CN117765593A - Digital community management method, device and equipment based on intelligent access control - Google Patents
Digital community management method, device and equipment based on intelligent access control Download PDFInfo
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Abstract
The application discloses a digital community management method, device and equipment based on intelligent access control, wherein the method comprises the following steps: acquiring a face snapshot image and a pass record of a current pass person of intelligent access control equipment; judging whether the current passing person is on a management platform according to the face snapshot image and a preset face feature library, if not, recording the face related information in an unreliable data set; if the current passing person is in the management platform, judging whether the current passing person is a current community person or not; if not, judging whether current passing personnel exist in the current cell based on personnel basic information of a preset platform information base; if the face snap image and the current cell number do not exist, recording the face snap image and the current cell number to a preset data set according to the historical verification times and the verification threshold value, wherein the preset data set comprises an unreliable data set, a reliable data set and a data set to be confirmed. The method and the device can solve the technical problems that the existing cell is difficult to control personnel information in and out, and management loopholes and safety risks exist in the cell.
Description
Technical Field
The application relates to the technical field of intelligent information management, in particular to a digital community management method, device and equipment based on intelligent access control.
Background
With the continuous acceleration of the urban process, a large amount of foreign population flows in, the mobility of the community population is increased, the management and control difficulty is increased, the security hidden trouble is increased by personnel entering and exiting, the security and control work of the community is enhanced, the security sense and satisfaction of residents are improved, and the urban management and community construction important tasks are realized. The tenant management is an important component of the cell management, and can improve the overall management level of the cell and enhance the cohesive force and stability of the cell. Tenant management is also an important means for guaranteeing ownership benefits, and through strict tenant auditing and management, the check-in of bad tenants can be reduced, the risks and losses of owners are reduced, and the method is also an important way for maintaining the safety and order of communities, and prevents invasion and criminal behaviors of illegal molecules.
At present, there are general situations that a tenant does not actively report residence information to a property, the tenant changes and notifies the property not timely, and the tenant uses equipment such as access cards of owners to enter and exit the cell, if a stranger who does not take in management enters and exits the cell at will, hidden danger may be brought to public security of the cell, that is, the cell has larger management loopholes and security risks.
Disclosure of Invention
The application provides a digital community management method, device and equipment based on intelligent access control, which are used for solving the technical problems that the existing community is difficult to control personnel information in and out, so that management loopholes and safety risks exist in the community.
In view of this, the first aspect of the present application provides a digital community management method based on intelligent access control, including:
acquiring personnel passing information of current passing personnel of intelligent access control equipment, wherein the personnel passing information comprises a face snap image and passing record information, and the communication record information comprises a passing verification mode, personnel passing records and a current cell number;
judging whether the current passing person is in a management platform or not in a feature matching mode according to the face snapshot image and a preset face feature library, if not, judging that the current passing person is a platform stranger, and recording the face snapshot image and the current cell number in an unreliable data set;
if the current passing person is in the management platform, judging whether the current passing person is a current community person or not based on the face snapshot image;
if not, judging whether the current passing personnel exist in the current cell based on corresponding personnel basic information in a preset platform information base, wherein the face snapshot image is associated with the personnel basic information;
if the current passing personnel do not exist in the current cell, recording the face snap image and the current cell number into a preset data set according to historical verification times and a verification threshold, wherein the preset data set comprises the unreliable data set, the reliable data set and the data set to be confirmed.
Preferably, the acquiring personnel passing information of current passing personnel of the intelligent access control device, the personnel passing information includes a face snap image and passing record information, the communication record information includes a passing verification mode, a personnel passing record and a current cell number, and the method includes:
capturing face images of passing persons through intelligent access control equipment, and acquiring passing record information to obtain person passing information, wherein the person passing information comprises the face captured images and the passing record information;
and if the time difference between the face snap image and the pass record information is smaller than a time threshold, binding the face snap image and the pass record information with current passing personnel.
Preferably, the step of judging whether the current passing person is in the management platform according to the face snapshot image and a preset face feature library in a feature matching manner, if not, judging that the current passing person is a platform stranger, and recording the face snapshot image and the current cell number in an untrusted data set, and before further comprising:
acquiring face images of residents in a cell by adopting a face detection technology, and simultaneously acquiring corresponding cell numbers to generate a resident face information base;
extracting the characteristics of the face images in the resident face information base through a preset characteristic extraction algorithm to obtain face characteristic data;
and constructing a preset face feature library by combining the face feature data and the cell numbers.
Preferably, if the current passing person does not exist in the current cell, recording the face snap image and the current cell number into a preset data set according to the historical verification times and a verification threshold value, and then further including:
and carrying out image updating and cell number updating on the preset face feature library based on the preset data set to obtain an updated face feature library.
Preferably, if the current passing person does not exist in the current cell, recording the face snap image and the current cell number into a preset data set according to the historical verification times and a verification threshold value, and then further including:
and carrying out information improvement on the preset platform information base and the preset face feature base according to the trusted data set to obtain an improved platform information base and an improved face feature base.
Preferably, if the current passing person does not exist in the current cell, recording the face snap image and the current cell number into a preset data set according to the historical verification times and a verification threshold value, and then further including:
acquiring historical lease information of the current passing personnel from the preset platform information base;
and if the historical lease information is a bad record, sending the historical lease information to a current owner of the current cell for reminding the current owner of avoiding risks.
The second aspect of the application provides a digital community management device based on intelligent access control, which comprises:
the personnel information acquisition unit is used for acquiring personnel passing information of current passing personnel of the intelligent access control equipment, wherein the personnel passing information comprises a face snap image and passing record information, and the communication record information comprises a passing verification mode, personnel passing records and a current cell number;
the platform face verification unit is used for judging whether the current passing person is in the management platform or not in a feature matching mode according to the face snap image and a preset face feature library, if not, judging that the current passing person is a platform stranger, and recording the face snap image and the current cell number in an unreliable data set;
the district face verification unit is used for judging whether the current passing person is a current district person or not based on the face snap image if the current passing person is in the management platform;
the cell information verification unit is used for judging whether the current passing personnel exist in the current cell or not based on corresponding personnel basic information in a preset platform information base if not, and the face snapshot image is associated with the personnel basic information;
and the information record management unit is used for recording the face snap image and the current cell number into a preset data set according to the historical verification times and the verification threshold value if the current passing personnel do not exist in the current cell, wherein the preset data set comprises the unreliable data set, the trusted data set and the data set to be confirmed.
Preferably, the personnel information acquisition unit is specifically configured to:
capturing face images of passing persons through intelligent access control equipment, and acquiring passing record information to obtain person passing information, wherein the person passing information comprises the face captured images and the passing record information;
and if the time difference between the face snap image and the pass record information is smaller than a time threshold, binding the face snap image and the pass record information with current passing personnel.
Preferably, the method further comprises:
the information acquisition unit is used for acquiring face images of residents in the cell by adopting a face detection technology, and simultaneously acquiring corresponding cell numbers to generate a resident face information base;
the feature extraction unit is used for extracting features of face images in the resident face information base through a preset feature extraction algorithm to obtain face feature data;
the database construction unit is used for constructing a preset face feature library by combining the face feature data and the cell numbers.
A third aspect of the present application provides a digital community management device based on intelligent access, the device comprising a processor and a memory;
the memory is used for storing program codes and transmitting the program codes to the processor;
the processor is configured to execute the digital community management method based on intelligent entrance guard according to the first aspect according to the instructions in the program code.
From the above technical solutions, the embodiments of the present application have the following advantages:
in the application, a digital community management method based on intelligent access control is provided, which comprises the following steps: acquiring personnel passing information of current passing personnel of the intelligent access control equipment, wherein the personnel passing information comprises a face snap image and passing record information, and the communication record information comprises a passing verification mode, personnel passing records and a current cell number; judging whether the current passing person is in the management platform in a feature matching mode according to the face snapshot image and a preset face feature library, if not, judging that the current passing person is a platform stranger, and recording the face snapshot image and the current cell number in an unreliable data set; if the current passing person is in the management platform, judging whether the current passing person is a current community person or not based on the face snapshot image; if not, judging whether the current passing personnel exist in the current cell based on the corresponding personnel basic information in the preset platform information base, and associating the face snapshot image with the personnel basic information; if no current passing person exists in the current cell, recording the face snap image and the current cell number into a preset data set according to the historical verification times and the verification threshold value, wherein the preset data set comprises an unreliable data set, a trusted data set and a data set to be confirmed.
According to the digital community management method based on the intelligent access control, platform verification and cell verification are carried out on current passing persons by combining face snap images and inquired person basic information, and feature analysis is carried out on the face snap images on the basis of historical verification times and verification thresholds for the passing persons which are recorded by a platform but do not belong to the current cell, and then the face snap images are recorded in different preset data sets; the passers who are not on the platform can record the face information and the number information of the entering cell, and a temporary unreliable data set is generated for subsequent matching verification analysis. In the process, information acquisition can be carried out on strangers of the platform, information update processing and recording can be carried out on non-current community personnel in the platform, the passing personnel are classified into different data sets based on passing verification times to be managed, information of all the passing personnel is controllable, digital management of the community is achieved, and safety of the community is guaranteed. Therefore, the method and the device can solve the technical problems that the existing cell is difficult to control personnel information in and out, and management loopholes and safety risks exist in the cell.
Drawings
Fig. 1 is a schematic flow chart of a digital community management method based on intelligent access control according to an embodiment of the present application;
fig. 2 is a schematic structural diagram of a digital community management device based on intelligent access control according to an embodiment of the present application.
Detailed Description
In order to make the present application solution better understood by those skilled in the art, the following description will clearly and completely describe the technical solution in the embodiments of the present application with reference to the accompanying drawings in the embodiments of the present application, and it is apparent that the described embodiments are only some embodiments of the present application, not all embodiments. All other embodiments, which can be made by one of ordinary skill in the art without undue burden from the present disclosure, are within the scope of the present disclosure.
For easy understanding, please refer to fig. 1, an embodiment of a digital community management method based on intelligent access control provided in the present application includes:
step 101, acquiring personnel passing information of current passing personnel of the intelligent access control equipment, wherein the personnel passing information comprises a face snap image and passing record information, and the communication record information comprises a passing verification mode, personnel passing records and a current cell number.
Further, step 101 includes:
capturing face images of passing persons through intelligent access control equipment, and acquiring passing record information to obtain person passing information, wherein the person passing information comprises face captured images and passing record information;
and if the time difference between the face snap image and the pass record information is smaller than the time threshold, binding the face snap image and the pass record information with the current pass personnel.
It should be noted that, the intelligent access control device in this embodiment is a face access control integrated machine, and supports access control cards, faces, two-dimensional codes, one-key door opening, visual intercom and other modes to pass through, and when a person passes through, the person image of the current passing person is captured, so as to obtain a face captured image; the communication record information of the personnel can be obtained, including but not limited to a passing verification mode, personnel passing records and current cell numbers; the passing verification method comprises, but is not limited to, access cards, two-dimensional codes and the like, the personnel passing record comprises information such as entering time and the like, and the current cell number is the cell number which the current passing personnel enter. In addition, the face, two-dimensional code, one-key door opening and other modes in the verification mode can be related to owners, and the access card, visual intercom and other modes can be related to specific houses.
It can be understood that the intelligent access control device may need to acquire information of a plurality of continuous passers at the same time, in order to enable the current passers to correspond to the personnel passing information one by one, information consistency binding can be performed in a time difference mode, namely, if the time difference between the face snap image and the passing record information is smaller than a time threshold value, the two information are considered to be information belonging to the same passer, and then the two information can be bound with the current passer. In addition, the time threshold may be set according to practical situations, and is not limited herein, for example, 3 seconds.
And 102, judging whether the current passing person is in the management platform according to the face snapshot image and a preset face feature library in a feature matching mode, if not, judging that the current passing person is a platform stranger, and recording the face snapshot image and the current cell number in an unreliable data set.
The preset face feature library is a pre-constructed platform database, and a large number of face images and corresponding face features of residential areas are stored in the platform database, so that the face snap images can be subjected to feature extraction, the faces of current passers-by are matched in the preset face feature library in a feature matching mode, and if the matching is successful, the fact that the current passers-by has entered personnel basic information on the platform is indicated; if not, the current passer is a platform stranger relative to the platform, and the platform stranger does not belong to a complete stranger, and also can be a resident of the current cell which has not yet entered relevant information, so that the face snap image and the entered current cell number can be recorded in an unreliable data set for the next verification.
Further, step 102, further includes:
acquiring face images of residents in a cell by adopting a face detection technology, and simultaneously acquiring corresponding cell numbers to generate a resident face information base;
carrying out feature extraction on face images in a resident face information base through a preset feature extraction algorithm to obtain face feature data;
and constructing a preset face feature library by combining the face feature data and the cell numbers.
The preset face feature library is a data set obtained by carrying out feature analysis processing after collecting face images of residents in a plurality of different communities on the platform; the preset feature extraction algorithm can be selected according to actual conditions, and is a feature extraction algorithm based on a neural network model with high efficiency at present, and can be designed and configured by itself, and is not limited in this regard. The corresponding cell numbers are acquired simultaneously when the face images are acquired, so that faces in a preset face feature library of the management platform have more definite attribution, and platform verification and cell verification of passers are facilitated.
And step 103, if the current passing person is in the management platform, judging whether the current passing person is a current community person or not based on the face snapshot image.
If the face snapshot image of the current passing person can be matched with the recorded face in the preset face feature library, judging whether the current communication person is the current cell person or not based on the related information of the recorded face and the current cell number in the communication record information, if so, indicating that the recorded information is credible, and verifying successfully; if not, the current passer is informed that the face related information is input on the platform, but the current passer is not in the current cell or is in other cells of the management platform. The specific area of the current passing person can be judged in the current community person analysis process based on face judgment.
And 104, if not, judging whether current passing personnel exist in the current cell based on corresponding personnel basic information in a preset platform information base, wherein the face snapshot image is associated with the personnel basic information.
If the current passing person is on the platform but not on the current cell, the face judgment and recognition are likely to fail except that the current passing person is possibly on other cells of the management platform, and a misjudgment result is obtained; in order to avoid such problems, the embodiment searches corresponding personnel basic information in a preset platform information base of the platform based on the face snapshot image, judges whether current passing personnel exist in the current cell based on the personnel basic information, if so, indicates that the face is misjudged, the current passing personnel are in the current cell, only the face judgment fails, or the current passing personnel do not enter complete information in time, namely the face information is not entered; or the personnel is changed into owners, and houses are arranged in a plurality of cells of the management platform.
The preset platform information base records personnel basic information such as resident identity information, specific addresses, access control card information, resident house information, vehicle information and the like, wherein the resident identity information comprises information such as names, telephones, identity card numbers and the like; in addition, the face image information in the preset face feature library can be bound with resident identity information in the preset platform information library, if the face snap image is successfully verified on the platform, namely belongs to the preset face feature library, the person basic information can be searched in the preset platform information library according to the face image in the preset face feature library, and then whether the current passing person is in the current cell or not can be judged according to the person basic information.
And 105, if no current passing person exists in the current cell, recording the face snap image and the current cell number into a preset data set according to the historical verification times and the verification threshold, wherein the preset data set comprises an unreliable data set, a trusted data set and a data set to be confirmed.
If the current passing person is on the management platform but is not on the current cell, the current passing person may be a resident of other cells of the management platform or a person who does not enter face information on the current cell; the information of the intelligent access control equipment can be managed differently according to the verification times of the intelligent access control equipment entering the community, and if the current passing personnel history verification times are 0 or less, the face snap image and the current community number of the intelligent access control equipment can be recorded in an unreliable data set; if the historical verification times reach multiple times, the information can be recorded in the data set to be confirmed, and if the times are higher, the information can be recorded in the trusted data set.
The number of specific verification thresholds may be plural, two verification thresholds M, N are added, and M < N, then three judgment analysis ranges may be formed based on the two verification thresholds, the first judgment range is 0-M, the second judgment range is M-N, and the third judgment range is N or more. The corresponding judgment and analysis process can be expressed as follows: if the history verification times of the current passing personnel are within the range of 0-M, recording the information of the current passing personnel in an unreliable data set; if the history verification times of the current passing personnel are within the range of M to N, recording the information of the current passing personnel in a data set to be confirmed; if the history verification times of the current passing personnel are greater than N, recording the information in a trusted data set; m, N may be set according to practical situations, and is not limited herein; even more detailed verification thresholds can be set according to the needs, and the method is reasonable. Each verification and record is an update to the preset data set; after the current passing personnel enter the current cell for many times, the information of the current passing personnel can be respectively managed in the non-trusted data set, the data set to be confirmed and the trusted data set in a circulation mode until the current passing personnel become trusted data, and the current passing personnel are used for resident management of the cell.
Further, step 105, further includes:
and carrying out image updating and cell number updating on the preset face feature library based on the preset data set to obtain an updated face feature library.
The preset data set is a data set for collecting the related information of the face image of the strange communication personnel, so that the preset face feature library can be subjected to image updating and cell number updating through the preset data set, the face image which is not input is integrated in the preset face feature library after being subjected to feature extraction, and the face image is required to correspond to the current cell number, so that a corresponding face-feature-cell number relation is generated.
Further, step 105, further includes:
and carrying out information improvement on the preset platform information base and the preset face feature base according to the trusted data set to obtain an improved platform information base and an improved face feature base.
Because the trusted data set can indicate that the current passing person stays in the current cell to a certain extent, the cell manager can perfect all information of the current passing person in the cell according to the trusted data set, namely, log-in confirmation and information acquisition are performed, and all information of the current passing person in the current cell is perfected.
Further, step 105, further includes:
acquiring historical lease information of current passers in a preset platform information base;
if the history lease information is a bad record, the history lease information is sent to a current owner of the current cell to remind the current owner of avoiding risks.
In the next pass verification process, if the cell number is updated, the historical lease information can be extracted for analysis, and if the historical lease information has bad records, the current owner of the current cell can be timely reminded of avoiding risks.
According to the digital community management method based on the intelligent access control, platform verification and cell verification are carried out on current passing persons by combining face snap images and queried person basic information, characteristic analysis is carried out on the face snap images on the basis of historical verification times and verification thresholds for the passing persons which are recorded by a platform but do not belong to the current cell, and then the face snap images are recorded in different preset data sets; the passers who are not on the platform can record the face information and the number information of the entering cell, and a temporary unreliable data set is generated for subsequent matching verification analysis. In the process, information acquisition can be carried out on strangers of the platform, information update processing and recording can be carried out on non-current community personnel in the platform, the passing personnel are classified into different data sets based on passing verification times to be managed, information of all the passing personnel is controllable, digital management of the community is achieved, and safety of the community is guaranteed. Therefore, the embodiment of the application can solve the technical problems that the existing cell is difficult to control the information of the personnel in and out, and the management loophole and the security risk exist in the cell.
For easy understanding, please refer to fig. 2, the application provides an embodiment of a digital community management device based on intelligent access control, which includes:
a personnel information obtaining unit 201, configured to obtain personnel traffic information of a current passing person of the intelligent access control device, where the personnel traffic information includes a face snapshot image and traffic record information, and the communication record information includes a traffic verification mode, a personnel traffic record and a current cell number;
the platform face verification unit 202 is configured to judge whether a current passing person is in the management platform according to the face snap image and a preset face feature library in a feature matching manner, if not, judge that the current passing person is a platform stranger, and record the face snap image and the current cell number in an untrusted data set;
the cell face verification unit 203 is configured to determine whether the current passing person is a current cell person based on the face snapshot image if the current passing person is in the management platform;
the cell information verification unit 204 is configured to determine whether a current passing person exists in the current cell based on corresponding person basic information in a preset platform information base if not, where the face snapshot image is associated with the person basic information;
the information record management unit 205 is configured to record the face snap image and the current cell number into a preset data set according to the history verification times and the verification threshold if the current cell does not have the current passer, where the preset data set includes an untrusted data set, a trusted data set, and a data set to be confirmed.
Preferably, the personnel information acquisition unit 201 is specifically configured to:
capturing face images of passing persons through intelligent access control equipment, and acquiring passing record information to obtain person passing information, wherein the person passing information comprises face captured images and passing record information;
and if the time difference between the face snap image and the pass record information is smaller than the time threshold, binding the face snap image and the pass record information with the current pass personnel.
Further, the method further comprises the following steps:
an information acquisition unit 206, configured to acquire a face image of a resident in a cell by using a face detection technology, and acquire a corresponding cell number at the same time, so as to generate a resident face information base;
a feature extraction unit 207, configured to perform feature extraction on a face image in the resident face information base through a preset feature extraction algorithm, so as to obtain face feature data;
the database construction unit 208 is configured to construct a preset face feature database by combining the face feature data and the cell number.
The application also provides digital community management equipment based on the intelligent access control, which comprises a processor and a memory;
the memory is used for storing the program codes and transmitting the program codes to the processor;
the processor is used for executing the digital community management method based on the intelligent access control in the method embodiment according to the instructions in the program codes.
In the several embodiments provided in this application, it should be understood that the disclosed apparatus and method may be implemented in other ways. For example, the apparatus embodiments described above are merely illustrative, e.g., the division of the units is merely a logical function division, and there may be additional divisions when actually implemented, e.g., multiple units or components may be combined or integrated into another system, or some features may be omitted or not performed. Alternatively, the coupling or direct coupling or communication connection shown or discussed with each other may be an indirect coupling or communication connection via some interfaces, devices or units, which may be in electrical, mechanical or other form.
The units described as separate units may or may not be physically separate, and units shown as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.
In addition, each functional unit in each embodiment of the present application may be integrated in one processing unit, or each unit may exist alone physically, or two or more units may be integrated in one unit. The integrated units may be implemented in hardware or in software functional units.
The integrated units, if implemented in the form of software functional units and sold or used as stand-alone products, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present application may be embodied in essence or a part contributing to the prior art or all or part of the technical solution in the form of a software product stored in a storage medium, including several instructions to execute all or part of the steps of the methods described in the embodiments of the present application by a computer device (which may be a personal computer, a server, or a network device, etc.). And the aforementioned storage medium includes: u disk, mobile hard disk, read-Only Memory (ROM), random access Memory (RandomAccess Memory, RAM), magnetic disk or optical disk, etc.
The above embodiments are merely for illustrating the technical solution of the present application, and not for limiting the same; although the present application has been described in detail with reference to the foregoing embodiments, it should be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit and scope of the corresponding technical solutions.
Claims (10)
1. A digital community management method based on intelligent access control is characterized by comprising the following steps:
acquiring personnel passing information of current passing personnel of intelligent access control equipment, wherein the personnel passing information comprises a face snap image and passing record information, and the communication record information comprises a passing verification mode, personnel passing records and a current cell number;
judging whether the current passing person is in a management platform or not in a feature matching mode according to the face snapshot image and a preset face feature library, if not, judging that the current passing person is a platform stranger, and recording the face snapshot image and the current cell number in an unreliable data set;
if the current passing person is in the management platform, judging whether the current passing person is a current community person or not based on the face snapshot image;
if not, judging whether the current passing personnel exist in the current cell based on corresponding personnel basic information in a preset platform information base, wherein the face snapshot image is associated with the personnel basic information;
if the current passing personnel do not exist in the current cell, recording the face snap image and the current cell number into a preset data set according to historical verification times and a verification threshold, wherein the preset data set comprises the unreliable data set, the reliable data set and the data set to be confirmed.
2. The digital community management method based on intelligent entrance guard according to claim 1, wherein the step of obtaining personnel passing information of current passing personnel of the intelligent entrance guard equipment, wherein the personnel passing information comprises a face snap image and passing record information, and the communication record information comprises a passing verification mode, personnel passing record and current cell number, and comprises the steps of:
capturing face images of passing persons through intelligent access control equipment, and acquiring passing record information to obtain person passing information, wherein the person passing information comprises the face captured images and the passing record information;
and if the time difference between the face snap image and the pass record information is smaller than a time threshold, binding the face snap image and the pass record information with current passing personnel.
3. The digital community management method based on intelligent entrance guard according to claim 1, wherein the step of judging whether the current passing person is in a management platform according to the face snap image and a preset face feature library in a feature matching manner, if not, judging that the current passing person is a platform stranger, and recording the face snap image and the current cell number in an unreliable data set, further comprises the steps of:
acquiring face images of residents in a cell by adopting a face detection technology, and simultaneously acquiring corresponding cell numbers to generate a resident face information base;
extracting the characteristics of the face images in the resident face information base through a preset characteristic extraction algorithm to obtain face characteristic data;
and constructing a preset face feature library by combining the face feature data and the cell numbers.
4. The digital community management method based on intelligent entrance guard according to claim 1, wherein if the current passing person does not exist in the current community, recording the face snap image and the current community number into a preset data set according to a historical verification number and a verification threshold value, and further comprising:
and carrying out image updating and cell number updating on the preset face feature library based on the preset data set to obtain an updated face feature library.
5. The digital community management method based on intelligent entrance guard according to claim 1, wherein if the current passing person does not exist in the current community, recording the face snap image and the current community number into a preset data set according to a historical verification number and a verification threshold value, and further comprising:
and carrying out information improvement on the preset platform information base and the preset face feature base according to the trusted data set to obtain an improved platform information base and an improved face feature base.
6. The digital community management method based on intelligent entrance guard according to claim 1, wherein if the current passing person does not exist in the current community, recording the face snap image and the current community number into a preset data set according to a historical verification number and a verification threshold value, and further comprising:
acquiring historical lease information of the current passing personnel from the preset platform information base;
and if the historical lease information is a bad record, sending the historical lease information to a current owner of the current cell for reminding the current owner of avoiding risks.
7. Digital community management device based on intelligent entrance guard, characterized by comprising:
the personnel information acquisition unit is used for acquiring personnel passing information of current passing personnel of the intelligent access control equipment, wherein the personnel passing information comprises a face snap image and passing record information, and the communication record information comprises a passing verification mode, personnel passing records and a current cell number;
the platform face verification unit is used for judging whether the current passing person is in the management platform or not in a feature matching mode according to the face snap image and a preset face feature library, if not, judging that the current passing person is a platform stranger, and recording the face snap image and the current cell number in an unreliable data set;
the district face verification unit is used for judging whether the current passing person is a current district person or not based on the face snap image if the current passing person is in the management platform;
the cell information verification unit is used for judging whether the current passing personnel exist in the current cell or not based on corresponding personnel basic information in a preset platform information base if not, and the face snapshot image is associated with the personnel basic information;
and the information record management unit is used for recording the face snap image and the current cell number into a preset data set according to the historical verification times and the verification threshold value if the current passing personnel do not exist in the current cell, wherein the preset data set comprises the unreliable data set, the trusted data set and the data set to be confirmed.
8. The digital community management device based on intelligent entrance guard according to claim 7, wherein the personnel information acquisition unit is specifically configured to:
capturing face images of passing persons through intelligent access control equipment, and acquiring passing record information to obtain person passing information, wherein the person passing information comprises the face captured images and the passing record information;
and if the time difference between the face snap image and the pass record information is smaller than a time threshold, binding the face snap image and the pass record information with current passing personnel.
9. The intelligent access control-based digital community management device of claim 7, further comprising:
the information acquisition unit is used for acquiring face images of residents in the cell by adopting a face detection technology, and simultaneously acquiring corresponding cell numbers to generate a resident face information base;
the feature extraction unit is used for extracting features of face images in the resident face information base through a preset feature extraction algorithm to obtain face feature data;
the database construction unit is used for constructing a preset face feature library by combining the face feature data and the cell numbers.
10. A digital community management device based on intelligent access control, which is characterized by comprising a processor and a memory;
the memory is used for storing program codes and transmitting the program codes to the processor;
the processor is configured to execute the intelligent access control-based digital community management method according to the instructions in the program code.
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| CN202311790913.3A CN117765593A (en) | 2023-12-22 | 2023-12-22 | Digital community management method, device and equipment based on intelligent access control |
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