left and right sides of waterproof back end of frame
Shape distribution, conducive to playing the role of that support is fixed to waterproof frame.
Further, the fixing seat lower end is provided with mounting groove in a curved state, and there are two mounting groove is arranged altogether,
Conducive to playing the role of that fixing seat is fixed, and keep fixing seat fixation more firm.
Further, the control button upper end is provided with waterproof jacket, carries out waterproof to control button conducive to playing
Effect.
Further, the counnter attack optical thin film be in cylindrical shape, and counnter attack optical thin film with a thickness of 3mm, conducive to playing
Reducing water-reflected and illumination bring influences, and improves video image image quality, facilitates the effect of image procossing.
Further, waterproof buzzer is provided on the downside of the waterproof back end of frame, and waterproof buzzer passes through the 5th end
Mouth is electrically connected with central processing unit, conducive to playing the role of carrying out alarm to lifeguard.
Further, the wireless module is ESP-12F series, and data transfer rate is fast, and long service life.
Further, the fixing seat is carbonization Steel material, and hardness is high, and corrosion resistance is strong.
A kind of swimming pool anti-drowning artificial intelligence prior-warning device based on image recognition technology of the utility model, advantage
For, the drowned situation of the judgement which can be autonomous, and early warning is carried out, wherein image recognition uses, and introduces artificial intelligence
The library image recognition OpenCV and Python program language obtain plurality of pictures by the pumping frame to video certain frequency and carry out
HSV format analysis processing, using the head portrait of Hough circular function identification swimming pool middle reaches swimmer, by the function of state of Continuous plus head portrait,
Judge that swimmer whether there is drowned situation, and early warning finally is carried out to possible drowning incident, it is possible to reduce erroneous judgement improves
To drowned accuracy of identification, so that early warning in time, prevents the generation of drowning incident.
Detailed description of the invention
Upon reading the detailed description of non-limiting embodiments with reference to the following drawings, other spies of the utility model
Sign, objects and advantages will become more apparent upon:
Fig. 1 is the structural schematic diagram of the utility model；
Fig. 2 is the swimming pool anti-drowning artificial intelligence prior-warning device backsight structure based on image recognition technology of the utility model
Schematic diagram；
Fig. 3 is the camera schematic diagram of internal structure of the utility model；
Fig. 4 is the waterproof frame schematic diagram of internal structure of the utility model；
Fig. 5 is the circuit connection diagram of the utility model.
In figure: fixing seat -1, waterproof frame -2, water-proof cable -3, fixing head -4, camera -5, waterproof cover -6, control are pressed
Button -7, fixed block -8, counnter attack optical thin film -9, circuit board -10, central processing unit -11, wireless module -12, first port -13,
Two-port netwerk -14, third port -15, the 4th port -16, waterproof buzzer -17, fifth port -18.
Specific embodiment
To be easy to understand the technical means, creative features, achievement of purpose, and effectiveness of the utility model, below
In conjunction with specific embodiment, the utility model is further described.
Fig. 1, Fig. 2, Fig. 3, Fig. 4 and Fig. 5 are please referred to, it is anti-that the utility model provides a kind of swimming pool based on image recognition technology
Drown artificial intelligent early-warning device: its structure includes fixing seat 1, waterproof frame 2, water-proof cable 3, fixing head 4, camera 5, waterproof
Cover 6, control button 7, fixed block 8, counnter attack optical thin film 9, circuit board 10, central processing unit 11 and wireless module 12, waterproof frame 2 with
8 rear end of fixed block is fixedly connected, and fixed block 8 is sequentially connected by shaft and 1 inner upper end of fixing seat, waterproof frame 2
Right end is provided with water-proof cable 3, and fixing head 4 is located at 2 left end of waterproof frame, and company is fixed in fixing head 4 and 2 left end of waterproof frame
It connects, 4 left end of fixing head is internally provided with camera 5, and 5 left end of camera is equipped with waterproof cover 6, and control button 7 is installed on waterproof
2 rear upper side of frame, 6 inner upper end of waterproof cover are provided with counnter attack optical thin film 9, and circuit board 10 is located at 2 interior lower end of waterproof frame, and
Circuit board 10 is locked by hexagon socket head cap screw and 2 interior lower end of waterproof frame, before central processing unit 11 and circuit board 10
End upper left side is fixedly connected, and wireless module 12 is installed on the left of 10 front end of circuit board, the setting of 2 upper end of waterproof frame there are two with
On control button 7, and 10 front end lower right side of circuit board is provided with first port 13, second port 14,15 and of third port
4th port 16, control button 7 pass through second port 14, third port 15 and the 4th port 16 and camera 5, wireless mould respectively
Block 12 and water-proof cable 3 are electrically connected, control button 7, camera 5, wireless module 12 and water-proof cable 3 by first port 13,
Second port 14, third port 15 and the 4th port 16 are electrically connected with central processing unit 11, and 10 upper end of circuit board is provided with four altogether
The fixation hole of a cylindrical shape, and fixation hole is uniformly distributed along 10 front end quadrangle of circuit board, conducive to play to circuit board 10 into
The fixed effect of row, and keep fixation more firm, 4 upper end of fixing head is provided in inverted triangle shape non-slipping block, and non-slipping block edge
4 outer surface of fixing head is uniformly distributed, and conducive to playing the role of rotating fixing head 4, and plays anti-skidding, fixed block
There are two 8 total settings, and fixed block 8 is distributed at left and right sides of 2 rear end of waterproof frame in symmetry shape, conducive to playing to waterproof frame 2
It is fixed the effect of support, 1 lower end of fixing seat is provided with mounting groove in a curved state, and there are two mounting groove is arranged altogether,
Conducive to playing the role of that fixing seat 1 is fixed, and keep the fixation of fixing seat 1 more firm, the setting setting of 7 upper end of control button
There is waterproof jacket, conducive to playing the role of carrying out waterproof to control button 7, counnter attack optical thin film 9 is in cylindrical shape, and reflection-proof is thin
Film 9 improves video image image quality, facilitates figure with a thickness of 3mm conducive to reduction water-reflected and the influence of illumination bring is played
As the effect of processing, waterproof buzzer 17 is provided on the downside of 2 rear end of waterproof frame, and waterproof buzzer 17 passes through fifth port 18
It is electrically connected with central processing unit 11, conducive to playing the role of carrying out lifeguard alarm, wireless module 12 is ESP-12F series,
Data transfer rate is fast, and long service life, and fixing seat 1 is carbonization Steel material, and hardness is high, and corrosion resistance is strong.
Wireless module 12 described in this patent is the modular product of digital data radio station (Digital radio), is referred to
By the high-performance expert data transmission radio station module that DSP technology and radio technology are realized, wireless module is extended to very much
System in, the switching value io equipment of Industry Control, 485 radio transmission apparatus dw-m1, analog acquisition and control equipment, from
Add wireless modem using earliest key code, telegram, analog radio module, develop to current digital radio station module and
DSP, software radio；Signal is transmitted also from code, low speed data (300~1200bps) to high-speed data；The central processing
Device 11 is one piece of ultra-large integrated circuit, is the arithmetic core (Core) and control core (Control of a computer
Unit), its function is mainly the data in interpretive machine instruction and processing computer software.
When user wants using this patent, before use, the swimming pool based on image recognition technology is prevented first excessive
Water artificial intelligence prior-warning device is horizontally arranged, and is attached followed by water-proof cable 3 with computer equipment, next
By computer to being programmed processing inside central processing unit 11, and add the upper library OpenCV, Python program language and
The program languages such as Hough circular function；When in use, fixing seat 1 is fixed on swimming pool upper end by hexagon socket head cap screw by the first step
On the open position of sight, the swimming pool anti-drowning artificial intelligence prior-warning device based on image recognition technology is fixed；Second
Step is driven waterproof frame 2 in 1 upper end of fixing seat by fixed block 8 by stirring waterproof frame 2, can be to camera 5
Angle is adjusted, and presses control button 7, starts the swimming pool anti-drowning artificial intelligence early warning dress based on image recognition technology
It sets；Camera 5 works, and records to the personnel that swim in swimming pool, and transferred data to by second port 14
Inside central processing unit 11, central processing unit 11 carries out video frame is taken to handle first, passes through the library OpenCV and Python program
Language extracts processing to character image, extracts face white light followed by HSV format analysis processing, then carries out ash to image
Angle value processing then carries out Hough circular function and searches profile, then stored by Npy format, using data, followed by same
The analysis of one people's algorithm, and analyzed using drowned algorithm, drowned algorithm is that a people occurs one minute or more without going out in water
Existing above the fold variation, it is possible to it is drowned, it contrasts the circle in two pictures and then judges the moving distance of same circle,
When being less than alarm threshold, central processing unit 11 controls waterproof buzzer 17 by fifth port 18 and gives a warning, and prompts swimming pool peace
Crew；Wherein counnter attack optical thin film 9, which plays, reduces water-reflected and the influence of illumination bring, improves video image image quality, convenient
The effect of image procossing, waterproof cover 6 play the role of carrying out camera 5 waterproof, and last wireless module 12 will be by will wirelessly examine
The data transmission of survey carries out storage backup to total computer upper end.
The basic principles and main features of the present invention and the advantages of the present invention have been shown and described above, for
For those skilled in the art, it is clear that the present invention is not limited to the details of the above exemplary embodiments, and without departing substantially from this
In the case where the spirit or essential attributes of utility model, the utility model can be realized in other specific forms.Therefore, no matter
From the point of view of which point, the present embodiments are to be considered as illustrative and not restrictive, and the scope of the utility model is by institute
Attached claim rather than above description limit, it is intended that will fall within the meaning and scope of the equivalent elements of the claims
All changes are embraced therein.It should not treat any reference in the claims as limiting related right
It is required that.
In addition, it should be understood that although this specification is described in terms of embodiments, but not each embodiment is only wrapped
Containing an independent technical solution, this description of the specification is merely for the sake of clarity, and those skilled in the art should
It considers the specification as a whole, the technical solutions in the various embodiments may also be suitably combined, forms those skilled in the art
The other embodiments being understood that.
Claims (8)
1. a kind of swimming pool anti-drowning artificial intelligence prior-warning device based on image recognition technology, which is characterized in that its structure includes
Fixing seat (1), water-proof cable (3), fixing head (4), camera (5), waterproof cover (6), control button (7), is consolidated waterproof frame (2)
Determine block (8), counnter attack optical thin film (9), circuit board (10), central processing unit (11) and wireless module (12), the waterproof frame (2) with
Fixed block (8) rear end is fixedly connected, and the fixed block (8) carries out transmission company by shaft and fixing seat (1) inner upper end
It connects, waterproof frame (2) right end is provided with water-proof cable (3), and the fixing head (4) is located at waterproof frame (2) left end, and fixed
Head (4) is fixedly connected with waterproof frame (2) left end, and fixing head (4) left end is internally provided with camera (5), described to take the photograph
Picture head (5) left end is equipped with waterproof cover (6), and the control button (7) is installed on waterproof frame (2) rear upper side, the waterproof cover
(6) inner upper end is provided with counnter attack optical thin film (9), and the circuit board (10) is located at waterproof frame (2) interior lower end, and circuit board
(10) it is locked by hexagon socket head cap screw and waterproof frame (2) interior lower end, the central processing unit (11) and circuit board
(10) front end upper left side is fixedly connected, and the wireless module (12) is installed on the left of circuit board (10) front end, the waterproof
Frame (2) upper end is provided with more than two control buttons (7), and circuit board (10) front end lower right side is provided with first port
(13), second port (14), third port (15) and the 4th port (16), the control button (7) pass through second port respectively
(14), third port (15) and the 4th port (16) are electrically connected with camera (5), wireless module (12) and water-proof cable (3), institute
It states control button (7), camera (5), wireless module (12) and water-proof cable (3) and passes through first port (13), second port
(14), third port (15) and the 4th port (16) are electrically connected with central processing unit (11).
2. a kind of swimming pool anti-drowning artificial intelligence prior-warning device based on image recognition technology according to claim 1,
Be characterized in that: the fixation hole there are four cylindrical shape is arranged in circuit board (10) upper end altogether, and fixation hole is along circuit board
(10) front end quadrangle is uniformly distributed.
3. a kind of swimming pool anti-drowning artificial intelligence prior-warning device based on image recognition technology according to claim 1,
Be characterized in that: fixing head (4) upper end is provided in inverted triangle shape non-slipping block, and non-slipping block is along fixing head (4) outer surface
It is uniformly distributed.
4. a kind of swimming pool anti-drowning artificial intelligence prior-warning device based on image recognition technology according to claim 1,
Be characterized in that: there are two the fixed block (8) is arranged altogether, and fixed block (8) is in symmetrical at left and right sides of waterproof frame (2) rear end
Shape distribution.
5. a kind of swimming pool anti-drowning artificial intelligence prior-warning device based on image recognition technology according to claim 1,
Be characterized in that: fixing seat (1) lower end is provided with mounting groove in a curved state, and there are two mounting groove is arranged altogether.
6. a kind of swimming pool anti-drowning artificial intelligence prior-warning device based on image recognition technology according to claim 1,
Be characterized in that: control button (7) upper end is provided with waterproof jacket.
7. a kind of swimming pool anti-drowning artificial intelligence prior-warning device based on image recognition technology according to claim 1,
Be characterized in that: the counnter attack optical thin film (9) be in cylindrical shape, and counnter attack optical thin film (9) with a thickness of 3mm.
8. a kind of swimming pool anti-drowning artificial intelligence prior-warning device based on image recognition technology according to claim 1,
It is characterized in that: being provided with waterproof buzzer (17) on the downside of waterproof frame (2) rear end, and waterproof buzzer (17) passes through the 5th
Port (18) is electrically connected with central processing unit (11).
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201920148855.7U CN209328184U (en) | 2019-01-29 | 2019-01-29 | A kind of swimming pool anti-drowning artificial intelligence prior-warning device based on image recognition technology |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201920148855.7U CN209328184U (en) | 2019-01-29 | 2019-01-29 | A kind of swimming pool anti-drowning artificial intelligence prior-warning device based on image recognition technology |
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112309078A (en) * | 2020-10-15 | 2021-02-02 | 泰州市出彩网络科技有限公司 | State detection platform based on local area network communication |
| CN112489371A (en) * | 2020-11-26 | 2021-03-12 | 上海天健体育科技发展有限公司 | Swimming pool drowning prevention early warning system based on computer vision |
| CN112949502A (en) * | 2021-03-05 | 2021-06-11 | 浙江大华技术股份有限公司 | Method and system for detecting looking around of swimming pool safety personnel and electronic device |
-
2019
- 2019-01-29 CN CN201920148855.7U patent/CN209328184U/en not_active Expired - Fee Related
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112309078A (en) * | 2020-10-15 | 2021-02-02 | 泰州市出彩网络科技有限公司 | State detection platform based on local area network communication |
| CN112489371A (en) * | 2020-11-26 | 2021-03-12 | 上海天健体育科技发展有限公司 | Swimming pool drowning prevention early warning system based on computer vision |
| CN112489371B (en) * | 2020-11-26 | 2022-09-13 | 上海天健体育科技发展有限公司 | Swimming pool drowning prevention early warning system based on computer vision |
| CN112949502A (en) * | 2021-03-05 | 2021-06-11 | 浙江大华技术股份有限公司 | Method and system for detecting looking around of swimming pool safety personnel and electronic device |
| CN112949502B (en) * | 2021-03-05 | 2024-03-29 | 浙江大华技术股份有限公司 | Method, system and electronic device for detecting swimming pool safety officer looking around |
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Granted publication date: 20190830 Termination date: 20200129 |