Community smart study system based on sharing theory

Abstract

The invention discloses a community smart study system based on a sharing theory, and relates to the technical field of smart communities, the community smart study system comprises an electronic access control, a camera module and a lamp which are arranged in a community study, and further comprises a field controller, and a field interaction module and a cloud platform which are connected with the field controller, the field controller is connected with the electronic access control, the camera module and the lamp, the camera module comprises a plurality of book access management cameras and monitoring cameras, the field interaction module comprises touch displays and an audio unit, and at least one touch display and the book access management camera are paired and close to each other. The method has the effect of reducing the operation cost of the community study.

Description

Technical Field

[0001] The present application relates to the technical field of smart communities, and in particular to a community smart study room system based on sharing theory. Background Art

[0002] Reading can help people broaden their horizons, learn new knowledge, and improve their knowledge and cultural level. In order to facilitate the public to read, relevant units have initiated and taken the lead in building community reading rooms (libraries, reading rooms) in communities, integrating reading and leisure, and providing many conveniences for community residents.

[0003] As a public welfare facility, the funds for daily management and book purchases of community libraries mainly come from relevant units. As the number of libraries increases, various expenditures increase. However, today's communities have the resources and conditions to provide assistance, so this application proposes a new technical solution. Summary of the invention

[0004] In order to reduce the operating costs of community study rooms and increase public participation, this application provides a community smart study room system based on sharing theory.

[0005] This application provides a community smart study room system based on sharing theory, which adopts the following technical solutions: A community smart study room system based on sharing theory, comprising an electronic access control, a camera module and lamps arranged in the community study room, characterized in that: it also comprises a field controller and a field interaction module and a cloud platform connected to the field controller, the field controller is connected to the electronic access control, the camera module and the lamps, the camera module comprises a plurality of book access management cameras and surveillance cameras, the field interaction module comprises a touch display and an audio unit, at least one of the touch displays is paired with a book access management camera and is located adjacent to the camera; the field controller is configured as follows: Identify the images captured by the book access management camera, obtain book information and corresponding user information, and execute the preset book access management process according to the interactive instructions of the touch display, generate user behavior records, and update the pre-established digital study room; and, Control lamps based on preset energy-saving lamp control logic; The cloud platform is configured as follows: Get user behavior records when users return books; Identify the tag bound to the user, and when the tag meets the preset book sharing query conditions, send the user a request to share the user's own book information after t1 time, and when the feedback is agreed, create a corresponding private study room file based on the feedback data; where t1 is the preset value; When any user returns a book, if the corresponding information of the user meets the preset book sharing conditions, the user's reading speed will be evaluated according to the corresponding historical user behavior records, the holding time and book information of each book in the private study archive will be traversed, and it will be determined whether the reading is completed based on the user's reading speed. If so, a sharing query for the corresponding book will be initiated.

[0006] Optionally, the cloud platform is configured as follows: Mark the user to whom the sharing query is sent, and request to obtain several user behavior records after the marked user; If the user behavior record is to return a book and there is no borrowing record for the book, a sharing confirmation prompt is sent to the touch display, and after the prompt is confirmed, placement guidance information is generated based on the preset book placement logic to update the shared file.

[0007] Optionally, the field controller is configured as follows: if there is no borrowing record for a certain book, the book name and depreciation degree are identified based on the real-time picture of the book, the standard price information is retrieved based on the book name, and the converted fee is calculated based on the depreciation degree and stored in the shared archive; The cloud platform is configured as follows: Get information about community library activities; If the activity information meets the preset sharer priority conditions, the corresponding sharing archives are traversed and recommendation data is generated based on the total value of each user's shared books.

[0008] Optionally, the field controller is configured as: Obtain the list of planned supplementary books and the purchase deadline confirmed by the designated user; If a book has no borrowing record, and the user initiates a recycling inquiry request, and the current time is before the purchase deadline of a planned supplementary book list, the touch display will display the converted fee and recycling inquiry; If the user agrees to the recycling inquiry, the current book will be stopped from being recorded in the shared archive, and the book information and converted fee will be sent to the designated user.

[0009] Optionally, the cloud platform is configured as follows: If a user has a shared archive record, the user will be assigned the permission to make the book's destination public; If a user initiates a book search request, it is determined whether the user has the public permission to the book's whereabouts. If yes, the shared book tracing process is executed; if not, each digital library is searched and the search results are sent to the user; The shared book tracing process includes: Search the shared archives and determine whether the book is a historical shared book of the user. If so, call the corresponding book entry and exit management record from the field controller and send it to the user; if not, search each digital library and send the search results to the user.

[0010] Optionally, the cloud platform is configured as follows: Obtain a list of planning supplementary books and the purchase deadline; Search the archives of each private study room on record according to the book titles in the planned supplementary book list; If the private study archive records a matching book name, the reading time is evaluated based on the corresponding user’s reading speed, the book’s holding time, and the book information; If the reading is completed before the purchase deadline, the corresponding book will be recorded as a book available through other channels; Books available from other channels are removed from the planned supplementary book list or marked as such to generate a recommended list of book purchases.

[0011] Optionally, the cloud platform is configured as follows: Count the number of books available through other channels, the corresponding users, and the time they have been held, and generate a list of alternative channels; If there are two or more users corresponding to a book that is available through other channels, a reminder will be sent to the designated users and a list of alternative channels will be sent after no recognized image record has been made within t2 after the evaluation of the completion of the reading time; t2 is a preset value.

[0012] Optionally, the field controller controls the lamp based on a preset energy-saving lamp control logic, which includes: Calculate the real-time number of people in the community study room based on the records of the electronic access control system; Identify and determine the user's location based on real-time images from surveillance cameras; If the current time matches the preset energy-saving period, the lights will be turned on and off based on the real-time number of people and the user's location.

[0013] In summary, this application includes the following beneficial technical effects: 1. After applying this system, the daily operation of the community library only needs a small number of temporary staff. The system can automatically manage the entry and exit of personnel and the borrowing and returning of books by using access control and image recognition technology. At the same time, it can also automatically manage lamps and reduce energy waste, thereby effectively reducing the operating costs of the community library; 2. When a user returns a borrowed book, the system will analyze whether it meets the book sharing conditions. If it meets the conditions, it will analyze the reading speed based on the user's historical borrowing and returning information, and then evaluate whether the reading is completed based on information such as the book holding time in the user's private library archive. After the reading is estimated to be completed, a sharing inquiry will be initiated. That is, the user's book sharing opinions can be inquired reasonably at a relatively appropriate time, and the resources of community residents can be fully utilized to reduce the operating costs of the community library. BRIEF DESCRIPTION OF THE DRAWINGS

[0014] Figure 1 It is a schematic diagram of the architecture of this application. DETAILED DESCRIPTION

[0015] The following is combined with Figure 1 This application is described in further detail.

[0016] The embodiment of the present application discloses a community smart study room system based on sharing theory.

[0017] Reference Figure 1 The community smart study room system based on sharing theory includes electronic access control, camera module, lamps, field controller, field interaction module and cloud platform. Among them, the electronic access control is installed at the entrance and exit of the electronic access control. The electronic access control should include a gate, which can be used together with the face recognition module. This is an existing technology and will not be repeated here. The electronic access control is wirelessly connected to the field controller. The lamps include energy-saving lamps and adapted intelligent control boxes. The control box is connected to the field controller through wired / wireless connection to carry out intelligent energy-saving control.

[0018] The on-site controller includes a control host, which is also connected to the on-site interaction module through a wireless network, connected to the camera module through a video capture card, and connected to the cloud platform through a wireless network. The on-site interaction module includes a touch display (reference tablet) and an audio unit (such as a Bluetooth speaker). The touch display is used for staff and residents who borrow books, and the audio unit can be used to play music, etc. The camera module includes multiple book entry and exit management cameras and surveillance cameras. The two cameras are adaptively installed and arranged in the community study room. It should be noted that at least one touch display is paired with the book entry and exit management camera and is located adjacent to it. For example, the touch display is installed on a bracket placed on a table, and the book entry and exit management camera is located on the side and above the touch display, and facing the front of the table. When the user operates the touch display, according to the prompts, etc., the book entry and exit management camera is used to collect faces and book images.

[0019] In this embodiment, the field controller is configured as follows: Identify the images captured by the book access management camera, obtain book information and corresponding user information, and execute the preset book access management process according to the interactive instructions of the touch display, generate user behavior records, and update the pre-established digital study room; and, Control lamps based on preset energy-saving lamp control logic.

[0020] According to the above content, after applying this system, the daily operation of the community library only needs to arrange a small number of temporary staff. The system can use access control, image recognition technology and other technologies to automatically manage personnel entry and exit and book borrowing and returning. At the same time, it can also automatically manage lamps and reduce energy waste, thereby effectively reducing the operating costs of the community library.

[0021] Furthermore, the cloud platform is configured as follows: 1) Obtain user behavior records when users return books.

[0022] It is understandable that when returning books or borrowing books, the user's (referring to: resident) operations on the touch display are different, so the on-site controller can determine whether the book is being returned or borrowed based on the user's operating behavior.

[0023] 2) Identify the tags bound to the user, and when the tags meet the preset book sharing query conditions, send a request to share the user's own book information after t1 time, and when the feedback is agreement, establish the corresponding private study room file based on the feedback data.

[0024] For the program, in order to identify users, each user has his or her own ID after registration and login, and his or her interactions with the system will be recorded. By analyzing the records, corresponding identification tags can be attached to the user (which can be considered as generating a user portrait). An example of a tag is: the user is a newly registered user and has no book sharing inquiry record; this tag is considered to meet the book sharing inquiry conditions.

[0025] The above t1 is a preset value. If the behavior occurs in the morning, it is 8 hours; if the behavior occurs in the afternoon, it is 4 hours. The reason why the inquiry is not conducted on site is that the user may come to read, which affects his experience; and if the user agrees after the inquiry, the user needs to upload the book information (such as the title), but at this time, because he is not at home, it may not be possible to upload it accurately and comprehensively.

[0026] Examples of information sending methods: sending via SMS, sending via application prompts of a mobile app client developed corresponding to the system.

[0027] According to the above example, the feedback can be in the form of text message feedback or feedback within the app client; the feedback data includes: the selection of agreed items and the filling results of the preset book list template.

[0028] It should be noted that the book list template should preferably have a column for the purchase time of the book to facilitate subsequent analysis; otherwise, the default date is filled in as the purchase time. The private library archive is the summary data of the books privately held by the user, including current holdings, historical holdings but loaned / sold. This data can be opened to users for access and call permissions, allowing users to manage their own books more clearly and conveniently.

[0029] 3) When any user returns a book, if the corresponding information of the user meets the preset book sharing conditions, the condition example is: not a newly registered user, and the record shows that there is a private study archive, then the user's reading speed is evaluated according to the corresponding historical user behavior record, and the holding time and book information of each book in the private study archive are traversed. And it is judged whether the reading is completed based on the user's reading speed. If so, a sharing inquiry for the corresponding book is initiated.

[0030] The user's reading speed is evaluated according to the corresponding historical user behavior records. For example, user A's historical data shows that he has borrowed 3 books in the past six months. The first book was returned one month later and the second book was borrowed. The second book was returned three months later and the third book was borrowed. The third book was returned two months later. The number of pages of the first book / the time interval between borrowing and returning the first book = speed one. Similarly, speed two and speed three are calculated, and the average of the three speeds is taken as the reading speed.

[0031] The above traverses the holding time and book information of each book in the private study archive, and determines whether the reading is completed based on the user's reading speed, that is: calculate the holding time of each book, determine how many pages there are based on the book name on the Internet, and obtain the reading volume by time * reading speed. Compare the reading volume and the number of pages corresponding to the book. If the relationship is greater than, it is determined that the reading is completed. It should be noted here that if multiple books are purchased at the same time, the completion time of the book with the longest estimated reading time shall prevail. In addition, for the same book, after one inquiry, at least two book borrowing behaviors or three months should be separated to inquire again to avoid users from getting bored.

[0032] According to the above content, when a user returns a borrowed book, this system will analyze whether it meets the book sharing conditions. If it meets the conditions, it will analyze the reading speed based on the user's historical borrowing and returning information, and then evaluate whether the reading is completed based on information such as the book holding time in the user's private study archive. After the reading is estimated to be completed, a sharing inquiry will be initiated. That is, the user's book sharing opinions can be inquired reasonably at a relatively appropriate time, and the resources of community residents can be fully utilized to reduce the operating costs of the community study.

[0033] In this application, the above-mentioned images captured by the book access management camera are identified to obtain book information and corresponding user information, and the preset book access management process is executed according to the interactive instructions of the touch display, the user behavior record is generated, and the pre-established digital study room is updated. Specifically: When a user needs to register a borrowed book, he presses the borrow button on the touch display, and a prompt pops up on the touch display: the user should face the camera first, then pick up the book and face the camera; the collected face and book image are subjected to face recognition and OCR recognition respectively to obtain user information and book name, and bind the real-time time to generate a behavior record to complete the loan management.

[0034] When a user needs to register a returned book, he presses the return button on the touch display, and the user information and book name are obtained in the same way as above, and the user is prompted where the book is placed, a behavior record is generated, and the real-time time is bound to complete the management.

[0035] The pre-established digital library is updated accordingly when books are borrowed or returned. The digital library can be a three-dimensional model of the current community library, with models corresponding to the books placed in the model, and each model is bound to the name of the book; it can also be a simple book list, and the data in the list is classified according to categories and fields.

[0036] Based on the above, the cloud platform configuration is: Mark the user to whom the sharing query is sent, and request to obtain several user behavior records after the marked user; That is, for the cloud platform, because it is not facing a community library, in order to reduce parallel data and unnecessary data, in addition to synchronizing the digitized library with the on-site controller, it generally only intervenes in the analysis when the user returns the book; and the above settings allow the cloud platform to track the users who are sent sharing inquiries, so as to cooperate with the users to complete the sharing (donation) of books.

[0037] It should be noted that the tracking here is not limited to users who have given feedback agreeing to share, because it is possible that someone chooses not to agree but then makes a donation; the number of tracking times can be the next 3-6 user behavior records.

[0038] If the user behavior record is returning a book and there is no borrowing record for the book (i.e., it is not found in the digital library), a sharing confirmation prompt (e.g., a text pop-up window) is sent to the touch display, and after the prompt is confirmed, placement guidance information is generated based on the preset book placement logic to update the shared archive.

[0039] According to the above settings, in this system, there is no need to independently design donation and sharing option buttons in the UI interface displayed on the touch display. As long as the system recognizes the book and no borrowing record is found, it can automatically understand that it is a donation or sharing, and provide users with placement guidance.

[0040] Among them, the book placement logic example: The first type is that the books are placed uniformly by the community staff, and any book can be placed on the designated workbench; The second type is that the user requests to place the books by himself. In this case, the name of the book is identified, and the field it belongs to is determined by searching the Internet or searching the preset database based on the name, and then a matching placement position is given based on the real-time parameters of the digital study.

[0041] In another embodiment of the present application, the on-site controller is configured as follows: if there is no borrowing record for a book, the book name and depreciation rate are identified based on the real-time image of the book, the standard price information is retrieved based on the book name, and the converted fee is calculated based on the depreciation rate and stored in a shared archive.

[0042] Among them, the recognition of book names, that is, performing OCR recognition on images; the recognition of depreciation, for example: recognizing the printing date of the book, calculating the depreciation based on the interval between the printing date and the current date; or, requesting the user to quickly turn the pages facing the camera, and then based on image recognition, extracting the damaged area and calculating the relative size ratio to the whole to calculate the depreciation.

[0043] Based on the above, the cloud platform configuration is: Get the activity information of the community library; example: staff actively record to the on-site controller, and the cloud platform reads the data from the on-site controller; activities such as: selling duplicate and old books on reading day; If the activity information meets the preset sharer priority conditions, for example, the staff of the library writes preferential / priority information for users with donation records in the activity information, then the corresponding sharing archives are traversed to generate recommendation data based on the total value of each user's shared books.

[0044] The suggested data may be: a table in which the total price of the books shared by each user is arranged from large to small, and the participation record of each user in the historical activities is noted in the list.

[0045] According to the above settings, this system can help staff evaluate the value of books donated by community residents, and give suggestions and prompts when carrying out activities in the study room in the future, so as to help staff plan and arrange related work more easily and reasonably.

[0046] Furthermore, the field controller is also configured as: Obtain the list of planned supplementary books and the purchase deadline confirmed by the designated user (i.e., staff); If a book has no loan record, and the user initiates a recycling price inquiry request (e.g., the user enters the book name + the word "recycling price" in the search bar of the touch display), and the current time is before the purchase deadline of a planned supplementary book list, the touch display will display the converted cost and recycling inquiry, and the inquiry can be a pop-up window with two button options of "Agree" and "No"; If the user agrees to the recycling inquiry, the current book will be stopped from being recorded in the shared archive, and the book information and converted fee will be sent to the designated user.

[0047] According to the above content, on the one hand, this system provides residents with more options besides free donations of books, making the user experience better; on the other hand, although recycling books requires a certain amount of money, the cost is relatively lower than purchasing new ones, and it can better mobilize the enthusiasm of community residents and make more full use of residents' resources.

[0048] In another embodiment of the present application, the cloud platform is configured as follows: If a user has a shared archive record, the user will be assigned the permission to make the book's destination public; If a user (accessing the cloud through a mobile phone, etc.) initiates a book query request, it is determined whether the user has the public permission to the book's whereabouts. If so, the shared book tracing process is executed; if not, each digital library is searched and the search results are sent to the user; The shared book tracing process includes: Search for shared archives and determine (by comparing book names and version numbers) whether the book is a historical shared book of the user. If so, call the corresponding book entry and exit management record from the on-site controller and send it to the user; if not, search each digital library and send the search results to the user.

[0049] According to the above settings, on the one hand, this system provides community residents with a convenient channel to query community library resources; on the other hand, users who donate books can trace the whereabouts of their donated books, making the whereabouts of books public and transparent during their life cycle, thereby increasing residents' trust.

[0050] In another embodiment of the present application, the cloud platform is configured as follows: Obtain the list of planned supplementary books and the purchase deadline (from the site controller); Search the archives of each private study room on record according to the book titles in the planned supplementary book list; If the private study archive records a matching book name, the reading time is evaluated based on the reading speed of the corresponding user, the holding time of the book, and the book information; the same as described in the other embodiments above, which will not be repeated; If the reading is completed before the purchase deadline, the corresponding book will be recorded as a book available through other channels; Books that are available through other channels are removed from the planned supplementary book list or marked (e.g., marked as how many are held in the community) to generate a list of recommended book purchases.

[0051] According to the above settings, when the staff of the community library plan to supplement books, the system can actively analyze the book resources that may be used in the community and provide suggestions to them, so as to reduce the situation where the staff purchases new basic books and then there are donations from community residents.

[0052] Furthermore, the cloud platform is configured as follows: Count the number of books available through other channels, the corresponding users, and the time they have been held, and generate a list of alternative channels; If a book available through other channels has two or more users (i.e., at least two people in the community hold a book that a certain book room plans to purchase), then if no image recognition record is made within t2 after the evaluation of the completion of the reading time, a prompt (name of the book + corresponding items) will be sent to the designated user, along with a list of alternatives through other channels; t2 is a preset value, such as one week.

[0053] According to the above settings, after analyzing the community's book resources and providing purchasing suggestions to the library staff, this system can further supervise whether the community's book resources enter the library and give prompts to the staff in time so that the staff can easily manage the relevant work of the community library.

[0054] In another embodiment of the present application, the field controller controls the lamp based on a preset energy-saving lamp control logic, which includes: Calculate the real-time number of people in the community study room based on the records of the electronic access control system; Identify and determine the user's location based on real-time images from surveillance cameras; If the current time matches the preset energy-saving period, the lights will be turned on and off based on the real-time number of people and the user's location.

[0055] Example: The preset energy-saving period is 8:30 am - 8:30 pm. When the real-time number of people is 0, one lamp will be kept on in any reading area, and the others will be turned off. The reason why it cannot be completely turned off is that it is easy for community residents to think that the door is closed. When the real-time number of people is not 0, one lamp will be kept on in the reading area where there are no resident users.

[0056] According to the above settings, the system can also intelligently control the opening and closing of lamps to reduce the operating costs of the community study room.

[0057] In summary, this system can, on the one hand, reduce the number of staff in the community library and reduce energy consumption to reduce operating costs; on the other hand, it can reduce the library procurement cost by improving the utilization rate of book resources by community residents to reduce operating costs.

[0058] The above are all preferred embodiments of the present application, and the protection scope of the present application is not limited thereto. Therefore, any equivalent changes made according to the structure, shape, and principle of the present application should be included in the protection scope of the present application.

Claims

1. A community smart study room system based on sharing theory, including electronic access control, camera modules and lamps deployed in the community study room, characterized in that: It also includes a field controller and a field interaction module connected to the field controller and a cloud platform, wherein the field controller is connected to an electronic access control, a camera module and a lamp, wherein the camera module includes a plurality of book access management cameras and a surveillance camera, and the field interaction module includes a touch display and an audio unit, wherein at least one of the touch displays is paired with a book access management camera and is located adjacent to the camera; the field controller is configured as follows: Identify the images captured by the book access management camera, obtain book information and corresponding user information, and execute the preset book access management process according to the interactive instructions of the touch display, generate user behavior records, and update the pre-established digital study room; Control lamps based on preset energy-saving lamp control logic; The cloud platform is configured as follows: Get user behavior records when users return books; Identify the tag bound to the user, and when the tag meets the preset book sharing query conditions, send the user a request to share the user's own book information after t1 time, and when the feedback is agreed, create a corresponding private study room file based on the feedback data; where t1 is the preset value; When any user returns a book, if the corresponding information of the user meets the preset book sharing conditions, the user's reading speed will be evaluated according to the corresponding historical user behavior records, the holding time and book information of each book in the private study archive will be traversed, and it will be determined whether the reading is completed based on the user's reading speed. If so, a sharing query for the corresponding book will be initiated.

2. The community smart study room system based on sharing theory according to claim 1 is characterized in that: The cloud platform is configured as follows: Mark the user to whom the sharing query is sent, and request to obtain several user behavior records after the marked user; If the user behavior record is to return a book and there is no borrowing record for the book, a sharing confirmation prompt is sent to the touch display, and after the prompt is confirmed, placement guidance information is generated based on the preset book placement logic to update the shared file.

3. The community smart study room system based on sharing theory according to claim 2 is characterized in that: The field controller is configured as follows: if there is no borrowing record for a book, the book name and depreciation degree are identified based on the real-time picture of the book, the standard price information is retrieved based on the book name, and the converted fee is calculated based on the depreciation degree and stored in the shared archive; The cloud platform is configured as follows: Get information about community library activities; If the activity information meets the preset sharer priority conditions, the corresponding sharing archives are traversed and recommendation data is generated based on the total value of each user's shared books.

4. The community smart study room system based on sharing theory according to claim 3 is characterized in that: The field controller is configured as follows: Obtain the list of planned supplementary books and the purchase deadline confirmed by the designated user; If a book has no borrowing record, and the user initiates a recycling inquiry request, and the current time is before the purchase deadline of a planned supplementary book list, the touch display will display the converted fee and recycling inquiry; If the user agrees to the recycling inquiry, the current book will be stopped from being recorded in the shared archive, and the book information and converted fee will be sent to the designated user.

5. The community smart study room system based on sharing theory according to claim 2 is characterized in that: The cloud platform is configured as follows: If a user has a shared archive record, the user will be assigned the permission to make the book's destination public; If a user initiates a book query request, it is determined whether the user has the public permission to the book's whereabouts. If so, the shared book tracing process is executed; If not, searching each digital library and sending the search results to the user; The shared book tracing process includes: Search the shared archives and determine whether the book is a historical shared book of the user. If so, call the corresponding book entry and exit management record from the field controller and send it to the user; if not, search each digital library and send the search results to the user.

6. The community smart study room system based on sharing theory according to claim 4 is characterized in that: The cloud platform is configured as follows: Obtain a list of planning supplementary books and the purchase deadline; Search the archives of each private study room on record according to the book titles in the planned supplementary book list; If the private study archive records a matching book name, the reading time is evaluated based on the corresponding user’s reading speed, the book’s holding time, and the book information; If the reading is completed before the purchase deadline, the corresponding book will be recorded as a book available through other channels; Books available from other channels are removed from the planned supplementary book list or marked as such to generate a recommended list of book purchases.

7. The community smart study room system based on sharing theory according to claim 6 is characterized in that: The cloud platform is configured as follows: Count the number of books available through other channels, the corresponding users, and the time they have been held, and generate a list of alternative channels; If there are two or more users corresponding to a book that is available through other channels, a reminder will be sent to the designated users and a list of alternative channels will be sent after no recognized image record has been made within t2 after the evaluation of the completion of the reading time; t2 is a preset value.

8. The community smart study room system based on sharing theory according to claim 1 is characterized in that: The field controller controls the lamps based on a preset energy-saving lamp control logic, which includes: Calculate the real-time number of people in the community study room based on the records of the electronic access control system; Identify and determine the user's location based on real-time images from surveillance cameras; If the current time matches the preset energy-saving period, the lights will be turned on and off based on the real-time number of people and the user's location.

Images