CN114445886A - Intelligent community access method and system based on image recognition and readable storage medium - Google Patents
Intelligent community access method and system based on image recognition and readable storage medium Download PDFInfo
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Abstract
The invention discloses an intelligent community access method, an intelligent community access system and a readable storage medium based on image recognition, wherein the method comprises the following steps: identifying the identity of a resident by controlling an image scanner, wherein if the image scanner is controlled to identify the face image of the resident in the community in a pre-stored database, the gate is controlled to be opened; if the preset electronic dynamic code of the community internal residents in the prestored database is identified by controlling the image scanner, controlling the gate to be opened; the license plates of the passing vehicles are identified by controlling the license plate identification all-in-one machine. According to the intelligent community information management and control system, people and vehicles in the community are automatically identified, so that people and vehicles can conveniently come in and go out of the community, strangers and vehicles coming in and going out of the community are intelligently managed and controlled, dangerous information in the strangers and the vehicles is identified, different prompt information is sent to the outside aiming at different dangerous information, some dangers are avoided, and the stability of community personnel and the safety of the community environment are guaranteed.
Description
Technical Field
The invention belongs to the technical field of image processing, and particularly relates to an intelligent community access method and system based on image recognition and a readable storage medium.
Background
With the continuous development of industrialization and urbanization of economic society, the life style and medical conditions are continuously improved, the health level of residents is continuously improved, more and more communities are formed, and how to perform regional management on each community to realize electronization and intellectualization is becoming a research direction.
Image recognition, which is a technology for processing, analyzing and understanding images by using a computer to recognize targets and objects in various modes, is a practical application of a deep learning algorithm, and is generally divided into face recognition and commodity recognition at the present stage, wherein the face recognition is mainly applied to security inspection, identity verification and mobile payment; the commodity identification is mainly applied to the commodity circulation process, in particular to the field of unmanned retail such as unmanned goods shelves and intelligent retail cabinets.
How to reasonably apply image identification to the community range, so that the community operation is more stable and more intelligent, and the research direction is becoming.
Disclosure of Invention
In view of the foregoing problems, an object of the present invention is to provide an intelligent community access method, system and readable storage medium based on image recognition, which can automatically recognize people and vehicles in a community through image recognition technology, facilitate the access of people in the community, and perform record management on external people and vehicles, thereby avoiding potential danger.
The invention provides an intelligent community access method based on image recognition, which comprises the following steps:
the identity of the resident is recognized by controlling the image scanner, wherein,
if the image scanner is controlled to recognize the face images of the residents in the community in the pre-stored database, controlling the gate to be opened;
if the image scanner is controlled to recognize the preset electronic dynamic code of the residents in the community in the pre-stored database, controlling the gate to be opened;
the license plate recognition integrated machine is controlled to recognize the license plate of the passing vehicle, wherein if the license plate recognition integrated machine is controlled to recognize the license plate number of the community internal vehicle in the pre-stored database, the gate is controlled to be opened.
In this scheme, the method further includes classifying the face identified by the face image:
comparing the recognition target face image with a stored face image in a preset database;
if the same face matching is successful, the target face image is not stored;
and if the same face matching is unsuccessful, establishing communication connection with a preset cloud server, and storing the target face image as a strange face image set.
In this scheme, the method further includes performing security detection on the stored target face image:
collecting face images of preset marked personnel of the cloud server and storing the face images as a face detection image set; performing face one-to-one matching with the unfamiliar face image set on the basis of the face detection image set;
and if the face matching is successful, extracting the successfully matched face, sending the face to the cloud server, and synchronously sending reminding information.
In this scheme, the method further comprises classifying the license plates of the vehicles identified by the license plate identification all-in-one machine:
identifying a target vehicle license plate image and comparing the target vehicle license plate image with a stored vehicle license plate image in a preset database;
if the matching of the same license plate is successful, the license plate image of the target vehicle is not stored;
and if the same license plate matching is unsuccessful, establishing communication connection with a preset cloud server, and storing the license plate image of the target vehicle as an unfamiliar license plate image set.
In this scheme, the method further comprises security detection of the stored unfamiliar license plate image set:
collecting license plate images of preset marked vehicles of the cloud server and storing the license plate images as a license plate detection image set;
performing license plate one-to-one matching with the unfamiliar license plate image set based on the license plate detection image set;
and if the license plate matching is successful, controlling the license plate recognition all-in-one machine to shoot a vehicle photo of which the license plate matching is successful, sending the vehicle photo to the cloud server, and synchronously sending reminding information.
In this scheme, through control the image scanner discerns the inside resident's of community preset electron dynamic code in the database of prestoring, then controls the gate and opens, specifically does:
acquiring the preset electronic dynamic code displayed by the resident handheld terminal by controlling the image scanner;
establishing communication connection with the cloud server, and identifying decoding content information of the preset electronic dynamic code;
and if the decoding content information is matched with the registration information of residents in the pre-stored database community, controlling the gate to be opened.
The second aspect of the present invention further provides an intelligent community access system based on image recognition, including a memory and a processor, where the memory includes an intelligent community access method program based on image recognition, and when executed by the processor, the intelligent community access method program based on image recognition implements the following steps:
the identity of the residents coming and going is identified by the image scanner, wherein,
if the face images of the residents in the community in the pre-stored database are identified through the image scanner, controlling the gate to be opened;
if the image scanner identifies the preset electronic dynamic code of the residents in the community in the prestored database, controlling the gate to be opened;
the license plate recognition all-in-one machine recognizes license plates of vehicles coming and going, and if the license plate recognition all-in-one machine recognizes license plate numbers of vehicles in the community in a pre-stored database, the gate is controlled to be opened.
In this scheme, the method further includes classifying the face identified by the face image:
comparing the recognition target face image with a stored face image in a preset database;
if the same face matching is successful, the target face image is not stored;
and if the same face matching is unsuccessful, establishing communication connection with a preset cloud server, and storing the target face image as a strange face image set.
In this scheme, the method further includes performing security detection on the stored target face image:
collecting face images of preset marked personnel of the cloud server and storing the face images as a face detection image set; performing face one-to-one matching with the unfamiliar face image set on the basis of the face detection image set;
and if the face matching is successful, extracting the successfully matched face, sending the face to the cloud server, and synchronously sending reminding information.
In this scheme, the method further comprises classifying the license plates of the vehicles identified by the license plate identification all-in-one machine:
identifying a target vehicle license plate image and comparing the target vehicle license plate image with a stored vehicle license plate image in a preset database;
if the matching of the same license plate is successful, the license plate image of the target vehicle is not stored;
and if the same license plate matching is unsuccessful, establishing communication connection with a preset cloud server, and storing the license plate image of the target vehicle as an unfamiliar license plate image set.
In this scheme, the method further comprises security detection of the stored unfamiliar license plate image set:
collecting license plate images of preset marked vehicles of the cloud server and storing the license plate images as a license plate detection image set;
performing license plate one-to-one matching with the unfamiliar license plate image set based on the license plate detection image set;
and if the license plate matching is successful, controlling the license plate recognition all-in-one machine to shoot a vehicle photo of which the license plate matching is successful, sending the vehicle photo to the cloud server, and synchronously sending reminding information.
In this scheme, through control the image scanner discerns the inside resident's of community preset electron dynamic code in the database of prestoring, then controls the gate and opens, specifically does:
acquiring the preset electronic dynamic code displayed by the resident handheld terminal by controlling the image scanner;
establishing communication connection with the cloud server, and identifying decoding content information of the preset electronic dynamic code;
and if the decoding content information is matched with the registration information of residents in the pre-stored database community, controlling the gate to be opened.
A third aspect of the present invention provides a computer-readable storage medium, where the computer-readable storage medium includes a program of an intelligent community access method based on image recognition of a machine, and when the program of the intelligent community access method based on image recognition is executed by a processor, the method implements the steps of the intelligent community access method based on image recognition as described in any one of the above.
The intelligent community access method and system based on image recognition and the readable storage are used for automatically recognizing users and vehicles in the community, so that the users and the vehicles in the community can conveniently access the community, strangers and the vehicles accessing the community are intelligently controlled, danger information in the strangers and the vehicles is recognized, different prompt information is sent to the outside aiming at different danger information, and certain dangers are avoided, so that the stability of community personnel and the safety of a community environment are guaranteed.
Drawings
FIG. 1 is a flow chart illustrating a smart community access method based on image recognition according to the present application;
FIG. 2 is a block diagram of an intelligent community access system based on image recognition.
Detailed Description
In order that the above objects, features and advantages of the present invention can be more clearly understood, a more particular description of the invention will be rendered by reference to the appended drawings. It should be noted that the embodiments and features of the embodiments of the present application may be combined with each other without conflict.
In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present invention, however, the present invention may be practiced in other ways than those specifically described herein, and therefore the scope of the present invention is not limited by the specific embodiments disclosed below.
Fig. 1 shows a flowchart of a smart community access method based on image recognition according to the present application.
As shown in fig. 1, the present application discloses an intelligent community access method based on image recognition, comprising the following steps:
s102, identifying the identity of the resident by controlling the image scanner, wherein,
if the image scanner is controlled to recognize the face images of the residents in the community in the pre-stored database, controlling the gate to be opened;
if the preset of the residents in the community in the pre-stored database is identified by controlling the image scanner
The electronic dynamic code controls the gate to open;
s104, identifying the license plate of the passing vehicle by controlling the license plate identification all-in-one machine, wherein,
and if the license plate number of the vehicle in the community in the pre-stored database is identified by controlling the license plate identification all-in-one machine, controlling the gate to be opened.
It should be noted that, the requirement based on wisdom community is not only automatic switch gate, more will provide intelligent guarantee to the stability of the inside personnel of community and the security of the inside environment of community, and this application is embodied on the inspection scope to the personnel and the vehicle of cominging in and going out the community.
According to the embodiment of the invention, the method further comprises classifying the face identified by the face image:
comparing the recognition target face image with a stored face image in a preset database;
if the same face matching is successful, the target face image is not stored;
and if the same face matching is unsuccessful, establishing communication connection with a preset cloud server, and storing the target face image as a strange face image set.
It should be noted that the stored face images in the preset database include face images of all residents of the community, and when a strange face appears in the community, the strange face image needs to be recorded so as to effectively perform further identity differentiation.
It is worth mentioning that since the storage space ratio of the image format is relatively large, the number of strangers from the community to the community is large, and therefore the self-updating mode of the strange face image set can be set to be 3 days, that is, one strange face is only stored in the strange face image set for 3 days.
According to the embodiment of the invention, the method further comprises the following steps of carrying out safety detection on the stored target face image:
collecting face images of preset marked personnel of the cloud server and storing the face images as a face detection image set;
performing face one-to-one matching with the unfamiliar face image set on the basis of the face detection image set;
and if the face matching is successful, extracting the successfully matched face, sending the face to the cloud server, and synchronously sending reminding information.
It should be noted that, a marked person is obtained according to a third-party platform, and when the strange face matches the face of the marked person, the strange face represents the possibility that potential danger exists, so that face extraction needs to be performed on the strange face matched with the marked person, and different reminding information is issued according to different marked persons.
According to the embodiment of the invention, the method also comprises the following steps of classifying the license plates of the vehicles identified by the license plate identification all-in-one machine from coming to coming:
identifying a target vehicle license plate image and comparing the target vehicle license plate image with a stored vehicle license plate image in a preset database;
if the matching of the same license plate is successful, the license plate image of the target vehicle is not stored;
and if the same license plate matching is unsuccessful, establishing communication connection with a preset cloud server, and storing the license plate image of the target vehicle as an unfamiliar license plate image set.
It should be noted that the vehicle license plate images stored in the preset database include vehicle license plate images of all the resident vehicles of the community, and when a strange vehicle license plate image appears in the community, the strange vehicle license plate image needs to be recorded so as to distinguish and identify vehicles when a special condition appears in the community.
It is worth mentioning that since the storage space ratio of the image format is relatively large, the number of strangers from the community to the community is large, and therefore the self-updating mode of the strange face image set can be set to be 3 days, that is, one strange face is only stored in the strange face image set for 3 days.
According to an embodiment of the invention, the method further comprises security detecting the stored unfamiliar license plate image set:
collecting license plate images of preset marked vehicles of the cloud server and storing the license plate images as a license plate detection image set;
performing license plate one-to-one matching with the unfamiliar license plate image set based on the license plate detection image set;
and if the license plate matching is successful, controlling the license plate recognition all-in-one machine to shoot a vehicle photo of which the license plate matching is successful, sending the vehicle photo to the cloud server, and synchronously sending reminding information.
It should be noted that, the license plate of the marked vehicle is established according to the marked vehicle information labeled by the third party platform, and when the strange license plate is matched with the license plate image of the marked vehicle, the possibility of a potentially problematic vehicle is represented, so that the license plate image matched with the marked vehicle needs to be subjected to vehicle photo extraction, and different reminding information is issued according to different marked vehicles.
It is worth mentioning that in the process of detecting the license plate, the face information of the driver and the passengers in the vehicle can be detected through the following steps to obtain the potential suspicious vehicle at the first time, and the steps comprise:
the face image information of a driver and a passenger in the vehicle is obtained by controlling the license plate recognition all-in-one machine;
identifying the face image information of the driver and the crew to obtain the identity information of the driver and the crew;
and taking corresponding measures according to the identity information of the driver and passengers and the preset situation classification.
It should be noted that the license plate recognition all-in-one machine not only can recognize the license plate number of the vehicle, but also can collect the images of the human face parts of the drivers and passengers in the vehicle.
More specifically, after the facial image information of the driver and the crew is collected, the facial image information of the driver and the crew is identified to obtain the identity information of the driver and the crew, wherein the preset situation classification comprises the following steps:
and in the first situation, identifying that the driver and the passenger contain child face information in the community and face information which is not the child guardian.
Specifically, when a vehicle goes out from a community, when it is detected that the child and a stranger face appear in the same vehicle, reminding information is sent to a guardian of the child at the first time, and after a release instruction sent back by the guardian is obtained, the vehicle is released.
It is worth mentioning that guardian information of children in the community has traces in the preset database, where the guardian includes parents and family members of the children, and the guardian of the children may not live in the same community as the guardian of the children, compared with the method for acquiring the face images of the residents in the community.
And identifying that the identity information of the driver is consistent with the information of the preset marked personnel of the cloud server.
When the driver and the passenger are identified as the preset marked personnel, an alarm prompt is sent out to inform the community that a vehicle risk prompt exists.
According to the embodiment of the invention, the image scanner is controlled to identify the preset electronic dynamic code of the resident in the community in the pre-stored database, and then the gate is controlled to be opened, specifically:
acquiring the preset electronic dynamic code displayed by the resident handheld terminal by controlling the image scanner;
establishing communication connection with the cloud server, and identifying decoding content information of the preset electronic dynamic code;
and if the decoding content information is matched with the registration information of residents in the pre-stored database community, controlling the gate to be opened.
It should be noted that the handheld terminal is a device such as a mobile phone, a PAD, and a smart watch that can be connected to a network.
It should be noted that, present gate discrepancy of many communities is all come in and go out through the electronic identification card of entity, because the electronic identification card is inconvenient to carry, easily loses still incremental cost, has many drawbacks, consequently on the basis that increases face identification and drive the gate, has increased the discernment and has predetermine the identification mode of electron dynamic code, wherein, predetermine the electron dynamic code and be bar ID code or dynamic two-dimensional code, handheld terminal acquires through predetermined cell-phone APP can represent its identity information predetermine the electron dynamic code, supply with its community of cominging in and going out, with past entity electronic identification card virtualization, intellectuality, reduce the possibility that the entity card lost, reduce the input cost of entity card.
Fig. 2 is a block diagram illustrating an intelligent community access system based on image recognition according to the present invention.
As shown in fig. 2, the present invention discloses an intelligent community access system 2 based on image recognition, which includes a memory 21 and a processor 22, wherein the memory includes an intelligent community access method program based on image recognition, and when executed by the processor, the intelligent community access method program based on image recognition implements the following steps:
the identity of the resident is recognized by controlling the image scanner, wherein,
if the image scanner is controlled to recognize the face images of the residents in the community in the pre-stored database, controlling the gate to be opened;
if the preset electronic dynamic code of the community internal residents in the prestored database is identified by controlling the image scanner, controlling the gate to be opened;
the license plate recognition all-in-one machine is controlled to recognize the license plate of the passing vehicle, wherein if the license plate recognition all-in-one machine is controlled to recognize the license plate number of the community internal vehicle in the prestored database, the gate is controlled to be opened.
It should be noted that, the requirement based on wisdom community is not only automatic switch gate, more will provide intelligent guarantee to the stability of the inside personnel of community and the security of the inside environment of community, and this application is embodied on the inspection scope to the personnel and the vehicle of cominging in and going out the community.
According to the embodiment of the invention, the method further comprises classifying the face identified by the face image:
comparing the recognition target face image with a stored face image in a preset database;
if the same face matching is successful, the target face image is not stored;
and if the same face matching is unsuccessful, establishing communication connection with a preset cloud server, and storing the target face image as a strange face image set.
It should be noted that the stored face images in the preset database include face images of all residents of the community, and when a strange face appears in the community, the strange face image needs to be recorded so as to effectively perform further identity differentiation.
It is worth mentioning that since the storage space ratio of the image format is relatively large, the number of strangers from the community to the community is large, and therefore the self-updating mode of the strange face image set can be set to be 3 days, that is, one strange face is only stored in the strange face image set for 3 days.
According to the embodiment of the invention, the method further comprises the following steps of carrying out safety detection on the stored target face image:
collecting face images of preset marked personnel of the cloud server and storing the face images as a face detection image set;
performing face one-to-one matching with the unfamiliar face image set on the basis of the face detection image set;
and if the face matching is successful, extracting the successfully matched face, sending the face to the cloud server, and synchronously sending reminding information.
It should be noted that, a marked person is obtained according to a third-party platform, and when the strange face matches the face of the marked person, the strange face represents the possibility that potential danger exists, so that face extraction needs to be performed on the strange face matched with the marked person, and different reminding information is issued according to different marked persons.
According to the embodiment of the invention, the method also comprises the following steps of classifying the license plates of the vehicles identified by the license plate identification all-in-one machine from coming to coming:
identifying a target vehicle license plate image and comparing the target vehicle license plate image with a stored vehicle license plate image in a preset database;
if the matching of the same license plate is successful, the license plate image of the target vehicle is not stored;
and if the same license plate matching is unsuccessful, establishing communication connection with a preset cloud server, and storing the license plate image of the target vehicle as an unfamiliar license plate image set.
It should be noted that the vehicle license plate images stored in the preset database include vehicle license plate images of all the resident vehicles of the community, and when a strange vehicle license plate image appears in the community, the strange vehicle license plate image needs to be recorded so as to distinguish and identify vehicles when a special condition appears in the community.
It is worth mentioning that since the storage space ratio of the image format is relatively large, the number of strangers from the community to the community is large, and therefore the self-updating mode of the strange face image set can be set to be 3 days, that is, one strange face is only stored in the strange face image set for 3 days.
According to an embodiment of the invention, the method further comprises security detecting the stored unfamiliar license plate image set:
collecting license plate images of preset marked vehicles of the cloud server and storing the license plate images as a license plate detection image set;
performing license plate one-to-one matching with the unfamiliar license plate image set based on the license plate detection image set;
and if the license plate matching is successful, controlling the license plate recognition all-in-one machine to shoot a vehicle photo of which the license plate matching is successful, sending the vehicle photo to the cloud server, and synchronously sending reminding information.
It should be noted that, the license plate of the marked vehicle is established according to the marked vehicle information labeled by the third party platform, and when the strange license plate is matched with the license plate image of the marked vehicle, the possibility of a potentially problematic vehicle is represented, so that the license plate image matched with the marked vehicle needs to be subjected to vehicle photo extraction, and different reminding information is issued according to different marked vehicles.
It is worth mentioning that in the process of detecting the license plate, the face information of the driver and the passengers in the vehicle can be detected through the following steps to obtain the potential suspicious vehicle at the first time, and the steps comprise:
the face image information of a driver and a passenger in the vehicle is obtained by controlling the license plate recognition all-in-one machine;
identifying the face image information of the driver and the crew to obtain the identity information of the driver and the crew;
and taking corresponding measures according to the identity information of the driver and passengers and the preset situation classification.
It should be noted that the license plate recognition all-in-one machine not only can recognize the license plate number of the vehicle, but also can collect the images of the human face parts of the drivers and passengers in the vehicle.
More specifically, after the facial image information of the driver and the crew is collected, the facial image information of the driver and the crew is identified to obtain the identity information of the driver and the crew, wherein the preset situation classification comprises the following steps:
and in the first situation, identifying that the driver and the passenger contain child face information in the community and face information which is not the child guardian.
Specifically, when the vehicle travels outwards from the community, when it is detected that the faces of the child and a stranger are in the same vehicle, reminding information is sent to a guardian of the child at the first time, and after a release instruction sent back by the guardian is obtained, the vehicle is released.
It is worth mentioning that guardian information of children in the community has traces in the preset database, where the guardian includes parents and family members of the children, and the guardian of the children may not live in the same community as the guardian of the children, compared with the method for acquiring the face images of the residents in the community.
And identifying that the identity information of the driver is consistent with the information of the preset marked personnel of the cloud server.
When the driver and the passenger are identified as the preset marked personnel, an alarm prompt is sent out to inform the community that a vehicle risk prompt exists.
According to the embodiment of the invention, the image scanner is controlled to identify the preset electronic dynamic code of the resident in the community in the pre-stored database, and then the gate is controlled to be opened, specifically:
acquiring the preset electronic dynamic code displayed by the resident handheld terminal by controlling the image scanner;
establishing communication connection with the cloud server, and identifying decoding content information of the preset electronic dynamic code;
and if the decoding content information is matched with the registration information of residents in the pre-stored database community, controlling the gate to be opened.
It should be noted that the handheld terminal is a device such as a mobile phone, a PAD, and a smart watch that can be connected to a network.
It should be noted that, present gate discrepancy of many communities is all come in and go out through the electronic identification card of entity, because the electronic identification card is inconvenient to carry, easily loses still incremental cost, has many drawbacks, consequently on the basis that increases face identification and drive the gate, has increased the discernment and has predetermine the identification mode of electron dynamic code, wherein, predetermine the electron dynamic code and be bar ID code or dynamic two-dimensional code, handheld terminal acquires through predetermined cell-phone APP can represent its identity information predetermine the electron dynamic code, supply with its community of cominging in and going out, with past entity electronic identification card virtualization, intellectuality, reduce the possibility that the entity card lost, reduce the input cost of entity card.
A third aspect of the present invention provides a computer-readable storage medium, where the computer-readable storage medium includes a program of an intelligent community access method based on image recognition of a machine, and when the program of the intelligent community access method based on image recognition is executed by a processor, the method implements the steps of the intelligent community access method based on image recognition as described in any one of the above.
The intelligent community access method and system based on image recognition and the readable storage medium disclosed by the invention have the advantages that users and vehicles of a community are automatically recognized, the users and the vehicles of the community can conveniently access the community, strangers and the vehicles accessing the community are intelligently controlled, danger information in the strangers and the vehicles is recognized, different prompt information is sent to the outside aiming at different danger information, and certain dangers are avoided, so that the stability of community personnel and the safety of a community environment are ensured.
In the several embodiments provided in the present application, it should be understood that the disclosed apparatus and method may be implemented in other ways. The above-described device embodiments are merely illustrative, for example, the division of the unit is only a logical functional division, and there may be other division ways in actual implementation, such as: multiple units or components may be combined, or may be integrated into another system, or some features may be omitted, or not implemented. In addition, the coupling, direct coupling or communication connection between the components shown or discussed may be through some interfaces, and the indirect coupling or communication connection between the devices or units may be electrical, mechanical or other forms.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units; can be located in one place or distributed on a plurality of network units; some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, all the functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may be separately regarded as one unit, or two or more units may be integrated into one unit; the integrated unit can be realized in a form of hardware, or in a form of hardware plus a software functional unit.
Those of ordinary skill in the art will understand that: all or part of the steps for realizing the method embodiments can be completed by hardware related to program instructions, the program can be stored in a computer readable storage medium, and the program executes the steps comprising the method embodiments when executed; and the aforementioned storage medium includes: a mobile storage device, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
Alternatively, the integrated unit of the present invention may be stored in a computer-readable storage medium if it is implemented in the form of a software functional module and sold or used as a separate product. Based on such understanding, the technical solutions of the embodiments of the present invention may be essentially implemented or a part contributing to the prior art may be embodied in the form of a software product, which is stored in a storage medium and includes several instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the methods described in the embodiments of the present invention. And the aforementioned storage medium includes: a removable storage device, a ROM, a RAM, a magnetic or optical disk, or various other media that can store program code.
Claims (10)
1. An intelligent community access method based on image recognition is characterized by comprising the following steps:
the identity of the resident is recognized by controlling the image scanner, wherein,
if the image scanner is controlled to recognize the face images of the residents in the community in the pre-stored database, controlling the gate to be opened;
if the image scanner is controlled to recognize the preset electronic dynamic code of the residents in the community in the pre-stored database, controlling the gate to be opened;
the license plate recognition integrated machine is controlled to recognize the license plate of the passing vehicle, wherein if the license plate recognition integrated machine is controlled to recognize the license plate number of the community internal vehicle in the pre-stored database, the gate is controlled to be opened.
2. The intelligent community access method based on image recognition according to claim 1,
the method also comprises the following steps of classifying the face identified by the face image:
comparing the identified target face image with a stored face image in a preset database;
if the same face matching is successful, the target face image is not stored;
and if the same face matching is unsuccessful, establishing communication connection with a preset cloud server, and storing the target face image as a strange face image set.
3. The intelligent community access method based on image recognition according to claim 2,
the method also comprises the following steps of carrying out security detection on the stored target face image:
collecting face images of preset marked personnel of the cloud server and storing the face images as a face detection image set;
performing face one-to-one matching with the unfamiliar face image set on the basis of the face detection image set;
and if the face matching is successful, extracting the successfully matched face, sending the face to the cloud server, and synchronously sending reminding information.
4. The intelligent community access method based on image recognition according to claim 1,
the method also comprises the following steps of classifying the license plate recognition all-in-one machine for recognizing the license plates of the vehicles coming from and going to:
identifying a target vehicle license plate image and comparing the target vehicle license plate image with a stored vehicle license plate image in a preset database;
if the matching of the same license plate is successful, the license plate image of the target vehicle is not stored;
and if the same license plate matching is unsuccessful, establishing communication connection with a preset cloud server, and storing the license plate image of the target vehicle as an unfamiliar license plate image set.
5. The intelligent community access method based on image recognition according to claim 4,
the method further comprises performing security checks on the saved set of unfamiliar license plate images:
collecting license plate images of preset marked vehicles of the cloud server and storing the license plate images as a license plate detection image set;
performing license plate one-to-one matching with the unfamiliar license plate image set based on the license plate detection image set;
and if the license plate matching is successful, controlling the license plate recognition all-in-one machine to shoot a vehicle photo of which the license plate matching is successful, sending the vehicle photo to the cloud server, and synchronously sending reminding information.
6. The intelligent community access method based on image recognition according to claim 2,
through control the image scanner discerns the inside resident's of community preset electron dynamic code in prestoring the database, then the control gate is opened, specifically is:
acquiring the preset electronic dynamic code displayed by the resident handheld terminal by controlling the image scanner;
establishing communication connection with the cloud server, and identifying decoding content information of the preset electronic dynamic code;
and if the decoding content information is matched with the registration information of residents in the pre-stored database community, controlling the gate to be opened.
7. An intelligent community access system based on image recognition is characterized by comprising a memory and a processor,
the memory comprises a smart community access method program based on image recognition, and when the smart community access method program based on image recognition is executed by the processor, the following steps are realized:
the identity of the residents coming and going is identified by the image scanner, wherein,
if the face images of the residents in the community in the pre-stored database are identified through the image scanner, controlling the gate to be opened;
if the image scanner identifies the preset electronic dynamic code of the residents in the community in the prestored database, controlling the gate to be opened;
the license plate recognition all-in-one machine recognizes license plates of vehicles coming and going, and if the license plate recognition all-in-one machine recognizes license plate numbers of vehicles in the community in a pre-stored database, the gate is controlled to be opened.
8. The intelligent community access system based on image recognition according to claim 7,
the method also comprises the following steps of classifying the face identified by the face image:
comparing the recognition target face image with a stored face image in a preset database;
if the matching of the same face is successful, the target face image is not stored;
and if the same face matching is unsuccessful, establishing communication connection with a preset cloud server, and storing the target face image as a strange face image set.
9. The intelligent community access system based on image recognition according to claim 8,
the method also comprises the following steps of carrying out safety detection on the stored target face image:
collecting face images of preset marked personnel of the cloud server and storing the face images as a face detection image set;
performing face one-to-one matching with the unfamiliar face image set on the basis of the face detection image set;
and if the face matching is successful, extracting the successfully matched face, sending the face to the cloud server, and synchronously sending reminding information.
10. A computer-readable storage medium, wherein the computer-readable storage medium includes a program of intelligent community access method based on image recognition, and when the program of intelligent community access method based on image recognition is executed by a processor, the steps of a method for intelligent community access based on image recognition as claimed in any one of claims 1 to 6 are implemented.
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