CN108229439A - A kind of artificial intelligence road health cloud computing management system and method - Google Patents
A kind of artificial intelligence road health cloud computing management system and method Download PDFInfo
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- CN108229439A CN108229439A CN201810114384.8A CN201810114384A CN108229439A CN 108229439 A CN108229439 A CN 108229439A CN 201810114384 A CN201810114384 A CN 201810114384A CN 108229439 A CN108229439 A CN 108229439A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/172—Classification, e.g. identification
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/26—Government or public services
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/62—Text, e.g. of license plates, overlay texts or captions on TV images
- G06V20/63—Scene text, e.g. street names
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/62—Text, e.g. of license plates, overlay texts or captions on TV images
- G06V20/625—License plates
Abstract
Artificial intelligence road health cloud computing management system including road administration of health server, sanitation monitoring terminal, hygienic recorder and checks public place monitoring application device；For sanitation monitoring terminal by network insertion road administration of health server, sanitation monitoring terminal receives the image of 2 18 hygienic recorders.Road administration of health server, with Baidu's AI development platforms communication, carries out the cloud computing of face, car plate and the identification of action for receiving sanitation monitoring end message；For checking that common monitoring is recorded a video to public security request, submit motor vehicle to traffic police and municipal administration and pedestrian throws away rubbish freely evidence.Hygienic recorder includes automobile data recorder, WIFI devices, 16G memory cards, 12V20AH storage batteries and transparent watertight warning box, hanging rack；Each health recorder is for 30 meters long, 15 450 wide quadratures the roads of monitoring.WIFI devices are used for and WIFI the and AP module network consistings in sanitation monitoring terminal.
Description
Technical field
The present invention relates to artificial intelligence, cloud computing, Internet of Things, RFID, smart city technical fields, and in particular to Yi Zhongren
Work Intelligent road health cloud computing management system and method.
Background technology
According to traffic department's incomplete statistics, the sanitation worker of the annual working time unusual death in China per capita thousand people with
On.That is, just there are three or five people that can be poured in work position daily.
It spits everywhere, urinate and defecate for motor vehicle and pedestrian, throw out pericarp, paper scrap and cigarette butt the like waste without care；《The city appearance of the city
With Environmental sanitation management regulations》34th article define city People's Government city appearance environment administrative department in charge of health or its
The unit of commission is in addition to ordering it to correct illegal activities, adopting remedial measures, announcement of can and dealing with emergencies and dangerous situations, fine；《Chinese people's republicanism
State's law on road traffic safety implementing regulations》62nd article of regulation, operating motor vehicles must not shed article on road.And road traffic
The 90th article of regulation of safety law, vehicle driver violate law on road traffic safety rule, regulation about as defined in road, deal with emergencies and dangerous situations
It accuses or less than 20 yuan or more 200 yuan imposes a fine.
But at present due to being thrown away rubbish freely to motor vehicle and pedestrian due to there is no relevant device to record unlawful practice, so as to foundation
Above-mentioned rule carry out button penalize, make it is illegal have no cost, be the reason of remaining incessant after repeated prohibition of throwing away rubbish freely；If checking fine by police,
Cost can be expensive, so that being difficult to realize.
Therefore, the inexpensive and convenient mode that a kind of sanitationman can bear is needed at present, it can be by sanitationman
Evidence is provided, the motor vehicle thrown away rubbish freely and pedestrian are punished by law enforcement agency, fulfill relevant laws and regulations.
Sanitationman provides video recording evidence, not yet can be immediately available as evidence, be with legal public place monitoring device
Video Document forms chain of evidence, just with legal effect, after having primary evidence, can arrive affiliated local police station of area and report a case to the security authorities, such as through checking and verify
And put on record, staff can go to recall monitoring video.
Roadway specification Plays two-way four-lane roadbed is general 26 meters wide, and every track of driveway is 3.5 ~ 3.75 meters, and two
The curb (stop in emergency band) that at least each 1.5 meters of side, at most can reach 2.5 ~ 3.5 meters of emergency stopping lane only, central partition is most
Rare 1.5 meters, remaining is both sides crash barrier, gutter.6800 square metres of roads for being approximately equal to 261 length, if remembered with driving
Every 30 meters one of instrument, each calculating in two side of road are recorded, 18 automobile data recorders can monitor whole region.
Do not have about 200 yuans of WIFI hot spot 1080P automobile data recorders (memory card containing 16G) market price of screen,
About 100 yuans, automobile data recorder input voltage 5V of the storage battery market price of 12V20AH, power 4W, 100 yuan or so
The storage battery of 12V20AH can be used 24 hours, and the mobile power of 130 yuan or so of 5V20AH can be used 10 hours, 32G RAM cards about 55
Member, about 130 yuan of 64G.
The storage in one day of one automobile data recorder at most needs 19G, and preserving 18 automobile data recorders at most needs 342 in one day
G, night picture, which can reduce storage volume requirement, practical 250 G or so, can meet 18 automobile data recorders storage needs of one day.
600 yuan of the NAS hard disks of 2T, about 700 yuan of private cloud storage server price add up to 1300 or so.
WIFI routers typically give tacit consent to the power of 28 milliwatts, the antenna of 2dbi, and 50 meters or so of radius wears 2 walls.Such as
There is deadening among fruit, WIFI signal amplifier transfer can be added.
Thus it calculates, it is two automobile data recorders to set up the minimum system of road sanitation management system that a sanitation worker is responsible for
600 yuan are needed, maximum system is that 18 automobile data recorders add 6700 yuan of private cloud storage server needs, if by sanitation worker's work
Meeting tissue batch production, Material Cost are rolled over for the 6-7 of retail price, about 4000 yuan or so of maximum system.It can also be dangerous road
Duan Caiyong road sanitation management systems.
By relevant laws and regulations, fine gained part can also share some costs on sanitation equipment.
Invention content
It is motor-driven to solve an embodiment of the present invention provides a kind of artificial intelligence road health cloud computing management system and method
The problem of vehicle and pedestrian throw away rubbish freely.
An object of the present invention is to make China as Japan, and very high public health clean-up performance is kept with low cost,
Save huge human cost and material resources cost.
Above-mentioned purpose that the invention is realized by the following technical scheme.
Artificial intelligence road health cloud computing management system, including road administration of health server, sanitation monitoring terminal, is defended
It gives birth to recorder and checks public place monitoring application device；Sanitation monitoring terminal passes through network insertion road administration of health service
Device, a sanitation monitoring terminal receive the image of 2-18 hygienic recorder.
The road administration of health server leads to Baidu AI development platforms for receiving sanitation monitoring end message
News carry out the cloud computing work of face, car plate and the identification of action；For checking that common monitoring is recorded a video to public security request, to friendship
Alert and municipal administration submits motor vehicle and pedestrian throws away rubbish freely evidence.
The sanitation monitoring terminal includes WIFI devices, NAS private clound artificial intelligence storage server, recognition of face dress
It puts, license plate recognition device and action recognition device；Image is transmitted for receiving hygienic recorder, is by action recognition device analysis
It is no to there is picture of throwing away rubbish freely, if so, face identification device and license plate recognition device is sent to identify face characteristic and license plate number
Code.The image that the hygienic recorder in be responsible for cleaning region is collected is collected and analyzed for sanitation worker；For store identification unrest
The face characteristic of the pedestrian of throw away rubbish when identifying that this pedestrian passes through next time, immediately throws away rubbish freely pedestrian picture and position
It is sent to the location to keep a public place clean sanitation worker's mobile phone, by sanitation worker's alert process.
WIFI devices include WIFI and AP modules, for WIFI the and AP module network consistings in hygienic recorder；With
In each hygienic recorder and the communication of sanitation monitoring terminal.
Face identification device includes face tracking module, when the person liable to throw away rubbish freely fails to analyze because image resolution ratio is low
When, in the image of hygienic recorder that is linked in sanitation monitoring terminal, tracking the person liable track, selection is clearly schemed
As carrying out recognition of face；For face identification device for preserving the face characteristic of pedestrian thrown away rubbish freely, identification is untreated in violation of rules and regulations
Pedestrian；Face identification device is for everybody face of identifying rows.
License plate recognition device includes motor vehicle tracking module, for when the motor vehicle thrown away rubbish freely is because image resolution ratio is low not
When can analyze, in the image of hygienic recorder linked in sanitation monitoring terminal, the motor-driven wheel paths are tracked, are chosen clearly
Image carries out Car license recognition；License plate recognition device is used to identify car plate.
Sanitation monitoring terminal will identify that picture, the number-plate number and the recognition of face of the motor vehicle thrown away rubbish freely and pedestrian are special
Sign send road administration of health server, send data by road administration of health server and checks public place monitoring application server
Nearest public place monitoring is checked in application, and acquirement throws away rubbish freely behavior when occurring, the motor vehicle thrown away rubbish freely and pedestrian's disengaging
The picture of the road forms the chain of evidence for behavior of throwing away rubbish freely to motor vehicle and pedestrian, chain of evidence is dealt into traffic police as evidence
Information illegal with municipal administration receives mailbox, and punishment and requirement are made to the motor vehicle and pedestrian thrown away rubbish freely in accordance with the law by traffic police and municipal administration
It adopts remedial measures, i.e. cleaned in situ.
The hygienic recorder includes automobile data recorder, WIFI devices, 16G memory cards, 12V20AH storage batteries and transparent
Waterproof warning box, hanging rack；Each health recorder is for 30 meters long, 15 450 wide quadratures the roads of monitoring.
WIFI devices include WIFI and AP modules, for WIFI the and AP module network consistings in sanitation monitoring terminal；
For passing through the AP modules of adjacent hygienic recorder and sanitation monitoring terminal called；Four strip antennas of WIFI devices are placed on
In the four edges of bright waterproof warning box.
For protecting automobile data recorder, positive and negative is printed on " recording a video, please don't throw away rubbish freely " transparent watertight warning box
Warn sentence.
The advantageous effect of the method for the present invention is：Artificial rubbish person liable is punished and arrive cleaned in situ, thus substantially
Degree reduces phenomenon of throwing away rubbish freely.
Description of the drawings
In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, to embodiment or will show below
There is attached drawing needed in technology description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Some embodiments of invention, for those skilled in the art, without having to pay creative labor, can be with root
Other attached drawings are obtained according to these attached drawings.
Fig. 1：Artificial intelligence road health cloud computing management system.
Specific embodiment
Below in conjunction with the attached drawing in the embodiment of the present invention, the technical solution in the embodiment of the present invention is carried out clear, complete
Site preparation describes, it is clear that described embodiment is only part of the embodiment of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, those of ordinary skill in the art are obtained every other without making creative work
Embodiment shall fall within the protection scope of the present invention.
Embodiment l artificial intelligence road health cloud computing management systems.
As shown in Figure l, artificial intelligence of embodiment of the present invention road health cloud computing management system, including road administration of health
Server, sanitation monitoring terminal, hygienic recorder and check public place monitoring application device；Sanitation monitoring terminal passes through network
Road administration of health server is accessed, a sanitation monitoring terminal receives the image of 2-18 hygienic recorder.
The road administration of health server leads to Baidu AI development platforms for receiving sanitation monitoring end message
News carry out the cloud computing work of face, car plate and the identification of action；For checking that common monitoring is recorded a video to public security request, to friendship
Alert and municipal administration submits motor vehicle and pedestrian throws away rubbish freely evidence.
The sanitation monitoring terminal includes WIFI devices, NAS private clound artificial intelligence storage server, recognition of face dress
It puts, license plate recognition device and action recognition device；Image is transmitted for receiving hygienic recorder, is by action recognition device analysis
It is no to there is picture of throwing away rubbish freely, if so, face identification device and license plate recognition device is sent to identify face characteristic and license plate number
Code.The image that the hygienic recorder in be responsible for cleaning region is collected is collected and analyzed for sanitation worker；For store identification unrest
The face characteristic of the pedestrian of throw away rubbish when identifying that this pedestrian passes through next time, immediately throws away rubbish freely pedestrian picture and position
It is sent to the location to keep a public place clean sanitation worker's mobile phone, by sanitation worker's alert process.
WIFI devices include WIFI and AP modules, for WIFI the and AP module network consistings in hygienic recorder；With
In each hygienic recorder and the communication of sanitation monitoring terminal.
Face identification device includes face tracking module, when the person liable to throw away rubbish freely fails to analyze because image resolution ratio is low
When, in the image of hygienic recorder that is linked in sanitation monitoring terminal, tracking the person liable track, selection is clearly schemed
As carrying out recognition of face；For preserving the face characteristic of pedestrian thrown away rubbish freely, the untreated pedestrian of identification violation；For identifying
Pedestrian's face.
License plate recognition device includes motor vehicle tracking module, when the motor vehicle thrown away rubbish freely fails because image resolution ratio is low point
During analysis, in the image of hygienic recorder that is linked in sanitation monitoring terminal, tracking the motor-driven wheel paths, choose clearly
Image carries out Car license recognition；For identifying car plate.
Sanitation monitoring terminal will identify that picture, the number-plate number and the recognition of face of the motor vehicle thrown away rubbish freely and pedestrian are special
Sign send road administration of health server, send data by road administration of health server and checks public place monitoring application server
Nearest public place monitoring is checked in application, and acquirement throws away rubbish freely behavior when occurring, the motor vehicle thrown away rubbish freely and pedestrian's disengaging
The picture of the road forms the chain of evidence for behavior of throwing away rubbish freely to motor vehicle and pedestrian, chain of evidence is dealt into traffic police as evidence
Information illegal with municipal administration receives mailbox, and punishment and requirement are made to the motor vehicle and pedestrian thrown away rubbish freely in accordance with the law by traffic police and municipal administration
It adopts remedial measures, i.e. cleaned in situ.
The hygienic recorder includes automobile data recorder, WIFI devices, 16G memory cards, 12V20AH storage batteries and transparent
Waterproof warning box, hanging rack；Each health recorder is for 30 meters long, 15 450 wide quadratures the roads of monitoring；
WIFI devices include WIFI and AP modules, for WIFI the and AP module network consistings in sanitation monitoring terminal；For
Pass through the AP modules of adjacent hygienic recorder and sanitation monitoring terminal called；Four strip antennas of WIFI devices are placed on transparent anti-
In the four edges of water warning box.
For protecting automobile data recorder, positive and negative is printed on " recording a video, please don't throw away rubbish freely " transparent watertight warning box
Warn sentence.
It applies specific embodiment in the present invention to be expounded the principle of the present invention and embodiment, above example
Explanation be merely used to help understand the present invention method and its core concept；Meanwhile for those of ordinary skill in the art,
Thought according to the present invention, there will be changes in specific embodiments and applications, in conclusion in this specification
Appearance should not be construed as limiting the invention.
Claims (1)
1. artificial intelligence road health cloud computing management system, which is characterized in that including road administration of health server, health prison
Control terminal, hygienic recorder and check public place monitoring application device；Sanitation monitoring terminal passes through network insertion road health
Management server, a sanitation monitoring terminal receive the image of 2-18 hygienic recorder；
The road administration of health server is communicated with Baidu AI development platforms for receiving sanitation monitoring end message, into
The cloud computing work of pedestrian's face, car plate and the identification of action；For checking that common monitoring is recorded a video to public security request, to traffic police and city
Pipe submits motor vehicle and pedestrian throws away rubbish freely evidence；
The sanitation monitoring terminal include WIFI devices, NAS private clound artificial intelligence storage server, face identification device,
License plate recognition device and action recognition device；Image is transmitted for receiving hygienic recorder, is analysed whether by action recognition device
In the presence of picture of throwing away rubbish freely, if so, face identification device and license plate recognition device is sent to identify face characteristic and the number-plate number；
The image that the hygienic recorder in be responsible for cleaning region is collected is collected and analyzed for sanitation worker；Rubbish is thrown out without care for store identification
The face characteristic of the pedestrian of rubbish when identifying that this pedestrian passes through next time, immediately sends throw away rubbish freely picture and position of pedestrian
Keep a public place clean sanitation worker's mobile phone to the location, by sanitation worker's alert process；
WIFI devices include WIFI and AP modules, for WIFI the and AP module network consistings in hygienic recorder；For each
Hygienic recorder and the communication of sanitation monitoring terminal；
Face identification device includes face tracking module, for failing to analyze because image resolution ratio is low as the person liable to throw away rubbish freely
When, in the image of hygienic recorder linked in sanitation monitoring terminal, track the person liable track, choose clearly image into
Row recognition of face；For preserving the face characteristic of pedestrian thrown away rubbish freely, the untreated pedestrian of identification violation；For identifying pedestrian
Face；
License plate recognition device includes motor vehicle tracking module, for failing when the motor vehicle that throw away rubbish freely because image resolution ratio is low point
During analysis, in the image of hygienic recorder linked in sanitation monitoring terminal, the motor-driven wheel paths are tracked, choose clearly image
Carry out Car license recognition；For identifying car plate；
Sanitation monitoring terminal will identify that picture, the number-plate number and the face recognition features of the motor vehicle thrown away rubbish freely and pedestrian send
Data by road administration of health server is sent and checks public place monitoring application server application by road administration of health server
Check nearest public place monitoring, acquirement throws away rubbish freely behavior when occurring, and the motor vehicle and pedestrian thrown away rubbish freely pass in and out the road
The picture on road forms the chain of evidence for behavior of throwing away rubbish freely to motor vehicle and pedestrian, chain of evidence is dealt into traffic police and city as evidence
It manages illegal information and receives mailbox, by traffic police and punishment is made to the motor vehicle thrown away rubbish freely and pedestrian in accordance with the law by municipal administration and requirement is taken
Remedial measure, i.e. cleaned in situ；
The hygienic recorder includes automobile data recorder, WIFI devices, 16G memory cards, 12V20AH storage batteries and transparent watertight
Warning box, hanging rack；Each health recorder is for 30 meters long, 15 450 wide quadratures the roads of monitoring；
WIFI devices include WIFI and AP modules, for WIFI the and AP module network consistings in sanitation monitoring terminal；For
Pass through the AP modules of adjacent hygienic recorder and sanitation monitoring terminal called；Four strip antennas of WIFI devices are placed on transparent anti-
In the four edges of water warning box；
For transparent watertight warning box for protecting automobile data recorder, positive and negative is printed on the warning of " recording a video, please don't throw away rubbish freely "
Sentence.
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| CN109829378A (en) * | 2018-12-28 | 2019-05-31 | 歌尔股份有限公司 | Road sheds recognition methods, device and the electronic equipment of behavior |
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| CN109711744A (en) * | 2018-12-29 | 2019-05-03 | 南京天溯自动化控制系统有限公司 | Task of keeping a public place clean automatically generates, executes evaluation method, cleaning method and device |
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| CN112149454A (en) * | 2019-06-26 | 2020-12-29 | 杭州海康威视数字技术股份有限公司 | Behavior recognition method, device and equipment |
| CN110460812A (en) * | 2019-08-07 | 2019-11-15 | 江苏万喜至工业设计有限公司 | A kind of environment protection digital acquisition terminal and system |
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