Intelligent management platform and management method of automatic camera integrated machine

By designing an intelligent management platform, the problem of insufficient data security and high operation and maintenance costs of automatic photo-taking machines in public spaces has been solved, and data security has been improved and operation and maintenance costs have been reduced.

CN118803415BActive Publication Date: 2025-02-14GUANGZHOU PARAMETERS INFORMATION & TECH CO LTD
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Patent Information

Application Number
CN202411059240.9
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2024-08-03
Publication Date
2025-02-14
Estimated Expiration
2044-08-03

AI Technical Summary

Technical Problem

The existing automatic photo-taking machine has insufficient data security in public spaces and high labor costs for operation and maintenance, and lacks an effective intelligent management system.

Method used

An intelligent management platform was designed, including equipment monitoring module, photo management module, user management module, data analysis module and remote control module to realize real-time monitoring, adaptive photo parameter setting, user information recording, business operation report generation and remote control .

Benefits of technology

Through this intelligent management platform, the data security of the automatic photo-taking machine is improved, the labor cost of operation and maintenance is reduced, and the utilization rate and user experience of equipment are improved.

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Abstract

The present application relates to the technical field of photographing equipment, and discloses an intelligent management platform and management method of an automatic all-in-one photographing machine, the platform includes an equipment monitoring module, a photographing management module, a user management module, a data analysis module and a remote control module, and the management method corresponds to the platform. In the present application, real-time monitoring, alarm and mode switching are realized through the equipment monitoring module, adaptive photographing parameter setting and centralized storage are realized through the photographing management module, user usage information is recorded through the user management module, the usage frequency and user usage information are analyzed through the data analysis module and business operation reports are generated, and the automatic all-in-one photographing machine is remotely controlled through the remote control module, thereby improving the data security of the automatic all-in-one photographing machine and reducing its operation and maintenance labor costs, and finally realizing the intelligent management of the automatic all-in-one photographing machine.
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Description

[0001] The present application relates to the technical field of photographing equipment, and specifically to an intelligent management platform and management method of an automatic all-in-one photographing machine. Background Art

[0002] With the rapid development of imaging technology, automatic control technology, network communication technology and user interaction technology, automatic camera all-in-one machines have emerged.

[0003] The automatic camera is designed to provide users with convenient, efficient and personalized photography services. Its appearance in public spaces such as shopping malls, scenic spots, photo studios, etc. has an impact on the security of data in the automatic camera. Therefore, it is necessary to study the data security issues of automatic camera set up in public spaces.

[0004] In order to improve the utilization rate of automatic camera all-in-one machines, they are mostly set up in a larger geographical space in a decentralized manner, which brings about the problem of high manpower demand in operation and maintenance. In order to effectively reduce the manpower cost of operation and maintenance, it is necessary to study a management platform suitable for automatic camera all-in-one machines.

[0005] In summary, the prior art urgently needs an intelligent management system and intelligent method suitable for automatic camera-mounted integrated machines that can improve their data security and reduce their operation and maintenance labor costs. Summary of the invention

[0006] The purpose of this application is to provide an intelligent management platform and management method for an automatic camera-taking machine to solve the technical problems raised in the above-mentioned background technology.

[0007] To achieve the above objectives, this application discloses the following technical solutions:

[0008] In a first aspect, the present application discloses an intelligent management platform for an automatic camera-mounted integrated machine, wherein the automatic camera-mounted integrated machine is provided with a sleep mode and a working mode, and the management platform comprises:

[0009] An equipment monitoring module, wherein the equipment monitoring module is configured to: monitor the operating status of the automatic camera integrated machine in real time and realize the conversion between the sleep mode and the working mode, and generate an alarm when an abnormality occurs in the automatic camera integrated machine;

[0010] A photo management module, wherein the photo management module is configured to: perform adaptive photo parameter settings and centrally store photos;

[0011] A user management module, wherein the user management module is configured to record user usage information;

[0012] A data analysis module, wherein the data analysis module is configured to: analyze the usage frequency of the automatic camera and user usage information, and generate a business operation report;

[0013] A remote control module is configured to remotely control the automatic camera.

[0014] Preferably, the automatic camera is provided with a monitoring device;

[0015] The real-time monitoring of the operating status of the automatic camera integrated machine and the switching between the sleep mode and the working mode specifically include the following steps:

[0016] A1: The monitoring device is used to determine whether a user has entered the photo-taking state, and if so, step A2 is executed, otherwise step A3 is executed; wherein, when the monitoring device captures the same face information entering the monitoring range and the residence time is greater than or equal to the preset residence time threshold, it is determined that a user has entered the photo-taking state, otherwise step A1 is repeatedly executed; the monitoring device is also used to generate monitoring video data;

[0017] A2: the automatic camera-mounted integrated machine enters the working mode, wakes up the working equipment, and collects the real-time voltage and real-time current of the working equipment; when the photo-taking task is completed and the monitoring device determines that no user enters the photo-taking state, the automatic camera-mounted integrated machine enters the sleep mode and executes step A3; wherein the working equipment includes a camera, a lighting device, a touch display screen, a printing device, a photo sensor group and a voice prompt device and corresponding voltage sensors and current sensors;

[0018] A3: The automatic camera all-in-one machine enters the sleep mode, sleeps the working device, and the sleep device continues to run from steps A1 to A3, and collects the real-time voltage and real-time current of the sleep device; wherein, the sleep device includes a processor, a storage device, a network device and corresponding voltage sensors and current sensors.

[0019] Preferably, an automatic camera integrated machine alarm database is preset, and the automatic camera integrated machine alarm database stores the working voltage and working current corresponding to the working device and the sleeping device;

[0020] The method of alarming when an abnormality occurs in the automatic camera integrated machine specifically includes the following steps:

[0021] B1: receiving the monitoring video data, the real-time voltage and real-time current of the working device, and the real-time voltage and real-time current of the sleeping device;

[0022] B2: Use the automatic camera alarm database to verify the real-time voltage and real-time current of the working equipment and the real-time voltage and real-time current of the sleeping equipment. When any one or more of the voltage abnormality and current abnormality occur, an alarm is issued to the administrator, and the corresponding monitoring video data when any one or more of the voltage abnormality and current abnormality occur is sent to the administrator.

[0023] Preferably, a photographing parameter library is preset, wherein the photographing parameter library stores photographing parameters under different photographing standards, wherein the photographing parameters include shutter speed parameters, aperture value parameters, sensitivity parameters, focal length parameters, white balance parameters, exposure compensation parameters, and corresponding light intensity parameters and color temperature parameters;

[0024] The self-adaptive camera parameter setting specifically includes the following steps:

[0025] C1: using the photo sensor group to obtain current light intensity data and current color temperature data of the photo;

[0026] C2: Get the current photo standard selected by the user;

[0027] C3: calling the photographing parameters corresponding to the current photographing standard in the photographing parameter library, and completing the photographing parameter setting of the camera using the obtained photographing parameters;

[0028] C4: Compare the corresponding light intensity parameters and color temperature parameters in the photographing parameters with the current light intensity data and the current color temperature data, and use the lighting device to perform light intensity compensation and color temperature compensation.

[0029] Preferably, the centralized storage of photos specifically includes:

[0030] The centralized storage includes local storage and cloud storage, and performing the local storage and the cloud storage includes the following steps:

[0031] D1: Obtaining the real-time storage space utilization of the storage device;

[0032] D2: preset an upper limit of storage space utilization, and when the real-time storage space utilization is greater than or equal to the upper limit of storage space utilization, execute step D3, otherwise repeat steps D1-D2;

[0033] D3: Obtain the shooting time corresponding to the photo, and preferentially transmit the photos with a longer local storage time to the cloud for cloud storage, and delete them locally until the real-time storage space utilization is less than the storage space utilization upper limit.

[0034] Preferably, the user usage information includes basic personal information, account information, usage time, usage location, photo standard selection, number of photos taken, photo printing or downloading status and user feedback.

[0035] Preferably, the analysis of the usage frequency and user usage information of the automatic camera integrated machine specifically includes:

[0036] Analyzing the usage frequency of the automatic camera includes the following steps:

[0037] D11: Obtain the usage frequency of the automatic camera in a preset supervision period;

[0038] D12: preset a lower limit of the usage frequency, when the usage frequency is less than or equal to the lower limit of the usage frequency, an alarm is issued to the administrator;

[0039] Analyzing user usage information includes the following steps:

[0040] D21: Acquire multiple photographing standard selections by the same user and perform repetition detection. When the repetition of the selected photographing standard is greater than or equal to a preset photographing standard repetition lower limit, store the photographing standard in the personal basic information of the user;

[0041] D22: Acquire multiple user feedbacks from multiple users and perform repetition detection. When the repetition of user feedback of the same type is greater than or equal to a preset user feedback repetition lower limit, send the user feedback of this type to the administrator.

[0042] Preferably, the business operation report generated in the business operation report includes: equipment usage frequency statistics for characterizing the number of times each device is used, photography standard usage distribution for characterizing the proportion of different photography standards used, peak usage time period for characterizing the frequency distribution of users using the automatic camera integrated machine, revenue data recording total revenue, and equipment failure reports recording the number of equipment failures, types and repair time.

[0043] Preferably, the remote control of the automatic camera integrated machine specifically comprises the following steps:

[0044] E1: when it is determined that a user has entered the photographing state, real-time monitoring video data and the corresponding operating state of the automatic photographing integrated machine are obtained, where the operating state includes a normal operating mode and an abnormal operating mode;

[0045] E2: When the operating state is the normal operating mode, repeat step E1; when the operating state is the abnormal operating mode, alert the administrator and execute step E3;

[0046] E3: The administrator receives the alarm information and the corresponding real-time surveillance video data, and determines whether the user behavior appearing in the surveillance video poses a security threat. If so, step E4 is executed, otherwise communication is established with the user through the voice prompt device;

[0047] E4: The administrator remotely locks the automatic camera and warns the user appearing in the surveillance video through the voice prompt device.

[0048] In a second aspect, the present application discloses an intelligent management method for an automatic camera integrated machine, which is applicable to the intelligent management platform of the automatic camera integrated machine as described above, and the management method includes:

[0049] S1: monitor the running status of the automatic camera in real time and realize the conversion between sleep mode and working mode, and alarm when the automatic camera is abnormal;

[0050] S2: Setting adaptive photo taking parameters and centrally storing photos;

[0051] S3: record user usage information;

[0052] S4: Analyze the usage frequency and user usage information of the automatic camera machine and generate a business operation report;

[0053] S5: Remotely control the automatic camera.

[0054] Beneficial effects: The intelligent management platform and management method of the automatic all-in-one camera of the present application realize real-time monitoring, alarm and mode switching through the equipment monitoring module, realize adaptive camera parameter setting and centralized storage through the camera management module, record user usage information through the user management module, analyze usage frequency and user usage information and generate business operation reports through the data analysis module, and remotely control the automatic all-in-one camera through the remote control module, thereby improving the data security of the automatic all-in-one camera and reducing its operation and maintenance manpower costs. BRIEF DESCRIPTION OF THE DRAWINGS

[0055] In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present application. For those skilled in the art, other drawings can be obtained based on these drawings without paying any creative work.

[0056] Figure 1 A schematic block diagram of an intelligent management platform for an automatic camera-taking machine provided in an embodiment of the present application;

[0057] Figure 2A flowchart of the intelligent management method of the automatic camera-mounted integrated machine provided in the embodiment of the present application. DETAILED DESCRIPTION

[0058] The technical solutions in the embodiments of the present application are described clearly and completely below. Obviously, the described embodiments are only part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present application.

[0059] In this article, the term "comprising" is intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements includes not only those elements, but also includes other elements not explicitly listed, or also includes elements inherent to such process, method, article or device. In the absence of more restrictions, the elements defined by the sentence "comprising..." do not exclude the presence of other identical elements in the process, method, article or device including the elements.

[0060] The first aspect of this embodiment discloses Figure 1 An intelligent management platform of an automatic camera-mounted integrated machine is shown, and the automatic camera-mounted integrated machine is provided with a sleep mode and a working mode. The management platform includes:

[0061] The equipment monitoring module is configured to: monitor the operating status of the automatic camera in real time and realize the conversion between the sleep mode and the working mode, and alarm when the automatic camera is abnormal;

[0062] A photo management module, the photo management module is configured to: perform adaptive photo parameter settings and centrally store photos;

[0063] A user management module, the user management module is configured to record user usage information;

[0064] Data analysis module, the data analysis module is configured to: analyze the usage frequency and user usage information of the automatic camera integrated machine, and generate a business operation report;

[0065] A remote control module is configured to remotely control the automatic camera.

[0066] Real-time monitoring, alarm and mode switching are achieved through the equipment monitoring module, adaptive photography parameter settings and centralized storage are achieved through the photography management module, user usage information is recorded through the user management module, usage frequency and user usage information are analyzed through the data analysis module and business operation reports are generated, and the automatic photography all-in-one machine is remotely controlled through the remote control module, thereby improving the data security of the automatic photography all-in-one machine and reducing its operation and maintenance labor costs.

[0067] Specifically, the automatic camera integrated machine is provided with a monitoring device;

[0068] Real-time monitoring of the operating status of the automatic camera all-in-one machine and the switching between the sleep mode and the working mode are implemented, specifically including the following steps:

[0069] A1: The monitoring device is used to determine whether a user has entered the photo taking state, if yes, then execute step A2, otherwise execute step A3; wherein, when the monitoring device captures the same face information entering the monitoring range and the residence time is greater than or equal to the preset residence time threshold, it is determined that a user has entered the photo taking state, otherwise, repeat the step A1; the monitoring device is also used to generate monitoring video data; it should be noted that the analysis of face information in this embodiment can be any one of the existing face recognition technologies;

[0070] A2: The automatic camera-taking machine enters the working mode, wakes up the working equipment, and collects the real-time voltage and real-time current of the working equipment; when the photo-taking task is completed and the monitoring device determines that no user has entered the photo-taking state, the automatic camera-taking machine enters the sleep mode and executes step A3; wherein the working equipment includes a camera for taking photos, a lighting device for compensating light intensity and color temperature, a touch display screen for human-computer interaction, a printing device for printing photos, a photo sensor group for collecting photo-taking environment data, and a voice prompt device for guiding the user or making a voice warning and corresponding voltage sensors and current sensors;

[0071] A3: The automatic camera enters sleep mode, the working device is put into sleep mode, the sleep device continues to run from step A1 to step A3, and collects the real-time voltage and real-time current of the sleep device; wherein the sleep device includes a processor, a storage device, a network device and corresponding voltage sensors and current sensors.

[0072] By judging whether a user has entered the photo-taking state, mode switching is achieved, thereby effectively reducing the energy consumption of the automatic photo-taking machine and achieving the technical effect of extending the service life of the automatic photo-taking machine, effectively reducing the degree of human intervention in the operation and maintenance of the automatic photo-taking machine, and effectively reducing labor costs.

[0073] Specifically, an automatic camera integrated machine alarm database is preset, and the automatic camera integrated machine alarm database stores the working voltage and working current corresponding to the working device and the dormant device;

[0074] When the automatic camera all-in-one machine is abnormal, an alarm is issued, which specifically includes the following steps:

[0075] B1: Receive monitoring video data, real-time voltage and current of working equipment, and real-time voltage and current of sleeping equipment;

[0076] B2: Use the automatic camera alarm database to verify the real-time voltage and real-time current of the working equipment and the real-time voltage and real-time current of the sleeping equipment. When any one or more of the voltage abnormality and current abnormality occur, an alarm is issued to the administrator, and the corresponding monitoring video data when any one or more of the voltage abnormality and current abnormality occur is sent to the administrator.

[0077] By monitoring the real-time voltage and current, the automatic camera can be remotely supervised, effectively reducing the operation and maintenance manpower costs.

[0078] Specifically, a photographing parameter library is preset, and the photographing parameter library stores photographing parameters under different photographing standards, and the photographing parameters include shutter speed parameters, aperture value parameters, sensitivity parameters, focal length parameters, white balance parameters and exposure compensation parameters and corresponding light intensity parameters and color temperature parameters;

[0079] The adaptive camera parameter settings include the following steps:

[0080] C1: Use the photo sensor group to obtain the current light intensity data and current color temperature data of the photo;

[0081] C2: Get the current photo standard selected by the user;

[0082] C3: calling the photographing parameters corresponding to the current photographing standard in the photographing parameter library, and using the obtained photographing parameters to complete the photographing parameter setting of the camera;

[0083] C4: Compare the corresponding light intensity parameters and color temperature parameters in the photographing parameters with the current light intensity data and the current color temperature data, and use lighting equipment to perform light intensity compensation and color temperature compensation.

[0084] The photo quality is improved by adaptive camera parameter settings, thereby enhancing the user's sense of use and experience.

[0085] Specifically, the photos are stored centrally, including:

[0086] Centralized storage includes local storage and cloud storage. Local storage and cloud storage include the following steps:

[0087] D1: Obtain the real-time storage space utilization of the storage device;

[0088] D2: preset the upper limit of storage space utilization, and execute step D3 when the real-time storage space utilization is greater than or equal to the upper limit of storage space utilization, otherwise repeat steps D1-D2;

[0089] D3: Obtain the shooting time corresponding to the photos, and preferentially transfer the photos that have been stored locally for a longer time to the cloud for cloud storage, and delete them locally until the real-time storage space utilization is less than the storage space utilization upper limit.

[0090] By centrally storing photos, the utilization rate of local storage devices is effectively improved. At the same time, storing photos in the cloud also improves the data security of the automatic photo-taking machine.

[0091] Specifically, user usage information includes personal basic information, account information, usage time, usage location, photo standard selection, number of photos taken, photo printing or downloading status and user feedback.

[0092] Specifically, the usage frequency and user usage information of the automatic camera integrated machine are analyzed, including:

[0093] Analyzing the usage frequency of the automatic camera includes the following steps:

[0094] D11: Obtain the usage frequency of the automatic camera in a preset supervision period;

[0095] D12: a preset lower limit of the frequency of use, when the frequency of use is less than or equal to the lower limit of the frequency of use, an alarm is issued to the administrator; it should be noted that in this embodiment, when the frequency of use is less than or equal to the lower limit of the frequency of use, an alarm is issued to the administrator to remind the administrator to rearrange the location of the automatic camera or to increase the frequency of use through activities;

[0096] Analyzing user usage information includes the following steps:

[0097] D21: Acquire multiple photographing standard selections of the same user and perform repetition detection. When the repetition of the selected photographing standard is greater than or equal to the preset photographing standard repetition lower limit, store the photographing standard in the user's personal basic information;

[0098] D22: Obtain multiple user feedbacks from multiple users and perform repetition detection. When the repetition of the same type of user feedback is greater than or equal to the preset lower limit of user feedback repetition, send this type of user feedback to the administrator. Improve user satisfaction by analyzing user usage records, and autonomous and intelligent analysis reduces human intervention in the operation and maintenance process, further reducing the labor cost of operation and maintenance.

[0099] Specifically, the business operation reports generated in the business operation report include: equipment usage frequency statistics for characterizing the number of times each device is used, photography standard usage distribution for characterizing the usage proportion of different photography standards, peak usage time periods for characterizing the frequency distribution of users' use of automatic camera all-in-one machines, revenue data for recording total revenue, and equipment failure reports for recording the number, type and repair time of equipment failures.

[0100] Specifically, remotely controlling the automatic camera integrated machine includes the following steps:

[0101] E1: When it is determined that a user has entered the photo taking state, real-time monitoring video data and the corresponding operating state of the automatic photo taking machine are obtained, and the operating state includes a normal working mode and an abnormal working mode;

[0102] E2: When the operation status is a normal working mode, repeat step E1; when the operation status is an abnormal working mode, alert the administrator and execute step E3;

[0103] E3: The administrator receives the alarm information and the corresponding real-time surveillance video data, and determines whether the user behavior appearing in the surveillance video poses a security threat. If so, step E4 is executed, otherwise communication is established with the user through the voice prompt device;

[0104] E4: The administrator remotely locks the automatic camera and warns the user who appears in the surveillance video through a voice prompt device.

[0105] By judging user behavior, the automatic camera can be remotely locked, which improves its data security. The security of the device hardware is further guaranteed through warnings from the voice prompt device.

[0106] The second aspect of this embodiment discloses Figure 2 An intelligent management method of an automatic camera integrated machine is shown, and the method is applicable to the intelligent management platform of the automatic camera integrated machine as above, and the management method includes:

[0107] S1: monitor the running status of the automatic camera in real time and realize the conversion between sleep mode and working mode, and alarm when the automatic camera is abnormal;

[0108] S2: Setting adaptive photo taking parameters and centrally storing photos;

[0109] S3: record user usage information;

[0110] S4: Analyze the usage frequency and user usage information of the automatic camera machine and generate a business operation report;

[0111] S5: Remotely control the automatic camera.

[0112] In summary, the intelligent management platform and management method of the automatic all-in-one camera in this embodiment realize real-time monitoring, alarm and mode switching through the equipment monitoring module, realize adaptive camera parameter setting and centralized storage through the camera management module, record user usage information through the user management module, analyze usage frequency and user usage information and generate business operation reports through the data analysis module, and remotely control the automatic all-in-one camera through the remote control module, thereby improving the data security of the automatic all-in-one camera and reducing its operation and maintenance manpower cost.

[0113] In the embodiments provided in the present application, it should be understood that the embodiments described herein can be implemented in hardware, software, firmware, middleware, code or any appropriate combination thereof. For hardware implementation, the processor can be implemented in one or more of the following units: application specific integrated circuit (ASIC), digital signal processor (DSP), digital signal processing device (DSPD), programmable logic device (PLD), field programmable gate array (FPGA), processor, controller, microcontroller, microprocessor, other electronic units designed to implement the functions described herein or their combination. For software implementation, part or all of the flow of the embodiment can be completed by instructing the relevant hardware through a computer program. When implemented, the above program can be stored in a computer-readable storage medium or transmitted as one or more instructions or codes on a computer-readable storage medium. Computer-readable storage media include computer storage media and communication media, wherein the communication medium includes any medium that is convenient for transmitting a computer program from one place to another. The storage medium can be any available medium that a computer can access. The computer-readable storage medium can include but is not limited to RAM, ROM, EEPROM, CD-ROM or other optical disk storage, disk storage medium or other magnetic storage device, or any other medium that can be used to carry or store the desired program code in the form of an instruction or data structure and can be accessed by a computer.

[0114] Finally, it should be noted that the above is only a preferred embodiment of the present application and is not intended to limit the present application. Although the present application has been described in detail with reference to the aforementioned embodiments, it is still possible for those skilled in the art to modify the technical solutions described in the aforementioned embodiments or to make equivalent substitutions for some of the technical features therein. Any modifications, equivalent substitutions, improvements, etc. made within the spirit and principles of the present application shall be included in the protection scope of the present application.

Claims

1. An intelligent management platform for an automatic camera-mounted integrated machine, the automatic camera-mounted integrated machine is provided with a sleep mode and a working mode, characterized in that: The management platform includes: An equipment monitoring module, wherein the equipment monitoring module is configured to: monitor the operating status of the automatic camera integrated machine in real time and realize the conversion between the sleep mode and the working mode, and generate an alarm when an abnormality occurs in the automatic camera integrated machine; A photo management module, wherein the photo management module is configured to: perform adaptive photo parameter settings and centrally store photos; A user management module, wherein the user management module is configured to record user usage information; A data analysis module, wherein the data analysis module is configured to: analyze the usage frequency of the automatic camera and user usage information, and generate a business operation report; A remote control module, wherein the remote control module is configured to remotely control the automatic camera; The automatic camera is provided with a monitoring device; The real-time monitoring of the operating status of the automatic camera integrated machine and the switching between the sleep mode and the working mode specifically include the following steps: A1: The monitoring device is used to determine whether a user has entered the photo-taking state, and if so, step A2 is executed, otherwise step A3 is executed; wherein, when the monitoring device captures the same face information entering the monitoring range and the residence time is greater than or equal to the preset residence time threshold, it is determined that a user has entered the photo-taking state, otherwise step A1 is repeatedly executed; the monitoring device is also used to generate monitoring video data; A2: the automatic camera-mounted integrated machine enters the working mode, wakes up the working equipment, and collects the real-time voltage and real-time current of the working equipment; when the photo-taking task is completed and the monitoring device determines that no user enters the photo-taking state, the automatic camera-mounted integrated machine enters the sleep mode and executes step A3; wherein the working equipment includes a camera, a lighting device, a touch display screen, a printing device, a photo sensor group and a voice prompt device and corresponding voltage sensors and current sensors; A3: the automatic camera all-in-one machine enters the sleep mode, sleeps the working device, the sleep device continues to run from steps A1 to A3, and collects the real-time voltage and real-time current of the sleep device; wherein the sleep device includes a processor, a storage device and a network device and corresponding voltage sensors and current sensors; A preset automatic camera all-in-one machine alarm database is provided, wherein the automatic camera all-in-one machine alarm database stores the working voltage and the working current corresponding to the working device and the sleeping device; The method of alarming when an abnormality occurs in the automatic camera integrated machine specifically includes the following steps: B1: receiving the monitoring video data, the real-time voltage and real-time current of the working device, and the real-time voltage and real-time current of the sleeping device; B2: Use the automatic camera alarm database to verify the real-time voltage and real-time current of the working equipment and the real-time voltage and real-time current of the sleeping equipment. When any one or more of the voltage abnormality and current abnormality occur, an alarm is issued to the administrator, and the corresponding monitoring video data when any one or more of the voltage abnormality and current abnormality occur is sent to the administrator.

2. The intelligent management platform of the automatic camera-taking machine according to claim 1, characterized in that: A preset photographing parameter library, wherein the photographing parameter library stores photographing parameters under different photographing standards, wherein the photographing parameters include shutter speed parameters, aperture value parameters, sensitivity parameters, focal length parameters, white balance parameters, exposure compensation parameters, and corresponding light intensity parameters and color temperature parameters; The self-adaptive camera parameter setting specifically includes the following steps: C1: using the photo sensor group to obtain current light intensity data and current color temperature data of the photo; C2: Get the current photo standard selected by the user; C3: calling the photographing parameters corresponding to the current photographing standard in the photographing parameter library, and completing the photographing parameter setting of the camera using the obtained photographing parameters; C4: Compare the corresponding light intensity parameters and color temperature parameters in the photographing parameters with the current light intensity data and the current color temperature data, and use the lighting device to perform light intensity compensation and color temperature compensation.

3. The intelligent management platform of the automatic camera-taking machine according to claim 2, characterized in that: The centralized storage of photos specifically includes: The centralized storage includes local storage and cloud storage, and performing the local storage and the cloud storage includes the following steps: D1: Obtaining the real-time storage space utilization of the storage device; D2: preset an upper limit of storage space utilization, and when the real-time storage space utilization is greater than or equal to the upper limit of storage space utilization, execute step D3, otherwise repeat steps D1-D2; D3: Obtain the shooting time corresponding to the photo, and preferentially transmit the photos with a longer local storage time to the cloud for cloud storage, and delete them locally until the real-time storage space utilization is less than the storage space utilization upper limit.

4. The intelligent management platform of the automatic camera-taking machine according to claim 3, characterized in that: The user usage information includes basic personal information, account information, usage time, usage location, photo standard selection, number of photos, photo printing or downloading status and user feedback.

5. The intelligent management platform of the automatic camera-taking machine according to claim 4, characterized in that: The analysis of the usage frequency and user usage information of the automatic camera integrated machine specifically includes: Analyzing the usage frequency of the automatic camera includes the following steps: D11: Obtain the usage frequency of the automatic camera in a preset supervision period; D12: preset a lower limit of the usage frequency, when the usage frequency is less than or equal to the lower limit of the usage frequency, an alarm is issued to the administrator; Analyzing user usage information includes the following steps: D21: Acquire multiple photographing standard selections by the same user and perform repetition detection. When the repetition of the selected photographing standard is greater than or equal to a preset photographing standard repetition lower limit, store the photographing standard in the personal basic information of the user; D22: Acquire multiple user feedbacks from multiple users and perform repetition detection. When the repetition of user feedback of the same type is greater than or equal to a preset user feedback repetition lower limit, send the user feedback of this type to the administrator.

6. The intelligent management platform of the automatic camera-taking machine according to claim 5, characterized in that: The business operation report generated includes: equipment usage frequency statistics for characterizing the number of times each device is used, photography standard usage distribution for characterizing the usage proportion of different photography standards, peak usage time period for characterizing the frequency distribution of user usage of automatic camera all-in-one machines, revenue data recording total revenue, and equipment failure reports recording the number, type and repair time of equipment failures.

7. The intelligent management platform of the automatic camera-taking machine according to claim 6, characterized in that: The remote control of the automatic camera integrated machine specifically includes the following steps: E1: when it is determined that a user has entered the photographing state, real-time monitoring video data and the corresponding operating state of the automatic photographing integrated machine are obtained, where the operating state includes a normal operating mode and an abnormal operating mode; E2: When the operating state is the normal operating mode, repeat step E1; when the operating state is the abnormal operating mode, alert the administrator and execute step E3; E3: The administrator receives the alarm information and the corresponding real-time surveillance video data, and determines whether the user behavior appearing in the surveillance video poses a security threat. If so, step E4 is executed, otherwise communication is established with the user through the voice prompt device; E4: The administrator remotely locks the automatic camera integrated machine and warns the user appearing in the surveillance video through the voice prompt device.

8. An intelligent management method for an automatic camera integrated machine, the method being applicable to the intelligent management platform for the automatic camera integrated machine as claimed in any one of claims 1 to 7, characterized in that: This management approach includes: S1: monitor the running status of the automatic camera in real time and realize the conversion between sleep mode and working mode, and alarm when the automatic camera is abnormal; S2: Setting adaptive photo taking parameters and centrally storing photos; S3: record user usage information; S4: Analyze the usage frequency and user usage information of the automatic camera machine and generate a business operation report; S5: remotely control the automatic camera; The automatic camera is provided with a monitoring device; The real-time monitoring of the operating status of the automatic camera integrated machine and the switching between the sleep mode and the working mode specifically include the following steps: A1: The monitoring device is used to determine whether a user has entered the photo-taking state, and if so, step A2 is executed, otherwise step A3 is executed; wherein, when the monitoring device captures the same face information entering the monitoring range and the residence time is greater than or equal to the preset residence time threshold, it is determined that a user has entered the photo-taking state, otherwise step A1 is repeatedly executed; the monitoring device is also used to generate monitoring video data; A2: the automatic camera-mounted integrated machine enters the working mode, wakes up the working equipment, and collects the real-time voltage and real-time current of the working equipment; when the photo-taking task is completed and the monitoring device determines that no user enters the photo-taking state, the automatic camera-mounted integrated machine enters the sleep mode and executes step A3; wherein the working equipment includes a camera, a lighting device, a touch display screen, a printing device, a photo sensor group and a voice prompt device and corresponding voltage sensors and current sensors; A3: the automatic camera all-in-one machine enters the sleep mode, sleeps the working device, the sleep device continues to run from steps A1 to A3, and collects the real-time voltage and real-time current of the sleep device; wherein the sleep device includes a processor, a storage device and a network device and corresponding voltage sensors and current sensors; A preset automatic camera all-in-one machine alarm database is provided, wherein the automatic camera all-in-one machine alarm database stores the working voltage and the working current corresponding to the working device and the sleeping device; The method of alarming when an abnormality occurs in the automatic camera integrated machine specifically includes the following steps: B1: receiving the monitoring video data, the real-time voltage and real-time current of the working device, and the real-time voltage and real-time current of the sleeping device; B2: Use the automatic camera alarm database to verify the real-time voltage and real-time current of the working equipment and the real-time voltage and real-time current of the sleeping equipment. When any one or more of the voltage abnormality and current abnormality occur, an alarm is issued to the administrator, and the corresponding monitoring video data when any one or more of the voltage abnormality and current abnormality occur is sent to the administrator.

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