Security management method and system, readable storage medium and computer equipment

Abstract

A security management method and system, a readable storage medium and a computer device, the method comprising: acquiring inspection information of a current inspection item uploaded by a user based on a mobile terminal, the inspection information comprising an item name and an item photo; determining a corresponding inspection standard according to the item name; identifying the project photo, and determining whether the project photo meets the inspection standard or not according to an identification result; if the project photo does not accord with the inspection standard, sending a rectification notification to the mobile terminal; and monitoring whether a rectified item photo of the inspection item is received within a preset time, and if the rectified item photo is received, returning to the step of identifying the item photo and determining whether the item photo meets the inspection standard according to an identification result. And through fine management of the places, the risks of pipe separation and pipe leakage of the places are effectively reduced.

Description

Technical Field

[0001] The present invention relates to the technical field of security management, and particularly to a security management method, system, readable storage medium and computer device. Background Art

[0002] With the rapid development of information technology, the traditional paper-based supervision and inspection method is gradually being replaced by digital and information-based means. In order to improve the efficiency and convenience of inspection work, community staff are more inclined to use information-based tools for the safety inspection of places.

[0003] However, the supervision and inspection work of existing industry places mainly still relies on manual records. Given the differences in inspection cycles and contents among different units, the previous method of carrying multiple paper inspection documents for on-site operations is not only cumbersome and inefficient, but also accompanied by serious lag and the risk of missed inspections. Summary of the Invention

[0004] In view of the above situation, it is necessary to provide a security management method, system, readable storage medium and computer device for the problem of low efficiency in security management work in the prior art.

[0005] The present invention discloses a security management method, including: Obtaining inspection information of the current inspection item uploaded by the user based on the mobile terminal, where the inspection information includes the item name and the item photo; Determining the corresponding inspection standard according to the item name; Identifying the item photo and confirming whether the item photo meets the inspection standard according to the identification result; If the item photo does not meet the inspection standard, sending a rectification notice to the mobile terminal; Monitoring whether the item photo after rectification of the inspection item is received within a preset time. If the item photo after rectification is received, return to execute the step of identifying the item photo and confirming whether the item photo meets the inspection standard according to the identification result.

[0006] Further, in the above security management method, there is a watermark on the item photo including the photo-taking position information and the photo-taking time. Before the step of identifying the item photo, it further includes: Identifying the watermark on the item photo and obtaining the photo-taking position information and the photo-taking time; Confirming whether the item photo is valid according to the photo-taking position information and the photo-taking time; If so, execute the step of identifying the item photo.

[0007] Further, in the above safety management method, the step of identifying the project photo and confirming whether the project photo meets the inspection standard according to the identification result includes: Identify the project photo and determine whether there is a target object in the project photo; When the target object is not contained in the project photo, it is determined that the project photo does not meet the inspection standard; When the target object is in the project photo, extract the image of the target object from the project photo; Compare the image of the target object with the standard image to determine the difference between the image of the target object and the standard image; When the difference is greater than the threshold, it is determined that the project photo does not meet the inspection standard.

[0008] Further, in the above safety management method, the step of identifying the project photo and determining whether there is a target object in the project photo includes: Extract the contour information of each object in the project photo, and determine the minimum circumscribed rectangle of each object according to the contour information; According to the position area of the minimum circumscribed rectangle, intercept the corresponding rectangle image from the project photo and adjust it to a preset size; Input the adjusted rectangle image into a classification model for image classification to determine the target object.

[0009] Further, in the above safety management method, the step of identifying the project photo and confirming whether the project photo meets the inspection standard according to the identification result further includes: Identify the project photo and determine whether there are abnormal items in the project photo; If so, confirm that the project photo does not meet the inspection standard.

[0010] Further, in the above safety management method, the inspection information further includes a personnel signature, and the safety management method further includes: Generate a report according to the inspection information, rectification information, and inspection result, where the rectification information includes the project photo after rectification of the inspection item and the rectification time.

[0011] The present invention also discloses a safety management system, including: An acquisition module for acquiring inspection information of the current inspection item uploaded by the user based on a mobile terminal, where the inspection information includes a project name and a project photo; A determination module for determining the corresponding inspection standard according to the project name; A first recognition module is used to recognize the project photo and confirm whether the project photo meets the inspection standard according to the recognition result; A sending module, used for sending a rectification notice to the mobile terminal if the project photo does not meet the inspection standard; The monitoring module is used to monitor whether the photos of the project after rectification of the inspection project are received within a preset time. If the photos of the project after rectification are received, it returns to execute the steps of identifying the project photos and confirming whether the project photos meet the inspection standards based on the identification results.

[0012] Furthermore, the above safety management system also includes: The second recognition module is used to recognize the watermark on the project photo and obtain the photo location information and photo time; A confirmation module, used to confirm whether the project photo is valid according to the photo location information and the photo time; An execution module is used to execute the step of identifying the project photo when the project photo is valid.

[0013] The present invention also discloses a readable storage medium on which a computer program is stored. When the program is executed by a processor, the security management method described in any one of the above items is implemented.

[0014] The present invention also discloses a computer device, including a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor implements any of the above-mentioned security management methods when executing the computer program.

[0015] The present invention uses a program to perform the inspection of each inspection item, uploads pictures of the inspection items, and conducts risk screening and control through image recognition and analysis. Through the refined management of the venue, the relevant information of each venue is mastered in detail, and the probability of fire risk and public security risk is significantly reduced through regular inspections, effectively reducing the risk of loss of control and leakage of the venue. BRIEF DESCRIPTION OF THE DRAWINGS

[0016] Figure 1 It is an implementation environment diagram of the security management method in the embodiment of the invention; Figure 2 A schematic diagram of the structure of a computer device in one embodiment of the present invention; Figure 3 A flowchart of a security management method provided by an embodiment of the present invention; Figure 4 A schematic diagram of the structure of a security management system in an embodiment of the present invention; Figure 5 It is a schematic diagram of the structure of a computer device in another embodiment of the present invention. Detailed implementation manners

[0017] The embodiments of the present invention will be described in detail below. Examples of the embodiments are shown in the accompanying drawings, wherein the same or similar reference numerals denote the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the accompanying drawings are exemplary and are only used to explain the present invention and should not be construed as a limitation to the present invention.

[0018] Referring to the following description and the accompanying drawings, the embodiments of the present invention will be clear. In these descriptions and drawings, some specific implementation manners in the embodiments of the present invention are specifically disclosed to represent some ways of implementing the principles of the embodiments of the present invention. However, it should be understood that the scope of the embodiments of the present invention is not limited thereto. On the contrary, the embodiments of the present invention include all changes, modifications and equivalents falling within the spirit and connotation of the appended claims.

[0019] Figure 1 It is an implementation environment diagram of the security management method provided in an embodiment. As Figure 1 shown, in this implementation environment, it includes a computer device 110 and a mobile terminal 120.

[0020] The computer device 110 can be a computer device such as a computer used by a user. A security management system is installed on the computer device 110. When calculating, the user can confirm the inspection situation of the information uploaded by the user's mobile terminal 120 on the computer device 110 according to the security management method, and notify the user of the inspection result through the mobile terminal 120.

[0021] It should be noted that the terminal device 120 is mainly a smart phone, a tablet computer, etc. The security management system is an APP or application program installed on the mobile terminal 120. The description of the computer device 110 and the terminal device 120 is not limited thereto.

[0022] Figure 2 It is an internal structure schematic diagram of a computer device in an embodiment. As Figure 2 shown, the computer device includes a processor, a non-volatile storage medium, a memory and a network interface connected through a system bus. Among them, the non-volatile storage medium of the computer device stores an operating system, a database and computer-readable instructions. Control information sequences can be stored in the database. When the computer-readable instructions are executed by the processor, the processor can implement a security management method. The processor of the computer device is used to provide computing and control capabilities to support the operation of the entire computer device. Computer-readable instructions can be stored in the memory of the computer device. When the computer-readable instructions are executed by the processor, the processor can execute a security management method. The network interface of the computer device is used to connect and communicate with the terminal. Those skilled in the art can understand,Figure 2 The structure shown in the figure is only a block diagram of a part of the structure related to the solution of the present application, and does not constitute a limitation on the computer device to which the solution of the present application is applied. The specific computer device may include more or fewer components than those shown in the figure, or combine certain components, or have a different arrangement of components.

[0023] See also Figure 3 , which is a security management method in the first embodiment of the present invention, includes steps S11 to S15.

[0024] Step S11, obtaining the inspection information of the current inspection item uploaded by the user based on the mobile terminal, wherein the inspection information includes the item name and item photo.

[0025] The mobile terminal is, for example, a smart phone, a tablet computer, or a laptop computer. A security management system application is installed on the mobile terminal, and the security management system application is provided with inspection items for each inspection item. It can be understood that the inspection items are set according to the safety requirements of the management site. For example, in one implementation of the present invention, multiple fire safety inspection items can be set for the management site according to the fire safety management requirements.

[0026] Depending on the type of venue you enter, the corresponding inspection cycle and content will vary. When you start the inspection process on a mobile device, the system will automatically display a list of inspection items that match the venue category, allowing inspectors to clearly see each inspection item and perform corresponding operations one by one. Through mobile devices, inspectors can go to the field to collect relevant information about industry venues. This process includes but is not limited to obtaining the precise location information of the venue, taking photos of the storefront, and recording detailed information about the venue's legal person.

[0027] Inspectors take photos of each inspection item in the mobile terminal according to the requirements of the project and submit inspection information, which includes the project name and project photos. It is understandable that corresponding photo requirements will be set for each inspection item, such as the overall view of the object, the local key area picture, the picture clarity and other requirements.

[0028] Furthermore, in one implementation of the present invention, the project photo has a watermark including the photo location information and the photo time, and the method further includes: Identify the watermark on the project photo and obtain the photo location information and photo time; Confirm whether the project photo is valid according to the photo location information and photo time; If so, the step of identifying the project photo is performed.

[0029] To ensure the authenticity and traceability of the photos, the camera automatically adds a watermark containing the photo-taking location information and the photo-taking time to the photos when taking pictures. The photo-taking location information is the location identified by the built-in location recognition device in the camera system and is loaded onto the photo in the form of a watermark. When the system obtains the photos of this project, it reads the watermark information and verifies the photo-taking location information and the photo-taking time, that is, verifies whether the photo-taking location of the project photo is the location of the actual site of this project, and verifies whether the photo-taking time is within the time range of the current inspection, so as to ensure the authenticity of the project photo.

[0030] When it is verified that the project photo is true and reliable, the following steps are executed.

[0031] Step S12, determine the corresponding inspection standard according to the project name.

[0032] Step S13, identify the project photo and confirm whether the project photo meets the inspection standard according to the identification result.

[0033] Each inspection item is set with a corresponding inspection standard. For example, for the fire safety detection project, the fire safety inspection standards required for the fire safety equipment and environment at each detection point are set.

[0034] Specifically, in one implementation manner of the present invention, the step of identifying the project photo and confirming whether the project photo meets the inspection standard according to the identification result includes: Identify the project photo and determine whether there is a target object in the project photo; When the target object is not contained in the project photo, it is determined that the project photo does not meet the inspection standard; When the target object is in the project photo, extract the image of the target object from the project photo; Compare the image of the target object with the standard image to determine the difference between the image of the target object and the standard image; When the difference is greater than the threshold, it is determined that the project photo does not meet the inspection standard.

[0035] First, perform image recognition on the project photos to identify whether they contain a target object, which is the object to be inspected, such as fire-fighting equipment, safety protection equipment, etc. When a target object is identified, extract the image of the target object. Then compare the extracted image of the target object with the standard image and determine the difference between the image of the target object and the standard image. If the difference is greater than the preset threshold, it is confirmed that the inspection item does not meet the inspection standard. Specifically, when implementing, the similarity between the image of the target object and the standard image can be calculated based on the image similarity calculation method of feature points, and the difference between the two can be determined according to the calculated similarity value.

[0036] It can be understood that when the project photo does not contain a target object, it is confirmed that the inspection item is unqualified, or when the difference between the extracted image of the target object and the standard image is large, it is confirmed that the inspection item is unqualified. By comparing the difference between the image of the target object and the standard image, it can be confirmed whether the placement position, placement method, etc. of the target object meet the requirements.

[0037] Furthermore, the step of confirming whether the project photo meets the inspection standard according to the recognition result further includes: Judge whether there are abnormal items in the project photo; If so, it is confirmed that the project photo does not meet the inspection standard.

[0038] That is, identify whether there are abnormal items in the project photo, such as dangerous goods, sundries, etc. If there are abnormal items, it is confirmed that the project photo does not meet the inspection standard.

[0039] Furthermore, in an implementation manner of the present invention, the step of recognizing the project photo and judging whether there is a target object in the project photo includes: Extract the contour information of each object in the project photo, and determine the minimum circumscribed rectangle of each object according to the contour information; According to the position area of the minimum circumscribed rectangle, intercept the corresponding rectangle image from the project photo and adjust it to the preset size; Input the rectangle image with adjusted size into the classification model for image classification to determine the target object.

[0040] Step S14, if the project photo does not meet the inspection standard, send a rectification notice to the mobile terminal.

[0041] Step S15, monitor whether the rectified project photo of the inspection item is received within the preset time. If so, return to execute the step of recognizing the project photo and confirming whether the project photo meets the inspection standard according to the recognition result.

[0042] When the inspection item photo does not meet the detection standard, the inspector can select or fill in the specific items to be rectified through the mobile terminal and upload the photo before rectification. When the photo of the rectified item is received within the preset time period, return to execute step S13, then identify the photo of the rectified item and determine whether the photo of the rectified item is qualified. At the same time, the system will allow setting the overdue time for rectification and timely notify the rectification content that is about to expire or has already expired through message reminders.

[0043] It can be understood that the inspection information also includes the signature of the person, and the safety management method further includes: Generate a report according to the inspection information, rectification information and inspection results, where the rectification information includes the photo of the rectified item and the rectification time after the inspection item is rectified.

[0044] All the collected content and inspection information will be integrated and archived to generate a report to ensure the integrity and traceability of the data.

[0045] In this embodiment, the detection of each inspection item is performed through a program, the picture of the detection item is uploaded, and through image recognition and analysis, risk investigation and control are carried out. Through the refined management of the place, the relevant information of each place is mastered in detail, and the occurrence probability of fire risk and public security risk is significantly reduced through regular inspections, effectively reducing the risk of the place being out of management and missed management.

[0046] Please refer to Figure 4 , which is the safety management system in the embodiment of the present invention, including: An acquisition module 21, configured to acquire the inspection information of the current inspection item uploaded by the user based on the mobile terminal, where the inspection information includes the item name and the item photo; A determination module 22, configured to determine the corresponding inspection standard according to the item name; A first recognition module 23, configured to recognize the item photo and confirm whether the item photo meets the inspection standard according to the recognition result; A sending module 24, configured to send a rectification notice to the mobile terminal if the item photo does not meet the inspection standard; A monitoring module 25, configured to monitor whether the photo of the rectified inspection item is received within the preset time. If the photo of the rectified item is received, return to execute the step of recognizing the item photo and confirm whether the item photo meets the inspection standard according to the recognition result.

[0047] Furthermore, the above safety management system further includes: A second recognition module, configured to recognize the watermark on the item photo and obtain the photo-taking location information and photo-taking time; A confirmation module, configured to confirm whether the project photo is valid according to the photographing position information and the photographing time; An execution module, configured to execute the step of recognizing the project photo when the project photo is valid.

[0048] The security management system provided by the embodiment of the present invention has the same implementation principle and the same technical effects as those of the foregoing method embodiment. For the sake of brief description, for the parts not mentioned in the device embodiment, reference may be made to the corresponding content in the foregoing method embodiment.

[0049] On the other hand, the present invention also provides a computer device. Please refer to Figure 5 , which shows the computer device in the embodiment of the present invention, including a processor 10, a memory 20, and a computer program 30 stored on the memory and executable on the processor. When the processor 10 executes the computer program 30, the security management method as described above is implemented.

[0050] Among them, the computer device may be, but is not limited to, a personal computer, a tablet computer, or other computer devices. In some embodiments, the processor 10 may be a central processing unit (CPU), a controller, a microcontroller, a microprocessor, or other data processing chips, and is used to run the program code stored in the memory 20 or process data, etc.

[0051] Among them, the memory 20 includes at least one type of readable storage medium, and the readable storage medium includes flash memory, a hard disk, a multimedia card, a card-type memory (for example, an SD or DX memory, etc.), a magnetic memory, a magnetic disk, an optical disk, etc. In some embodiments, the memory 20 may be an internal storage unit of the computer device, such as the hard disk of the computer device. In other embodiments, the memory 20 may also be an external storage device of the computer device, such as a plug-in hard disk, a smart media card (SMC), a secure digital (SD) card, a flash card, etc. equipped on the computer device. Further, the memory 20 may also include both an internal storage unit and an external storage device of the computer device. The memory 20 can be used not only to store application software installed on the computer device and various types of data, etc., but also to temporarily store data that has been output or will be output.

[0052] Optionally, the computer device may further include a user interface, a network interface, a communication bus, etc. The user interface may include a display (Display), an input unit such as a keyboard (Keyboard). Optionally, the user interface may further include a standard wired interface and a wireless interface. Optionally, in some embodiments, the display may be an LED display, a liquid crystal display, a touch liquid crystal display, and an OLED (Organic Light-Emitting Diode) toucher, etc. Among them, the display may also be appropriately referred to as a display screen or a display unit, which is used to display the information processed in the computer device and to display a visual user interface. The network interface may optionally include a standard wired interface and a wireless interface (such as a WI-FI interface), which is generally used to establish a communication connection between this device and other electronic devices. The communication bus is used to realize the connection and communication between these components.

[0053] It should be noted that Figure 5 the structure shown does not constitute a limitation on the computer device. In other embodiments, the computer device may include fewer or more components than shown in the figure, or combine certain components, or have a different component arrangement.

[0054] The present invention also provides a computer-readable storage medium, on which a computer program is stored. When the program is executed by a processor, it implements the security management method as described above. Those skilled in the art can understand that the logic and / or steps represented in the flowchart or described in other ways herein, for example, can be considered as a definite sequence list of executable instructions for implementing logical functions, and can be specifically implemented in any computer-readable medium for use by an instruction execution system, apparatus (such as a computer-based system, a system including a processor, or other systems that can obtain instructions from the instruction execution system, apparatus and execute the instructions), or in combination with these instruction execution systems, apparatuses. For the purposes of this specification, a "computer-readable medium" can be any device that can contain, store, communicate, propagate, or transport a program for use by or in combination with an instruction execution system, apparatus.

[0055] More specific examples (nonexhaustive list) of computer-readable media include the following: an electrical connection (electronic device) having one or more wirings, a portable computer diskette (magnetic device), a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber device, and a portable compact disc read-only memory (CDROM). Additionally, the computer-readable media can even be paper or other suitable media on which the program can be printed, since the program can be obtained electronically, for example, by optically scanning the paper or other media, followed by editing, interpretation, or otherwise processing as appropriate, and then storing it in a computer memory.

[0056] It should be understood that the various parts of the present invention can be implemented by hardware, software, firmware, or a combination thereof. In the above embodiments, multiple steps or methods can be implemented by software or firmware stored in a memory and executed by a suitable instruction execution system. For example, if implemented in hardware, as in another embodiment, any one or a combination of the following techniques well known in the art can be used: discrete logic circuits having logic gate circuits for implementing logical functions on data signals, application-specific integrated circuits having appropriate combinational logic gate circuits, programmable gate arrays (PGAs), field programmable gate arrays (FPGAs), etc.

[0057] In the description of this specification, the description with reference to terms such as "one embodiment", "some embodiments", "example", "specific example", or "some examples" means that the specific features, structures, materials, or characteristics described in connection with the embodiment or example are included in at least one embodiment or example of the present invention. In this specification, the schematic representations of the above terms do not necessarily refer to the same embodiment or example. Moreover, the specific features, structures, materials, or characteristics described can be combined in any one or more embodiments or examples in a suitable manner.

[0058] The above-described embodiments merely represent several implementation manners of the present invention, and their descriptions are relatively specific and detailed, but should not be construed as limiting the scope of the patent of the present invention. It should be noted that for those of ordinary skill in the art, without departing from the concept of the present invention, several modifications and improvements can still be made, and these all belong to the protection scope of the present invention. Therefore, the protection scope of the patent of the present invention should be subject to the appended claims.

Claims

1. A safety management method, characterized in that: include: Obtaining inspection information of the current inspection project uploaded by the user based on the mobile terminal, wherein the inspection information includes the project name and project photo; Determine the corresponding inspection standard according to the project name; Identify the project photo, and confirm whether the project photo meets the inspection standard according to the identification result; If the project photo does not meet the inspection standard, a rectification notice is sent to the mobile terminal; Monitor whether photos of the project after rectification of the inspection item are received within a preset time. If photos of the project after rectification are received, return to the step of identifying the project photos and confirming whether the project photos meet the inspection standards based on the identification results.

2. The safety management method according to claim 1, characterized in that: The project photo has a watermark including the photo location information and the photo time, and the step of identifying the project photo also includes: Identify the watermark on the project photo and obtain the photo location information and photo time; Confirm whether the project photo is valid according to the photo location information and photo time; If so, the step of identifying the project photo is performed.

3. The safety management method according to claim 1, characterized in that: The step of identifying the project photo and confirming whether the project photo meets the inspection standard according to the identification result includes: Identify the project photo and determine whether there is a target object in the project photo; When the project photo does not contain the target object, it is determined that the project photo does not meet the inspection standard; When the target object is present in the project photo, extracting an image of the target object from the project photo; Comparing the image of the target object with a standard image to determine the difference between the image of the target object and the standard image; When the difference is greater than a threshold, it is determined that the project photo does not meet the inspection standard.

4. The safety management method according to claim 3, characterized in that: The step of identifying the project photo and determining whether there is a target object in the project photo includes: Extracting contour information of each object in the project photo, and determining the minimum circumscribed rectangular frame of each object according to the contour information; According to the position area of ​​the minimum circumscribed rectangular frame, a corresponding rectangular frame image is captured from the project photo and adjusted to a preset size; The resized rectangular frame image is input into the classification model for image classification to determine the target object.

5. The safety management method according to claim 3, characterized in that: The step of identifying the project photo and confirming whether the project photo meets the inspection standard according to the identification result also includes: Identify the project photo and determine whether the project photo contains any abnormal items; If so, it is confirmed that the project photo does not meet the inspection standard.

6. The safety management method according to claim 1, characterized in that: The inspection information also includes a signature of a person, and the safety management method also includes: A report is generated based on the inspection information, rectification information and inspection results, wherein the rectification information includes photos of the inspected items after rectification and the rectification time.

7. A safety management system, characterized in that: include: An acquisition module, used to acquire the inspection information of the current inspection project uploaded by the user based on the mobile terminal, wherein the inspection information includes the project name and project photo; A determination module, used to determine a corresponding inspection standard according to the project name; A first recognition module is used to recognize the project photo and confirm whether the project photo meets the inspection standard according to the recognition result; A sending module, used for sending a rectification notice to the mobile terminal if the project photo does not meet the inspection standard; The monitoring module is used to monitor whether the photos of the project after rectification of the inspection project are received within a preset time. If the photos of the project after rectification are received, it returns to execute the steps of identifying the project photos and confirming whether the project photos meet the inspection standards based on the identification results.

8. The safety management system according to claim 7, characterized in that: Also includes: The second recognition module is used to recognize the watermark on the project photo and obtain the photo location information and photo time; A confirmation module, used to confirm whether the project photo is valid according to the photo location information and the photo time; An execution module is used to execute the step of identifying the project photo when the project photo is valid.

9. A readable storage medium having a computer program stored thereon, characterized in that: When the program is executed by a processor, the security management method according to any one of claims 1 to 6 is implemented.

10. A computer device comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, characterized in that: When the processor executes the computer program, the security management method according to any one of claims 1 to 6 is implemented.

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