CN112183243A - Intelligent community old man monitoring method, system, device and storage medium - Google Patents

Intelligent community old man monitoring method, system, device and storage medium Download PDF

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CN112183243A
CN112183243A CN202010955829.2A CN202010955829A CN112183243A CN 112183243 A CN112183243 A CN 112183243A CN 202010955829 A CN202010955829 A CN 202010955829A CN 112183243 A CN112183243 A CN 112183243A
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old people
indoor
old
video
feedback information
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CN112183243B (en
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宋晓平
张达
陈佳杰
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Hangzhou Underground Pipeline Development Co ltd
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Hangzhou Underground Pipeline Development Co ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/40Scenes; Scene-specific elements in video content
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B15/00Systems controlled by a computer
    • G05B15/02Systems controlled by a computer electric
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/418Total 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], computer integrated manufacturing [CIM]
    • 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
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/26Government or public services
    • 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
    • G06V40/20Movements or behaviour, e.g. gesture recognition
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00Television systems
    • H04N7/18Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
    • H04N7/181Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast for receiving images from a plurality of remote sources
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00Program-control systems
    • G05B2219/20Pc systems
    • G05B2219/26Pc applications
    • G05B2219/2642Domotique, domestic, home control, automation, smart house
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/40Scenes; Scene-specific elements in video content
    • G06V20/44Event detection

Abstract

The application relates to a smart community old man monitoring method, a smart community old man monitoring system, a smart community old man monitoring device and a smart community old man monitoring storage medium, wherein the smart community old man monitoring system comprises a first camera and a plurality of second cameras, wherein the first camera and the second cameras are installed outdoors, and the smart community old man monitoring storage medium specifically comprises the following components: the server acquires an access video of the old people in real time through the first camera, and judges whether the access rule is met according to the access record of the old people indicated by the access video; if the old people's access record does not conform to the access rule, starting an indoor second camera and acquiring an indoor video; the server acquires an indoor video, identifies the indoor video, generates feedback information and displays the feedback information to community personnel; the server judges the state of the old through feedback information and sends indoor video to the child terminal. The method and the system have the effect of strengthening monitoring strength of the community to the old.

Description

Intelligent community old man monitoring method, system, device and storage medium
Technical Field
The present application relates to the field of monitoring of elderly people, and in particular, to a method, a system, a device and a storage medium for monitoring of elderly people in an intelligent community.
Background
The intelligent community is a community with a new management form based on informatization and intelligent social management and service, is a new idea of community management, and is a new mode of social management innovation under new conditions.
With the aggravation of aging and aging in China, the number of empty nesters is increased, the problem becomes a social problem which cannot be ignored, with the development of economy in China, the aging problem is increasingly prominent, and in communities, the monitoring strength of the empty nesters is insufficient, so that certain defects exist.
Disclosure of Invention
The intelligent community old man monitoring method aims to enhance monitoring strength of a community on the old man and improve safety protection of the old man.
The above object of the present application is achieved by the following technical solutions: the utility model provides a smart community old man guards method, the method is applied to a smart community old man guards system, the system includes installs in outdoor first camera and installs in indoor second camera, its characterized in that includes:
the server acquires an access video of the old people in real time through the first camera, and judges whether the access rule is met according to the access record of the old people indicated by the access video;
if the old people's access record does not conform to the access rule, starting an indoor second camera and acquiring an indoor video;
the server acquires the indoor video, identifies the indoor video, generates feedback information and displays the feedback information to community personnel;
and the server judges the state of the old through the feedback information and sends the indoor video to the child terminal.
By adopting the technical scheme, the life habits of the old people are regular, and the access habits of the old people are fixed, so that the server acquires the access video of the old people to obtain the access record of the old people, and can judge whether the access state of the old people is normal or not, thereby realizing the monitoring of the old people;
if the access record of the old people does not conform to the access rule, the indoor second camera is started, namely the condition that the access state of the old people is abnormal is the condition for starting the indoor camera, so that the monitoring of the old people is realized through indoor video, the monitoring efficiency is improved, the condition of the old people is checked through the indoor video only when the access state of the old people is abnormal, the privacy of the old people is protected, the workload of community personnel is reduced, and the efficiency is improved;
the indoor video is identified and processed to generate feedback information, the feedback information is displayed to community personnel, the community personnel are prevented from continuously watching the indoor video and deducing a conclusion from the indoor video, the workload of the community personnel is reduced, and community intelligence is further embodied;
the server judges the state of the old through feedback information, sends indoor video to children, and gives the children of the old a message at the first time to enable the children of the old to know the condition of the old;
according to the scheme, the old people are monitored through the method, when the old people come in and go out abnormally, the old people are monitored, the privacy of the old people is protected, the workload of community personnel is reduced, the efficiency is improved, the old people and children can obtain the state of the old people, and the monitoring force on empty nest old people is improved.
Preferably, the identification process includes:
obtaining a plurality of types of training samples according to the photos of the old people, wherein the plurality of types of training samples are respectively used for describing the state of the old people;
training the recognition model through the training samples of the multiple types to generate a trained recognition model;
and identifying the indoor video through the trained identification model to generate the feedback information.
By adopting the technical scheme, the server obtains training samples of multiple types, such as falling down of the old people, coma of the old people and the like, through image processing according to the old people photos obtained in advance, and then trains the recognition model through the training samples of the multiple types, and parameters are continuously adjusted to obtain the trained recognition model, so that the error probability of feedback information is reduced, the accuracy is improved, and the workload of community personnel is reduced.
Preferably, the feedback information comprises that the old falls down, the old is in coma, the old falls down in mood and the old is not in danger.
Through adopting above-mentioned technical scheme, feedback information takes place to fall down for the old man, the old man takes place to be coma, old man's mood falls, the old man does not take place danger, and the personnel of community can't directly receive the indoor video of old man promptly, have further strengthened the privacy protection of old man.
Preferably, the said conditions include at risk, at safety, at low level, characterized in that:
if the feedback information indicates that the old people fall down, the old people are judged to be in danger, and the indoor video is sent to the child terminal;
if the feedback information indicates that the old people are in coma, the old people are judged to be in danger, and the indoor video is sent to the child terminal;
if the feedback information is that the mood of the old people falls down, judging that the mood of the old people falls down, and sending the indoor video to the child terminal;
and if the feedback information indicates that the old people are not in danger, judging that the old people are safe, and not sending the indoor video to the child terminal.
By adopting the technical scheme, when the old is in danger and low mood, the indoor video is sent to the child terminal to remind the old and the children, and the old is in the state, so that the old and the children can take measures conveniently; and when the old people are safe, the indoor video does not need to be sent to the old people and children, the burden of the old people and children is reduced, and the community intelligence is improved.
Preferably, if the feedback information indicates that the old people fall down, the community personnel arrange neighbors to the homes of the old people for help;
if the feedback information indicates that the old people are in coma, arranging medical care personnel to go to the home of the old people for treatment by the community personnel;
if the feedback information is that the mood of the old is low, arranging service personnel to visit the home of the old for consolation by the community personnel;
and if the feedback information indicates that the old people are not in danger, the community personnel do not process the information.
By adopting the technical scheme, when the old falls down, community personnel arrange the neighbor to the old for help, and the neighbor is more suitable for helping because the neighbor helps more timely and does not need other professional skills for supporting the old;
when the old people are in a coma, the community personnel arrange medical care personnel to arrive at the old people for treatment, so that the old people can be treated more timely and efficiently, and the problem that the community personnel need to call the medical care personnel again after going to the home for viewing is avoided, and the waste of time is caused;
when the mood of the old falls, community personnel arrange service personnel to go to the home for asking, and the accompanying person carries out chatting, games and the like so as to improve the mood of the old;
different measures are made according to different conditions, and the intellectualization of the community is realized.
Preferably, indoor data of the old people are acquired in real time, wherein the indoor data comprise gas utilization conditions and power utilization conditions;
if the access record of the old people does not accord with the access rule, judging whether the indoor data is abnormal or not, and if the indoor data is abnormal, performing emergency processing;
if the gas consumption condition is larger than a gas volume threshold value, judging that the indoor data is abnormal, closing indoor gas of the old people, and opening a ventilation system;
and if the power utilization condition indicating voltage has a peak value, judging that the indoor data is abnormal, and turning off the indoor electric appliance of the old.
By adopting the technical scheme, when the access record of the old people does not conform to the access rule, whether indoor data are abnormal is judged, if the gas consumption condition of the old people is larger than the gas volume threshold value, indoor gas of the old people is closed, the ventilation system is opened, the risk of accidental gas poisoning or fire caused when medical care personnel enter the home of the old people is reduced, meanwhile, the effect of emergency treatment on the old people can be achieved, and the old people are prevented from continuously taking in gas;
if the power consumption condition indicates that the voltage has a peak value, the electric appliance is likely to be short-circuited for the old household appliance, the old is likely to get an electric shock, and the indoor electric appliance of the old is turned off in time at the moment, so that medical care personnel are prevented from getting into the old household to get an electric shock carelessly.
Preferably, the average value of the air consumption of different old people in different seasons is obtained;
respectively setting a spring air volume threshold value, a summer air volume threshold value, an autumn air volume threshold value and a winter air volume threshold value for different old people according to the average value of the air consumption in different seasons;
acquiring month information of current time;
and adjusting the air volume threshold values of different old people according to the month information.
By adopting the technical scheme, the old people probably feel too hot in summer and cook less by themselves or too cold in winter and cook less by themselves, so that the air consumption of the old people in different seasons is different, the server adjusts the air consumption threshold value of the old people by obtaining the average value of the air consumption of the old people in different seasons and adjusts the air consumption threshold value of the old people according to the month information of the current time, so that the data accuracy is higher, and the probability of misjudgment of the server is reduced
The second purpose of this application provides an old man monitor system of wisdom community, has the characteristics of strengthening the guardianship dynamics of community to the old man.
The second purpose of the present application is achieved by the following technical scheme: the utility model provides an old man monitor system of wisdom community, the system is including installing in outdoor first camera and a plurality of second camera of installing in indoor, and the system still includes processing apparatus, and processing apparatus is used for:
acquiring an access video of the old people, and judging whether the access video conforms to an access rule according to the access record of the old people indicated by the access video;
if the old people's access record does not conform to the access rule, starting an indoor second camera and acquiring an indoor video;
identifying the indoor video, generating feedback information, and displaying the feedback information to community personnel;
judging the state of the old through the feedback information, and sending the indoor video to a child terminal;
acquiring indoor data of the old people in real time, wherein the indoor data comprises gas utilization conditions and power utilization conditions; if the access record of the old people does not accord with the access rule, judging whether the indoor data is abnormal or not, and if the indoor data is abnormal, performing emergency processing; if the gas consumption condition is larger than a gas volume threshold value, judging that the indoor data is abnormal, closing indoor gas of the old people, and opening a ventilation system; if the power utilization condition indicates that the voltage has a peak value, judging that the indoor data is abnormal, and turning off indoor electric appliances of the old;
acquiring the average value of the gas consumption of different old people in different seasons; respectively setting a spring air volume threshold value, a summer air volume threshold value, an autumn air volume threshold value and a winter air volume threshold value for different old people according to the average value of the air consumption in different seasons; acquiring month information of current time; and adjusting the air volume threshold values of different old people according to the month information.
By adopting the technical scheme, the server acquires the access video of the old people to obtain the access record of the old people, then deduces the access rule of the old people according to the data obtained by the average value statistics of the monthly access times of the old people before the community, and if the access record of the old people does not conform to the access rule, the indoor second camera is started, namely the access record of the old people does not conform to the access rule, which is the condition for starting the indoor camera, so that the community is prevented from monitoring the indoor of the old people in real time, the privacy protection effect is achieved, the workload of community personnel is reduced, and the efficiency is improved;
the server acquires the indoor video, identifies the indoor video, generates feedback information and displays the feedback information to community personnel, so that the workload of the community personnel is reduced, the community personnel are prevented from continuously watching the indoor video and deducing a conclusion from the indoor video, and the community intelligence is further embodied;
the server judges the state of the old through feedback information, sends indoor video to children, and gives the children of the old a message at the first time to enable the children of the old to know the condition of the old;
when the access record of the old people does not accord with the access rule, indoor data of the old people are judged, corresponding measures are taken according to whether the indoor data are abnormal or not and according to whether the abnormal reason is abnormal gas utilization or abnormal power utilization, the old people can be responded in a relatively timely manner, and further situation deterioration of the old people is avoided;
the server adjusts different gas volume thresholds according to different seasons, so that the data are more accurate, and the accuracy of judgment of the server is enhanced;
according to the scheme, the old people are monitored through the method, when the old people come in and go out abnormally, the old people are monitored, the privacy of the old people is protected, the workload of community personnel is reduced, the efficiency is improved, the old people and children can obtain the state of the old people, and the monitoring force on empty nest old people is improved.
The third purpose of this application is to provide a wisdom old man guardianship device in community, the device is used for a wisdom old man guardianship system in community, and the system is including installing in outdoor first camera and a plurality of second camera of installing in indoor, and the system still includes processing apparatus, and processing apparatus specifically includes:
the first acquisition module acquires an access video of the old people when the old people open a door, and judges whether the access rule is met according to the access record of the old people indicated by the access video;
the second acquisition module starts an indoor second camera and acquires an indoor video if the access record of the old people does not accord with the access rule;
the identification module is used for identifying the indoor video, generating feedback information and displaying the feedback information to community personnel;
and the feedback module judges the state of the old through the feedback information and sends the indoor video to the child terminal.
The processing module is used for acquiring indoor data of the old people in real time, wherein the indoor data comprises gas utilization conditions and power utilization conditions; if the access record of the old people does not accord with the access rule, judging whether the indoor data is abnormal or not, and if the indoor data is abnormal, performing emergency processing; if the gas consumption condition is larger than a gas volume threshold value, judging that the indoor data is abnormal, closing indoor gas of the old people, and opening a ventilation system; if the power utilization condition indicates that the voltage has a peak value, judging that the indoor data is abnormal, and turning off indoor electric appliances of the old;
the adjusting module is used for acquiring the average value of the air consumption of different old people in different seasons; respectively setting a spring air volume threshold value, a summer air volume threshold value, an autumn air volume threshold value and a winter air volume threshold value for different old people according to the average value of the air consumption in different seasons; acquiring month information of current time; and adjusting the air volume threshold values of different old people according to the month information.
By adopting the technical scheme, the first acquisition module acquires the access video of the old people to obtain the access record of the old people, and then deduces the access rule of the old people according to the data obtained by the average value statistics of the monthly access times of the old people before the community;
if the access record of the old people does not conform to the access rule, the second acquisition module starts an indoor second camera and acquires indoor photos, namely the condition that the access record of the old people does not conform to the access rule is that the indoor camera is started, so that the condition that the access record of the old people does not conform to the access rule is avoided, the old people are prevented from being monitored indoors in real time by a community, the privacy is protected, the workload of community personnel is reduced, and the efficiency is improved;
the identification module identifies the indoor video to generate feedback information and displays the feedback information to community personnel, so that the workload of the community personnel is reduced, the community personnel are prevented from continuously watching the indoor video and deducing a conclusion from the indoor video, and further community intelligence is embodied;
the feedback module judges the state of the old through feedback information, sends indoor video to children, and gives the children of the old a message at the first time to enable the children of the old to know the condition of the old;
when the access record of the old people does not accord with the access rule, indoor data of the old people are judged, corresponding measures are taken according to whether the indoor data are abnormal or not and according to whether the abnormal reason is abnormal gas utilization or abnormal power utilization, the old people can be responded in a relatively timely manner, and further situation deterioration of the old people is avoided;
the server adjusts different gas volume thresholds according to different seasons, so that the data are more accurate, and the accuracy of judgment of the server is enhanced;
according to the scheme, the old people are monitored through the method, when the old people come in and go out abnormally, the old people are monitored, the privacy of the old people is protected, the workload of community personnel is reduced, the efficiency is improved, the old people and children can obtain the state of the old people, and the monitoring force on empty nest old people is improved.
The invention also provides a computer storage medium which can store corresponding programs and has the characteristics of being convenient for strengthening the monitoring strength of communities on the old and improving the safety protection of the old.
The fourth object of the invention is realized by the following technical scheme:
a computer readable storage medium storing a computer program that can be loaded by a processor and executed to perform any of the above-mentioned intelligent community elderly care methods.
In summary, the present application includes at least one of the following beneficial technical effects:
1. in the scheme, the community server acquires the access record of the old people and judges whether the access record conforms to the access rule or not, if not, the indoor video of the old people is acquired, and feedback information is generated through the indoor video to enable community personnel and old people and children to react, so that the monitoring of the old people is enhanced;
2. in the scheme, community personnel can not directly obtain indoor videos of the old people all the time, and measures are taken only through feedback information, so that privacy protection of the old people is improved;
3. in this scheme, community's personnel make different measures according to feedback information to and make comparatively exact measure to the old man in time, avoided the waste of time.
Drawings
Fig. 1 is a schematic flow chart according to a first embodiment of the present application.
Fig. 2 is a schematic structural diagram of a processing apparatus according to a second embodiment of the present application.
Fig. 3 is a block diagram of a processing device according to a third embodiment of the present invention.
Detailed Description
The present application is described in further detail below with reference to figures 1-3.
To make the purpose, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, 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 derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
The first embodiment is as follows:
the embodiment of the application discloses a smart community old man monitoring method. Referring to fig. 1, the method is applied to an intelligent community old man monitoring system, the system comprises a first camera installed outdoors and a plurality of second cameras installed indoors, and the second cameras are respectively installed in a bedroom, a kitchen, a living room and a bathroom.
The method specifically comprises the following steps:
101. the server acquires the access video of the old people in real time through the first camera, and judges whether the access rule is met according to the access record of the old people indicated by the access video.
102. And if the old people do not conform to the access rule, starting an indoor second camera and acquiring an indoor video.
103. The server acquires the indoor video, identifies the indoor video, generates feedback information and displays the feedback information to community personnel.
In particular, the method comprises the following steps of,
according to the photo of the old man, a plurality of types of training samples are obtained and are respectively used for describing the state of the old man.
And training the recognition model through a plurality of types of training samples to generate the trained recognition model.
And identifying the indoor video through the trained identification model to generate feedback information.
The feedback information specifically includes:
the old people fall down, the old people are in coma, the old people are in low mood, and the old people are not in danger.
104. The server judges the state of the old through feedback information and sends indoor video to the child terminal.
Specifically, the state of the old includes:
at risk, at safety, at loss.
If the feedback information indicates that the old people fall down, the old people are judged to be in danger, and an indoor video is sent to the child terminal;
if the feedback information indicates that the old people are in coma, the old people are judged to be in danger, and an indoor video is sent to the child terminal;
if the feedback information is that the mood of the old people falls down, judging that the mood of the old people falls down, and sending an indoor video to the child terminal;
if the feedback information indicates that the old people are not in danger, the old people are judged to be safe, and indoor photos are not sent to the child terminal;
if the feedback information indicates that the old people fall down, the community personnel arrange neighbors to the homes of the old people for help;
if the feedback information indicates that the old people are in coma, arranging medical care personnel to go to the home of the old people for treatment by community personnel;
if the feedback information is that the mood of the old is low, the community personnel arrange the service personnel to go to the home of the old for consolation;
if the feedback information indicates that the old people are not in danger, community personnel do not process the feedback information.
The method further comprises the following steps:
105. acquiring indoor data of the old people in real time, wherein the indoor data comprises gas utilization conditions and power utilization conditions;
if the access record of the old people does not accord with the access rule, judging whether the indoor data is abnormal or not, and if the indoor data is abnormal, performing emergency processing;
if the gas consumption condition is larger than the gas volume threshold value, judging that the indoor data is abnormal, closing the indoor gas of the old people, and opening a ventilation system;
and if the power utilization condition indicates that the voltage has a peak value, judging that the indoor data is abnormal, and turning off the indoor electric appliance of the old.
106. The method comprises the steps that a server obtains the average value of the gas consumption of different old people in different seasons;
respectively setting a spring air volume threshold value, a summer air volume threshold value, an autumn air volume threshold value and a winter air volume threshold value for different old people according to the average value of the air consumption in different seasons;
acquiring month information of current time;
and adjusting the air volume threshold values of different old people according to the month information.
The implementation principle of the intelligent community old people monitoring method in the embodiment of the application is as follows: the life habits of the old people are regular, and the access habits of the old people are fixed, so that the server acquires the access video of the old people to obtain the access record of the old people, and can judge whether the access state of the old people is normal or not, thereby realizing the monitoring of the old people;
if the access record of the old people does not conform to the access rule, the indoor second camera is started, namely the condition that the access state of the old people is abnormal is the condition for starting the indoor camera, so that the monitoring on the old people is realized through the indoor video, the monitoring efficiency is improved, the condition of the old people is checked through the indoor video only when the access state of the old people is abnormal, the privacy protection on the old people is realized, and the workload of community personnel is reduced;
the indoor video is identified and processed to generate feedback information, the feedback information is displayed to community personnel, the feedback information is specifically the falling down of the old, the coma of the old, the feelings of the old and no danger of the old, the community personnel cannot directly watch the indoor video, the privacy protection of the old is enhanced, the workload of the community personnel is reduced, the community personnel are prevented from continuously watching the indoor video, a conclusion is deduced from the indoor video, and the community intellectualization is further embodied;
meanwhile, community personnel perform corresponding processing according to different feedback information, so that the old people can receive required help as soon as possible, the efficiency is improved, the waste of time is avoided, and the community intelligence is embodied;
the server judges the state of the old through feedback information, sends indoor video to children, and gives the children of the old a message at the first time to enable the children of the old to know the condition of the old;
meanwhile, the server acquires indoor data of the old people in real time, and when the access records of the old people do not conform to the access rules, whether the indoor data are abnormal or not is judged, namely, what is the reason when the access records of the old people do not conform to the access rules is judged, so that community personnel can timely handle the data, time waste is avoided, aggravation of conditions, such as old people gas poisoning, gas is timely cut off and ventilation is avoided, meanwhile, the probability of accidents of service personnel entering the homes of the old people is reduced, and community intellectualization is embodied;
according to the scheme, the old people are monitored through the method, when the old people come in and go out abnormally, the old people are monitored, the privacy of the old people is protected, the workload of community personnel is reduced, the efficiency is improved, the old people and children can obtain the state of the old people, and the monitoring force on empty nest old people is improved.
In a preferred embodiment, the process described in step 101 may further be:
the method comprises the following steps that a server obtains the number of times of coming in and going out of each old man in a community; the access times can be uploaded by community personnel through handheld equipment or special equipment after counting the access times of different old people in every month by observing and counting the access times of the old people in every month; the access times can also be uploaded by the old or children of the old, and the embodiment of the invention does not limit the specific mode of acquiring the access times by the server.
Optionally, the number of times of the old coming in and going out can be divided into spring times, summer times, autumn times and winter times, and the number of times of the old coming in and going out in four different seasons is different;
the server calculates the access rules of the old in different seasons according to the access times of the old in different seasons;
optionally, if the old people are injured, travel and other special conditions, the access rule can be reset;
the first camera acquires the access video of the old people, and judges whether the access rule is met or not according to the access record of the old people indicated by the access video, namely whether the access record is in the access rule or not.
It should be noted that, in the above process, the access rule may be obtained in other ways besides the above steps, and the embodiment of the present application does not limit the specific ways.
In a preferred embodiment, the process described in step 102 may further be:
when the access record of the old people does not accord with the access rule, the indoor second camera is started and an indoor video is obtained, namely the access state abnormity of the old people is the condition for starting the second camera, and when the access record of the old people accords with the access rule, the old people is not started; the old people monitoring system has the advantages that the monitoring of the old people is achieved through the indoor video, the monitoring efficiency is improved, the condition of the old people is checked through the indoor video only when the in-out state of the old people is abnormal, and the privacy of the old people is protected.
In a preferred embodiment, the process described in step 103 may further be:
the identification processing specifically includes: according to the photo of the old man, a plurality of types of training samples are obtained and are respectively used for describing the state of the old man.
Specifically, the server acquires photos of all the old people in the community, performs image processing on the photos of the old people, and sets training samples of the old people in a plurality of states, such as the training samples in the states of falling, coma, low mood and the like, namely in the falling state, and when the legs, the bodies and the arms of the old people are in a flat state or the inclination angle is larger than a preset value, the old people are judged to be in the falling state; in a coma state, the posture of the old is in a falling state, and if the eyes are closed, the old is judged to be in the coma state; and the mood is judged to be low when the mood is low, namely the old bends down at the mouth corner, folds at the eyebrow and the like.
And training the recognition model through a plurality of types of training samples to generate the trained recognition model.
And (3) repeatedly training the recognition model according to the training samples of multiple types, changing the parameters of the recognition model if the training result is wrong, repeatedly training until the training result is correct, and generating the trained recognition model so as to improve the accuracy of the recognition result.
And identifying the indoor video through the trained identification model to generate feedback information.
And identifying the indoor video acquired indoors through the trained identification model, and generating feedback information.
The feedback information specifically includes:
the old people fall down, the old people are in coma, the old people are in low mood, and the old people are not in danger.
Specifically, the state when training the sample and taking place to fall down for the old man, the state when the old man takes place to be coma, the state when old man's mood falls down, the state when old man does not take place danger, the state when the recognition model can discern the old man and take place to fall down after through training, the state when old man takes place to be coma, the state when old man's mood falls down, the state when old man does not take place danger, and according to indoor video generation feedback information and take place to fall down for the old man, the old man takes place to be coma, old man's mood falls down, the old man does not take place danger, and send feedback information for the personnel of community, the.
In a preferred embodiment, the process described in step 104 may further be:
the state of the old specifically includes: at risk, at safety, at loss.
If the feedback information indicates that the old people fall down, the old people are judged to be in danger, and an indoor video is sent to the child terminal;
if the feedback information indicates that the old people are in coma, the old people are judged to be in danger, and an indoor video is sent to the child terminal;
if the feedback information is that the mood of the old people falls down, judging that the mood of the old people falls down, and sending an indoor video to the child terminal;
if the feedback information indicates that the old people are not in danger, the old people are judged to be safe, and indoor photos are not sent to the child terminal;
if the feedback information indicates that the old people fall down, the community personnel arrange neighbors to the homes of the old people for help;
if the feedback information indicates that the old people are in coma, arranging medical care personnel to go to the home of the old people for treatment by community personnel;
if the feedback information is that the mood of the old is low, the community personnel arrange the service personnel to go to the home of the old for consolation;
if the feedback information indicates that the old people are not in danger, community personnel do not process the feedback information.
It is specific, child terminal specifically is cell-phone end or the computer end of old man child, through feedback information, so that community's personnel make corresponding measure according to the feedback information of difference, can high-efficient quick messenger old man obtain required help, for example, the old man is stupor, community's personnel are past the back because professional skill can't make corresponding judgement inadequately, need to call medical personnel again and come the old man in the house, then extravagant many times, if community's personnel arrange medical personnel to help the old man in the old man house promptly at first, make the old man obtain treatment sooner, and saved community's personnel's operating pressure, avoid community's personnel to rush many times. Whether an indoor video is sent to the child terminal or not is judged according to different states of the old, if the indoor video is sent to the child terminal, the child watches the video, the abnormality of the old can be judged more intuitively, and if the child cannot go home in time, community personnel can be made to respond in time by contacting the community personnel; if the old people are in a safe state, the video does not need to be sent to the child terminal, if the old people do not conform to the entrance and exit rules due to the fact that the old people do not want to go downstairs recently, the danger does not occur, the video does not need to be sent to the child terminal, and the children can receive more important and accurate messages.
In a preferred embodiment, the process described in step 105 may further be:
if the access record of the old people does not conform to the access rule, whether indoor data are abnormal or not is judged, and if the indoor data are abnormal, emergency processing is carried out.
Specifically, the server acquires the indoor data of the old people in real time, the indoor data specifically comprise a gas consumption condition and a power consumption condition, the gas consumption condition is the gas consumption of the old people in the period, and the power consumption condition is the voltage value of the electric quantity or a certain time point household appliance used by the old people in the period.
When the old man discrepancy record was not accorded with the discrepancy law, the server was judged whether unusual to old man's indoor data promptly, and the old man discrepancy record is not accorded with the discrepancy law promptly and is the trigger condition, need not the server and judges whether unusual to indoor data in real time, has embodied the intellectuality of community.
If the gas consumption condition is larger than the gas volume threshold value, judging that the indoor data is abnormal, closing the indoor gas of the old people, and opening a ventilation system;
if the gas condition is greater than the tolerance threshold value, use the gas volume for old man in this stage time promptly and be greater than the tolerance threshold value, then judge that indoor data takes place unusually, probably the old man comes in and goes out the reason that the record is not conform to the rule of going out and go out and appear the gas poisoning for the old man promptly, community closes this old man's indoor gas this moment, and start ventilation system, avoid the old man to continue to inhale the gas, lead to aggravating of the state of an illness, and keep ventilating, make the old man can breathe fresh air, can be effective timely to the old man protect, and reduced medical personnel to the old man when indoor because the gas.
And if the power utilization condition indicates that the voltage has a peak value, judging that the indoor data is abnormal, and turning off the indoor electric appliance of the old.
If the power consumption condition indicates that the voltage has a peak value, then it is unusual to judge that indoor data takes place, and in household electrical appliances, the short circuit condition appears for household electrical appliances generally, and the old man probably electrocutes consequently, and the old man indoor electric appliance is closed in time in community, takes place to electrocute when avoiding community's personnel to arrive in the old man family.
It is worth saying that 105 in this application, the old man's discrepancy record is not accorded with the reason of the rule of discrepancy, has further improved community's intellectuality, has further strengthened old man's guardianship function.
In a preferred embodiment, the process described in step 106 may further be:
the method comprises the steps that a server obtains the average value of the gas consumption of different old people in different seasons;
respectively setting a spring air volume threshold value, a summer air volume threshold value, an autumn air volume threshold value and a winter air volume threshold value for different old people according to the average value of the air consumption in different seasons;
acquiring month information of current time;
and adjusting the air volume threshold values of different old people according to the month information.
Specifically, the community obtains the average value of the gas consumption of the old people in different seasons according to the gas consumption conditions of different old people in different seasons, namely the average amount of gas consumed by the old people in spring, summer, autumn and winter each month, sets the average value of the gas consumption in different seasons as a spring gas threshold value, a summer gas threshold value, an autumn gas threshold value and a winter gas threshold value, and the server adjusts the gas threshold value to be the spring gas threshold value or the summer gas threshold value or the autumn gas threshold value or the winter gas threshold value according to the current month information. The old people can cook less frequently in summer due to hot weather, but the times of bathing are increased, so that the gas consumption in summer is different from that in other seasons; the old people have a motivation that the times of cooking and bathing of the old people are reduced due to cold weather, so that the usage amount of gas in winter is different from that in other seasons; in order to improve the accuracy and the rationality of the air volume threshold value, the server sets different air volume threshold values according to different seasons, so that the data are more accurate, the server judges whether indoor data of the old are abnormal more accurately, the probability of misjudgment is reduced, and the community intelligence is further improved.
It should be noted that, the average value of the gas consumption of the elderly people in different seasons, which is described in step 106, may be obtained by other ways besides the above-mentioned way of steps, and the embodiment of the present application does not limit the specific way.
Example two:
the embodiment of the application discloses a monitoring system for the old people in the smart community. Referring to fig. 2, the system includes a first camera installed outdoors and a plurality of second cameras installed indoors, and the system further includes a processing device 200, the processing device 200 is configured to:
201. acquiring an access video of the old people, and judging whether the access rule is met according to the access record of the old people indicated by the access video;
202. if the old people's access record does not conform to the access rule, starting an indoor second camera and acquiring an indoor video;
203. identifying the indoor video, generating feedback information, and displaying the feedback information to community personnel;
204. judging the state of the old through feedback information, and sending an indoor video to a child terminal;
205. acquiring indoor data of the old people in real time, wherein the indoor data comprises gas utilization conditions and power utilization conditions;
if the access record of the old people does not accord with the access rule, judging whether the indoor data is abnormal or not, and if the indoor data is abnormal, performing emergency processing;
if the gas consumption condition is larger than the gas volume threshold value, judging that the indoor data is abnormal, closing the indoor gas of the old people, and opening a ventilation system;
if the power utilization condition indicates that the voltage has a peak value, the indoor data is abnormal, and the indoor electric appliance of the old people is turned off;
206. acquiring the average value of the gas consumption of different old people in different seasons;
respectively setting a spring air volume threshold value, a summer air volume threshold value, an autumn air volume threshold value and a winter air volume threshold value for different old people according to the average value of the air consumption in different seasons;
acquiring month information of current time;
and adjusting the air volume threshold values of different old people according to the month information.
Example three:
the embodiment of the application discloses a monitoring device for the old people in the smart community. Referring to fig. 3, the device is used for an old people monitoring system in an intelligent community, and the system includes a first camera installed outdoors and a second camera installed indoors, and the system further includes a processing device 200, and the processing device 200 specifically includes:
the first acquisition module 301 acquires an access video of the old people when the old people open a door, and judges whether the access rule is met according to the access record of the old people indicated by the access video;
the second obtaining module 302 starts an indoor second camera and obtains an indoor video if the old people's access record does not conform to the access rule;
the identification module 303 is used for identifying the indoor video, generating feedback information and displaying the feedback information to community personnel;
and the feedback module 304 judges the state of the old through feedback information and sends the indoor video to the child terminal.
The processing module 305 acquires indoor data of the old people in real time, wherein the indoor data comprises gas utilization conditions and power utilization conditions;
if the access record of the old people does not accord with the access rule, judging whether the indoor data is abnormal or not, and if the indoor data is abnormal, performing emergency processing;
if the gas consumption condition is larger than the gas volume threshold value, judging that the indoor data is abnormal, closing the indoor gas of the old people, and opening a ventilation system;
if the power utilization condition indicates that the voltage has a peak value, the indoor data is abnormal, and the indoor electric appliance of the old people is turned off;
the adjusting module 306 is used for obtaining the average value of the gas consumption of different old people in different seasons;
respectively setting a spring air volume threshold value, a summer air volume threshold value, an autumn air volume threshold value and a winter air volume threshold value for different old people according to the average value of the air consumption in different seasons;
acquiring month information of current time;
and adjusting the air volume threshold values of different old people according to the month information.
It should be noted that: when the intelligent community old man monitoring system and the intelligent community old man monitoring device provided by the embodiment execute the intelligent community old man monitoring method, the division of the functional modules is only used for illustration, and in practical application, the function distribution can be completed by different functional modules according to needs, that is, the internal structures of the device and equipment are divided into different functional modules so as to complete all or part of the functions described above. In addition, the embodiments of the intelligent community old people monitoring method, system and device provided by the above embodiments belong to the same concept, and specific implementation processes thereof are detailed in the embodiments of the method and are not described herein again.
It will be understood by those skilled in the art that all or part of the steps for implementing the above embodiments may be implemented by hardware, or may be implemented by a program instructing relevant hardware, where the program may be stored in a computer-readable storage medium, and the above-mentioned storage medium may be a read-only memory, a magnetic disk or an optical disk, etc.
The above description is only exemplary of the present application and should not be taken as limiting the present application, as any modification, equivalent replacement, or improvement made within the spirit and principle of the present application should be included in the protection scope of the present application.

Claims (10)

1. The utility model provides a smart community old man guards method, the method is applied to a smart community old man guards system, the system is including installing in outdoor first camera and a plurality of install in indoor second camera, its characterized in that includes:
the server acquires an access video of the old people in real time through the first camera, and judges whether the access rule is met according to the access record of the old people indicated by the access video;
if the old people's access record does not conform to the access rule, starting an indoor second camera and acquiring an indoor video;
the server acquires the indoor video, identifies the indoor video, generates feedback information and displays the feedback information to community personnel;
and the server judges the state of the old through the feedback information and sends the indoor video to the child terminal.
2. The intelligent community elderly monitoring method according to claim 1, wherein the identification process comprises:
obtaining a plurality of types of training samples according to the photos of the old people, wherein the plurality of types of training samples are respectively used for describing the state of the old people;
training the recognition model through the training samples of the multiple types to generate a trained recognition model;
and identifying the indoor video through the trained identification model to generate the feedback information.
3. The intelligent community elderly monitoring method according to claim 2, wherein: the feedback information comprises falling down of the old, coma of the old, low mood of the old and no danger of the old.
4. The intelligent community elderly monitoring method according to claim 3, wherein the state comprises at risk, at safety, and at low level, and the method comprises the following steps:
if the feedback information indicates that the old people fall down, the old people are judged to be in danger, and the indoor video is sent to the child terminal;
if the feedback information indicates that the old people are in coma, the old people are judged to be in danger, and the indoor video is sent to the child terminal;
if the feedback information is that the mood of the old people falls down, judging that the mood of the old people falls down, and sending the indoor video to the child terminal;
and if the feedback information indicates that the old people are not in danger, judging that the old people are safe, and not sending the indoor video to the child terminal.
5. The intelligent community elderly monitoring method according to claim 3, wherein:
if the feedback information indicates that the old people fall down, the community personnel arrange neighbors to the homes of the old people for help;
if the feedback information indicates that the old people are in coma, arranging medical care personnel to go to the home of the old people for treatment by the community personnel;
if the feedback information is that the mood of the old is low, arranging service personnel to visit the home of the old for consolation by the community personnel;
and if the feedback information indicates that the old people are not in danger, the community personnel do not process the information.
6. The intelligent community elderly monitoring method according to claim 1, further comprising:
acquiring indoor data of the old people in real time, wherein the indoor data comprises gas utilization conditions and power utilization conditions;
if the access record of the old people does not accord with the access rule, judging whether the indoor data is abnormal or not, and if the indoor data is abnormal, performing emergency processing;
if the gas consumption condition is larger than a gas volume threshold value, judging that the indoor data is abnormal, closing indoor gas of the old people, and opening a ventilation system;
and if the power utilization condition indicating voltage has a peak value, judging that the indoor data is abnormal, and turning off the indoor electric appliance of the old.
7. The intelligent community elderly monitoring method according to claim 6, further comprising:
acquiring the average value of the gas consumption of different old people in different seasons;
respectively setting a spring air volume threshold value, a summer air volume threshold value, an autumn air volume threshold value and a winter air volume threshold value for different old people according to the average value of the air consumption in different seasons;
acquiring month information of current time;
and adjusting the air volume threshold values of different old people according to the month information.
8. The utility model provides an old man monitor system of wisdom community, the system is including installing in outdoor first camera and a plurality of second camera of installing in indoor, and the system still includes processing apparatus, and processing apparatus is used for:
acquiring an access video of the old people, and judging whether the access video conforms to an access rule according to the access record of the old people indicated by the access video;
if the old people's access record does not conform to the access rule, starting an indoor second camera and acquiring an indoor video;
identifying the indoor video, generating feedback information, and displaying the feedback information to community personnel;
judging the state of the old through the feedback information, and sending the indoor video to a child terminal;
acquiring indoor data of the old people in real time, wherein the indoor data comprises gas utilization conditions and power utilization conditions; if the access record of the old people does not accord with the access rule, judging whether the indoor data is abnormal or not, and if the indoor data is abnormal, performing emergency processing; if the gas consumption condition is larger than a gas volume threshold value, judging that the indoor data is abnormal, closing indoor gas of the old people, and opening a ventilation system; if the power utilization condition indicates that the voltage has a peak value, judging that the indoor data is abnormal, and turning off indoor electric appliances of the old;
acquiring the average value of the gas consumption of different old people in different seasons; respectively setting a spring air volume threshold value, a summer air volume threshold value, an autumn air volume threshold value and a winter air volume threshold value for different old people according to the average value of the air consumption in different seasons; acquiring month information of current time; and adjusting the air volume threshold values of different old people according to the month information.
9. The utility model provides a wisdom community old man guardianship device, the device is used for a wisdom community old man guardianship system, and the system is including installing in outdoor first camera and a plurality of second camera of installing in indoor, and the system still includes processing apparatus, and processing apparatus specifically includes:
the first acquisition module acquires an access video of the old people when the old people open a door, and judges whether the access rule is met according to the access record of the old people indicated by the access video;
the second acquisition module starts an indoor second camera and acquires an indoor video if the access record of the old people does not accord with the access rule;
the identification module is used for identifying the indoor video, generating feedback information and displaying the feedback information to community personnel;
the feedback module judges the state of the old through the feedback information and sends the indoor video to the child terminal;
the processing module is used for acquiring indoor data of the old people in real time, wherein the indoor data comprises gas utilization conditions and power utilization conditions; if the access record of the old people does not accord with the access rule, judging whether the indoor data is abnormal or not, and if the indoor data is abnormal, performing emergency processing; if the gas consumption condition is larger than a gas volume threshold value, judging that the indoor data is abnormal, closing indoor gas of the old people, and opening a ventilation system; if the power utilization condition indicates that the voltage has a peak value, judging that the indoor data is abnormal, and turning off indoor electric appliances of the old;
the adjusting module is used for acquiring the average value of the air consumption of different old people in different seasons; respectively setting a spring air volume threshold value, a summer air volume threshold value, an autumn air volume threshold value and a winter air volume threshold value for different old people according to the average value of the air consumption in different seasons; acquiring month information of current time; and adjusting the air volume threshold values of different old people according to the month information.
10. A computer-readable storage medium, in which a computer program is stored which can be loaded by a processor and which executes the method of any one of claims 1 to 7.
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