Management method, system and equipment based on image recognition
By using image recognition technology in the visitor management system to dynamically identify and configure visitor permissions, the existing system's cumbersome process when permissions change is solved, and more efficient and convenient visitor management is achieved.
Patent Information
- Application Number
- CN202411508596.6
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-10-28
- Publication Date
- 2025-02-14
AI Technical Summary
When the permissions of the existing visitor management system change during the visitor's visit, the visitor or receptionist needs to re-approve the approval, resulting in a cumbersome process.
Area image data is obtained through image recognition technology, non-visitors and visitor targets are identified, user information and permissions corresponding to the targets are obtained, guest permissions are dynamically configured, and real-time permission adjustments are achieved.
It simplifies the visitor management process, reduces approval steps, improves management efficiency and convenience, and adapts to the dynamic needs of changes in visitor permissions.
Smart Images
Figure CN119445709A_ABST
Abstract
Description
Technical Field
[0001] The present application relates to the field of smart administrative technology, and in particular to a management method, system and equipment based on image recognition. Background Art
[0002] Visitor management plays a vital role in the daily operation of various places in modern society. With the continuous expansion of enterprise scale and the increasing requirements for security management, traditional visitor management modes, such as manual registration and telephone confirmation, can no longer meet the needs of modern enterprises. These traditional methods are not only inefficient, but also have security risks, such as handwritten registration errors and inability to confirm identity information. With the development of science and technology, visitor management systems have emerged, bringing new solutions to visitor management with their intelligent, convenient and secure features. The visitor management system integrates advanced information technology, Internet of Things technology and face recognition technology, aiming to achieve functions such as rapid entry of visitor information, identity authentication, authority allocation, trajectory tracking and data analysis. In the visitor management system, visitors can make appointments in advance through channels such as the company's official website, WeChat public account or mobile APP, fill in personal information and visit purpose, and the system automatically generates an invitation code or QR code for access. When visitors arrive at the site, they can scan the invitation code or QR code through the visitor self-service terminal to quickly complete information registration and identity authentication. At the same time, the system also combines face recognition technology to authenticate visitors to ensure the authenticity and accuracy of their identities. In addition, the visitor management system also supports the permission allocation function. According to the visitor's visit purpose and reservation information, the system automatically allocates corresponding access rights, such as door access rights, elevator rights, etc. The system can also record the visitor's entry and exit time, location and other information, realize real-time tracking and historical query of visitor trajectories, and provide a solid line of defense for the safety of the venue. It can be seen that the visitor management system, as an important part of modern enterprise security management, can not only improve the enterprise's security management level, but also optimize the visitor reception process and enhance the corporate image. With the continuous advancement of technology and the continuous expansion of application scenarios, the visitor management system will play an important role in more fields.
[0003] The existing visitor management system generally requires visitors to apply for different permissions in advance. Once the system approval is completed, the visitor's permissions are relatively fixed. Once any changes occur during the visitor's visit, the visitor or the person in charge of reception is often required to re-apply for approval. In the actual reception process, the process is relatively cumbersome. Summary of the invention
[0004] The present invention provides a management method, system and device based on image recognition, which at least solves the problem that the existing visitor management system generally requires visitors to apply for different permissions in advance. Once the system approval is completed, the visitor's permissions are relatively fixed. Once any changes occur during the visitor's visit, the visitor or the person in charge of reception is often required to re-apply for approval, which results in a relatively cumbersome process during the actual reception process.
[0005] A management method based on image recognition comprises the following steps:
[0006] Acquire first image data of a first area, and obtain a first target and a second target according to the first image data, wherein the first target is configured as a target identified as a non-visitor in the first image data, and the second target is configured as a target identified as a visitor in the first image data;
[0007] According to the first target, obtaining first user information corresponding to the first target;
[0008] Obtaining, according to the first user information, a first permission of the first target in the first area;
[0009] According to the second target, obtaining second user information corresponding to the second target;
[0010] The first permission is configured for the second object according to the first permission and the second user information.
[0011] Optionally, the acquiring of the first image data of the first area, before obtaining the first target and the second target according to the first image data, further comprises:
[0012] The visitor information sent by the target device is received, the visitor information including visitor identity information and visitor image information, and the visitor identity information and the visitor image information are bound and stored.
[0013] Optionally, acquiring first image data of the first area, and obtaining the first target and the second target according to the first image data, includes:
[0014] First image data of a first area is acquired, and a first target and a second target are acquired according to the first image data through an image recognition model and the visitor image information.
[0015] Optionally, obtaining, according to the first target, first user information corresponding to the first target includes:
[0016] According to the first target, determining whether the first image data includes a first characteristic image of the first target;
[0017] When the first image data includes a first characteristic image of a first target, obtaining first user information corresponding to the first target according to the first characteristic image;
[0018] When the first image data does not include a first characteristic image of the first target, a first trajectory of the first target is acquired, and first user information corresponding to the first target is obtained according to the first trajectory.
[0019] Optionally, obtaining, according to the first user information, a first permission of the first target in the first area includes:
[0020] According to the first user information, determining whether a first user corresponding to the first user information has submitted a visitor approval at a first time corresponding to the first image data;
[0021] When the first user submits a visitor approval at a first time corresponding to the first image data, a second permission corresponding to the visitor approval is obtained, and a first permission of the first target in the first area is obtained according to the second permission;
[0022] When the first user does not submit a first-time visitor approval corresponding to the first image data, a third permission corresponding to the first user is obtained, and a first permission of the first target in the first area is obtained according to the third permission.
[0023] Optionally, the obtaining of the second permission corresponding to the visitor approval, and obtaining the first permission of the first target in the first area according to the second permission, includes:
[0024] obtaining a second permission corresponding to the visitor approval, and determining whether the second permission involves the first area,
[0025] When the second permission involves the first area, obtaining a first permission of the first target in the first area according to the second permission;
[0026] When the second permission does not involve the first area, a third permission corresponding to the first user is obtained, and a first permission of the first target in the first area is obtained according to the third permission.
[0027] Optionally, after configuring the first permission for the second object according to the first permission and the second user information, the method further includes:
[0028] Acquire second image data of the first area, and determine whether the second object is located in the first area according to the second image data;
[0029] When the second object is not located in the first area, the first permission of the second object is suspended.
[0030] In another aspect, a management system based on image recognition includes an image acquisition platform and a management platform;
[0031] The image acquisition platform is configured as follows:
[0032] Collecting images of a preset area and sending the collected images to the access authority management platform;
[0033] The access authority management platform is configured as follows:
[0034] Acquire first image data of a first area, and obtain a first target and a second target according to the first image data, wherein the first target is configured as a target identified as a non-visitor in the first image data, and the second target is configured as a target identified as a visitor in the first image data;
[0035] According to the first target, obtaining first user information corresponding to the first target;
[0036] Obtaining, according to the first user information, a first permission of the first target in the first area;
[0037] According to the second target, obtaining second user information corresponding to the second target;
[0038] The first permission is configured for the second object according to the first permission and the second user information.
[0039] Optionally, it also includes an approval management platform;
[0040] The approval management platform is configured as follows:
[0041] In response to the query request of the management platform, sending the corresponding visitor approval to the management platform;
[0042] The management platform is also configured to:
[0043] The obtaining, according to the first user information, a first permission of the first target in the first area includes:
[0044] According to the first user information, determining whether a first user corresponding to the first user information has submitted a visitor approval at a first time corresponding to the first image data;
[0045] When the first user submits a visitor approval at a first time corresponding to the first image data, a second permission corresponding to the visitor approval is obtained, and a first permission of the first target in the first area is obtained according to the second permission;
[0046] When the first user does not submit a first-time visitor approval corresponding to the first image data, a third permission corresponding to the first user is obtained, and a first permission of the first target in the first area is obtained according to the third permission.
[0047] On the other hand, a computer device is provided. The computer device includes a memory and a processor. The memory stores a computer program. The processor executes the computer program to implement the above method.
[0048] On the other hand, a computer storage medium stores a computer program, and a processor executes the computer program to implement the above method.
[0049] Compared with the prior art, the present invention has the following advantages and beneficial effects:
[0050] The present invention provides a management method, system and device based on image recognition, including: obtaining first image data of a first area, obtaining a first target and a second target according to the first image data, wherein the first target is configured as a target identified as a non-visitor in the first image data, and the second target is configured as a target identified as a visitor in the first image data; obtaining first user information corresponding to the first target according to the first target; obtaining a first permission of the first target in the first area according to the first user information; obtaining second user information corresponding to the second target according to the second target; configuring the first permission for the second object according to the first permission and the second user information. At least the existing visitor management system is solved, which generally requires visitors to apply for different permissions in advance. Once the system approval is completed, the visitor's permissions are relatively fixed. Once there is any change during the visitor's visit, the visitor or the person in charge of reception is often required to re-approve, and the process is relatively cumbersome in the actual reception process. BRIEF DESCRIPTION OF THE DRAWINGS
[0051] In order to more clearly illustrate the specific implementation of the present application or the technical solution in the prior art, the following is a brief introduction to the drawings required for the specific implementation or the prior art description. In all drawings, similar elements or parts are generally identified by similar reference numerals. In the drawings, each element or part is not necessarily drawn according to the actual scale.
[0052] Figure 1 A schematic diagram of a management method based on image recognition in this application;
[0053] Figure 2 This is a schematic diagram of the structure of a computer device in this application.
[0054] Markings in the figure: 101 - processor, 102 - communication bus, 103 - network interface, 104 - user interface, 105 - memory.
[0055] The realization of the purpose, functional features and advantages of this application will be further explained in conjunction with embodiments and with reference to the accompanying drawings. DETAILED DESCRIPTION
[0056] In order to enable those skilled in the art to better understand the scheme of the present disclosure, the technical scheme in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the drawings in the embodiments of the present disclosure. Obviously, the described embodiments are only part of the embodiments of the present disclosure, not all of the embodiments. Based on the embodiments in the present disclosure, all other embodiments obtained by ordinary technicians in the field without creative work should fall within the scope of protection of the present disclosure.
[0057] It should be noted that the terms "first", "second", etc. in the specification and claims of the present disclosure and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchangeable where appropriate, so that the embodiments of the present disclosure described herein can be implemented in an order other than those illustrated or described herein. In addition, the terms "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions, for example, a process, method, system, product, or device that includes a series of steps or units is not necessarily limited to those steps or units that are clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products, or devices.
[0058] Example 1
[0059] like Figure 1 As shown, a management method based on image recognition includes the following steps:
[0060] S1. Acquire first image data of a first area, and obtain a first target and a second target according to the first image data.
[0061] Specifically, the first target is configured as a target identified as a non-visitor in the first image data, and the second target is configured as a target identified as a visitor in the first image data.
[0062] Optionally, a visitor may refer to a target that is not affiliated with the company, organization or system, or may refer to a target that is affiliated with the company, organization or system but does not have first-area authority or has low authority in the first area.
[0063] Optionally, whether the identified target is the first target or the second target may be determined by whether the identified target is associated with the first area in a preset system or database.
[0064] Optionally, the first target may be one or more, and the second target may also be one or more.
[0065] Optionally, the first image data may be picture data or video data.
[0066] According to the first image data, a method for obtaining the first target and the second target may be to first obtain the target to be detected in the first image data through a target detection model, and then identify the target to be detected to obtain the first target and the second target.
[0067] Optionally, the first target and the second target may be movable persons or objects such as people, cars, robots, etc., or may be objects such as QR codes that can store authorization information.
[0068] S2. According to the first target, obtain first user information corresponding to the first target.
[0069] Optionally, the first user and the first user information corresponding to the first target may be obtained by obtaining the biometric data of the first target, where the biometric data includes facial recognition data, fingerprint data, and the like.
[0070] Optionally, the first user and the first user information corresponding to the first target may be obtained through passage information of the first area or the first target passing through the door control of other areas.
[0071] Optionally, the first user and the first user information corresponding to the first target may be obtained through a specific item detected in the first area, such as an RFID tag of the first user.
[0072] Optionally, when obtaining the first user information corresponding to the first target according to the first target, the first user information may not correspond one-to-one with the first target, and only the quantity needs to be consistent.
[0073] S3. Obtain a first permission of the first target in the first area according to the first user information.
[0074] Optionally, the first permission is configured as a permission that the first user can authorize to a visitor in the first area.
[0075] Optionally, the first permission may be configured by the first user before receiving the visitor.
[0076] Optionally, the first permission may be bound to the first user, or may be obtained by the first user through application in the approval system.
[0077] S4. According to the second target, obtain second user information corresponding to the second target.
[0078] Optionally, the second user and the second user information corresponding to the second target can be obtained by obtaining the biometric data of the second target, where the biometric data includes facial recognition data, fingerprint data, etc.
[0079] Optionally, the second user and the second user information corresponding to the second target may be obtained through passage information of the second area or the second target passing through the gate of other areas.
[0080] Optionally, the second user corresponding to the second target and the second user information may be obtained through a specific item detected in the second area, such as an RFID tag of the second user.
[0081] Optionally, when obtaining the second user information corresponding to the second target according to the second target, the second user information may not correspond one-to-one with the second target, and only the number needs to be consistent.
[0082] S5. Configure the first permission for the second object according to the first permission and the second user information.
[0083] Through the above scheme, when receiving visitors, even if the visitors have not applied for the corresponding permissions in advance, as long as the receptionist has the corresponding permissions, when the receptionist receives the visitors, as long as the monitoring equipment in the corresponding area recognizes the receptionist, the visitor can be authorized according to the receptionist's reception permissions. Specifically, when a visitor visits the company, he did not intend to have a meal in the company, but the visit has not ended by meal time. The existing scheme generally assists the visitor to have a meal in the cafeteria by providing meal coupons and other methods through the receptionist. With this scheme, only the receptionist and the visitor need to go to the cafeteria together, and the background system will automatically add the visitor's dining permissions. The visitor only needs to swipe his visitor code or visitor certificate to have a normal meal. The above scheme at least solves the problem of the existing visitor management system, which generally requires visitors to apply for different permissions in advance. Once the system approval is completed, the visitor's permissions are relatively fixed. Once there is any change during the visitor's visit, the visitor or the person in charge of reception is often required to re-apply for approval. In the actual reception process, the process is relatively cumbersome.
[0084] Example 2
[0085] This embodiment is based on the first embodiment, and is a management method based on image recognition, comprising the following steps:
[0086] S1. Acquire first image data of a first area, and obtain a first target and a second target according to the first image data.
[0087] Specifically, the first target is configured as a target identified as a non-visitor in the first image data, and the second target is configured as a target identified as a visitor in the first image data.
[0088] Optionally, a visitor may refer to a target that is not affiliated with the company, organization or system, or may refer to a target that is affiliated with the company, organization or system but does not have first-area authority or has low authority in the first area.
[0089] Optionally, whether the identified target is the first target or the second target may be determined by whether the identified target is associated with the first area in a preset system or database.
[0090] Optionally, the first target may be one or more, and the second target may also be one or more.
[0091] Optionally, the first image data may be picture data or video data.
[0092] According to the first image data, a method for obtaining the first target and the second target may be to first obtain the target to be detected in the first image data through a target detection model, and then identify the target to be detected to obtain the first target and the second target.
[0093] Optionally, the first target and the second target may be movable persons or objects such as people, cars, robots, etc., or may be objects such as QR codes that can store authorization information.
[0094] Optionally, before acquiring first image data of the first area and obtaining the first target and the second target according to the first image data, the method further includes:
[0095] Receive visitor information sent by the target device, the visitor information including visitor identity information and visitor image information, and store the visitor identity information and visitor image information after binding them.
[0096] Optionally, the visitor image information is configured to include at least collected image data that can be used by the monitoring device to identify and track the visitor.
[0097] Optionally, the target device may be a campus access control device or a building access control device. When a visitor passes through the target device using a visitor code, a camera integrated in the target device may capture the visitor image to obtain visitor image information. The target device packages the visitor code and the visitor image information into visitor information, and the visitor identity information may be obtained by parsing the visitor code.
[0098] Optionally, acquiring first image data of the first area, and obtaining the first target and the second target according to the first image data, includes:
[0099] First image data of a first area is acquired, and a first target and a second target are acquired according to the first image data through an image recognition model and visitor image information.
[0100] Optionally, the image recognition model also includes a target detection model, wherein the target detection model may select a YOLO, Faster R-CNN or SSD algorithm.
[0101] Optionally, obtaining first image data of the first area, and obtaining the first target and the second target according to the first image data by using an image recognition model and visitor image information, includes:
[0102] Acquire first image data of the first area, and obtain at least one target to be identified through a target detection model according to the first image data;
[0103] According to at least one target to be identified and the visitor image information, through the image recognition model, the target to be identified that matches the visitor image information in the at least one target to be identified is obtained as the second target, and the other targets to be identified are obtained as the first targets.
[0104] Using the above method, the visitor image information does not need to be the visitor's facial recognition information or fingerprint information. It only needs to collect the visitor's body shape and clothing appearance to identify the visitor. The clarity requirement for the first image data is low. In some scenarios, it can also be combined with the target tracking model to continuously track the visitor, which can distinguish the first target and the second target more quickly.
[0105] S2. According to the first target, obtain first user information corresponding to the first target.
[0106] Optionally, the first user and the first user information corresponding to the first target may be obtained by obtaining the biometric data of the first target, where the biometric data includes facial recognition data, fingerprint data, and the like.
[0107] Optionally, the first user and the first user information corresponding to the first target may be obtained through passage information of the first area or the first target passing through the door control of other areas.
[0108] Optionally, the first user and the first user information corresponding to the first target may be obtained through a specific item detected in the first area, such as an RFID tag of the first user.
[0109] Optionally, when obtaining the first user information corresponding to the first target according to the first target, the first user information may not correspond one-to-one with the first target, and only the quantity needs to be consistent.
[0110] Optionally, obtaining first user information corresponding to the first target according to the first target includes:
[0111] According to the first target, determining whether the first image data includes a first characteristic image of the first target;
[0112] When the first image data includes a first characteristic image of a first target, obtaining first user information corresponding to the first target according to the first characteristic image;
[0113] When the first image data does not include the first characteristic image of the first target, a first trajectory of the first target is acquired, and first user information corresponding to the first target is obtained according to the first trajectory.
[0114] Optionally, the first track may include a door access control or gate that the first target passes through. When the first target passes through the above device, the first user information is generally required.
[0115] S3. Obtain a first permission of the first target in the first area according to the first user information.
[0116] Optionally, the first permission is configured as a permission that the first user can authorize to a visitor in the first area.
[0117] Optionally, the first permission may be configured by the first user before receiving the visitor.
[0118] Optionally, the first permission may be bound to the first user, or may be obtained by the first user through application in the approval system.
[0119] Optionally, obtaining, according to the first user information, a first permission of the first target in the first area includes:
[0120] According to the first user information, determining whether the first user corresponding to the first user information has submitted a visitor approval at a first time corresponding to the first image data;
[0121] When the first user submits the visitor approval at the first time corresponding to the first image data, a second permission corresponding to the visitor approval is obtained, and a first permission of the first target in the first area is obtained according to the second permission;
[0122] When the first user does not submit a first-time visitor approval corresponding to the first image data, a third permission corresponding to the first user is obtained, and a first permission of the first target in the first area is obtained according to the third permission.
[0123] Through the above solution, the permissions of the first target can be flexibly configured. When receiving more important visitors, the first user can improve his reception permissions through approval in advance.
[0124] Specifically, in order to achieve the above functions, this embodiment provides a Python code to achieve the above functions:
[0125]
[0126]
[0127] if approved_permissions:
[0128] print(f"User A submitted permission approval within the specified time, the permissions are: {approved_permissions}")
[0129] grant_permissions(userB,approved_permissions)
[0130] else:
[0131] print("User A did not submit permission approval within the specified time, and his current permission is authorized.
[0132] ")
[0133] grant_permissions(userB,userA['permissions'])
[0134] print(f"User B's permissions: {userB['permissions']}")
[0135] #Specify time range
[0136] start_time=datetime.datetime(2024,10,15,12,00,00)
[0137] end_time=datetime.datetime(2024,10,15,18,00,00)
[0138] #Execute the main program
[0139] main('userA','userB',start_time,end_time).
[0140] Among them, the user database user_db simulates user information, including user A's permissions and approval requests. The check_permission_request function traverses user A's approval requests and checks whether they have been submitted within the specified time. If yes, the corresponding permissions are returned. The grant_permissions function grants the obtained permissions to user B and removes duplicates to ensure that user B's permissions are not repeated. The main function is configured as the main logic, which is used to check the permission approval of user A and authorize user B according to the situation. start_time and end_time are used to set the time range, which is set to 12:00 to 18:00 on October 15, 2024. It can be adjusted as needed. The time between start_time and end_time means that the first user submitted the visitor approval of the first time corresponding to the first image data. userA is user A, that is, the user corresponding to the first target, and userB is user B, that is, the user corresponding to the second target. approved_permissions is the second permission corresponding to the visitor approval initiated by user A, and permissions is the third permission corresponding to the visitor approval initiated by user A.
[0141] Optionally, when the number of first targets is greater than 1, obtaining a first permission of the first target in the first area according to the first user information includes:
[0142] According to the first user information, determining whether a first user corresponding to the first user information has submitted a visitor approval at a first time corresponding to the first image data;
[0143] When a user among the first users submits a visitor approval at a first time corresponding to the first image data, a second permission corresponding to the visitor approval is obtained, and a first permission of the first target in the first area is obtained according to the second permission;
[0144] When no first user has submitted a first visitor approval corresponding to the first image data, at least one third permission corresponding to at least one first user is obtained, and the first permission of the first target in the first area is obtained according to the highest permission among the at least one third permission.
[0145] Optionally, obtaining a second permission corresponding to visitor approval, and obtaining a first permission of the first target in the first area according to the second permission, includes:
[0146] Obtain the second permission corresponding to visitor approval, and determine whether the second permission involves the first area.
[0147] When the second permission involves the first area, obtaining the first permission of the first target in the first area according to the second permission;
[0148] When the second permission does not involve the first area, a third permission corresponding to the first user is obtained, and a first permission of the first target in the first area is obtained according to the third permission.
[0149] S4. According to the second target, obtain second user information corresponding to the second target.
[0150] Optionally, the second user and the second user information corresponding to the second target can be obtained by obtaining the biometric data of the second target, where the biometric data includes facial recognition data, fingerprint data, etc.
[0151] Optionally, the second user and the second user information corresponding to the second target may be obtained through passage information of the second area or the second target passing through the gate of other areas.
[0152] Optionally, the second user corresponding to the second target and the second user information may be obtained through a specific item detected in the second area, such as an RFID tag of the second user.
[0153] Optionally, when obtaining the second user information corresponding to the second target based on the second target, the second user information may not correspond one-to-one with the second target, as long as the quantity is consistent. The quantity of the second targets can be confirmed through a target detection model or a target tracking model.
[0154] S5. Configure the first permission for the second object according to the first permission and the second user information.
[0155] Optionally, after configuring the first permission for the second object according to the first permission and the second user information, the method further includes:
[0156] Acquire second image data of the first area, and determine whether the second object is located in the first area according to the second image data;
[0157] When the second object is not located in the first area, the first permission of the second object is suspended.
[0158] Example 3
[0159] A management system based on image recognition, including an image acquisition platform and a management platform;
[0160] The image acquisition platform is configured as follows:
[0161] Collect images of the preset area and send the collected images to the access authority management platform;
[0162] The access rights management platform is configured as follows:
[0163] Acquire first image data of a first area, and obtain a first target and a second target according to the first image data, wherein the first target is configured as a target identified as a non-visitor in the first image data, and the second target is configured as a target identified as a visitor in the first image data;
[0164] According to the first target, obtaining first user information corresponding to the first target;
[0165] According to the first user information, obtaining a first permission of the first target in the first area;
[0166] According to the second target, obtaining second user information corresponding to the second target;
[0167] The first permission is configured for the second object according to the first permission and the second user information.
[0168] Optionally, before acquiring first image data of the first area and obtaining the first target and the second target according to the first image data, the method further includes:
[0169] Receive visitor information sent by the target device, the visitor information including visitor identity information and visitor image information, and store the visitor identity information and visitor image information after binding them.
[0170] Optionally, acquiring first image data of the first area, and obtaining the first target and the second target according to the first image data, includes:
[0171] First image data of a first area is acquired, and a first target and a second target are acquired according to the first image data through an image recognition model and visitor image information.
[0172] Optionally, obtaining first user information corresponding to the first target according to the first target includes:
[0173] According to the first target, determining whether the first image data includes a first characteristic image of the first target;
[0174] When the first image data includes a first characteristic image of a first target, obtaining first user information corresponding to the first target according to the first characteristic image;
[0175] When the first image data does not include the first characteristic image of the first target, a first trajectory of the first target is acquired, and first user information corresponding to the first target is obtained according to the first trajectory.
[0176] Optionally, after configuring the first permission for the second object according to the first permission and the second user information, the method further includes:
[0177] Acquire second image data of the first area, and determine whether the second object is located in the first area according to the second image data;
[0178] When the second object is not located in the first area, the first permission of the second object is suspended.
[0179] Optionally, it also includes an approval management platform;
[0180] The approval management platform is configured as follows:
[0181] In response to the query request of the management platform, send the corresponding visitor approval to the management platform;
[0182] The management platform is also configured to:
[0183] According to the first user information, obtaining a first permission of the first target in the first area includes:
[0184] According to the first user information, determining whether the first user corresponding to the first user information has submitted a visitor approval at a first time corresponding to the first image data;
[0185] When the first user submits the visitor approval at the first time corresponding to the first image data, a second permission corresponding to the visitor approval is obtained, and a first permission of the first target in the first area is obtained according to the second permission;
[0186] When the first user does not submit a first-time visitor approval corresponding to the first image data, a third permission corresponding to the first user is obtained, and a first permission of the first target in the first area is obtained according to the third permission.
[0187] Optionally, obtaining a second permission corresponding to visitor approval, and obtaining a first permission of the first target in the first area according to the second permission, includes:
[0188] Obtain the second permission corresponding to visitor approval, and determine whether the second permission involves the first area.
[0189] When the second permission involves the first area, obtaining the first permission of the first target in the first area according to the second permission;
[0190] When the second permission does not involve the first area, a third permission corresponding to the first user is obtained, and a first permission of the first target in the first area is obtained according to the third permission.
[0191] Example 4
[0192] This embodiment provides a computer device, which includes a memory and a processor. The memory stores a computer program, and the processor executes the computer program to implement any of the above methods.
[0193] Specifically, Figure 2 As shown, Figure 2This is a structural diagram of a computer device in the present application, and the computer device may include: a processor 101, such as a central processing unit (CPU), a communication bus 102, a user interface 104, a network interface 103, and a memory 105. Among them, the communication bus 102 is used to realize the connection and communication between these components. The user interface 104 may include a display screen (Display), an input unit such as a keyboard (Keyboard), and the user interface 104 may also include a standard wired interface and a wireless interface. The network interface 103 may optionally include a standard wired interface and a wireless interface (such as a wireless fidelity (WIreless-FIdelity, WI-FI) interface). The memory 105 may optionally be a storage device independent of the aforementioned processor 101. The memory 105 may be a high-speed random access memory (RAM) memory, or it may be a stable non-volatile memory (NVM), such as at least one disk storage; the processor 101 may be a general-purpose processor, including a central processing unit, a network processor, etc., or it may be a digital signal processor, an application-specific integrated circuit, a field programmable gate array or other programmable logic device, a discrete gate or transistor logic device, or a discrete hardware component.
[0194] Those skilled in the art will appreciate that Figure 2 The structure shown in the figure does not constitute a limitation on the electronic device, and may include more or less components than shown in the figure, or combine certain components, or arrange the components differently.
[0195] like Figure 2 As shown, the memory 105 as a storage medium may include an operating system, a network communication module, a user interface module, and an application program for implementing a management method based on image recognition.
[0196] exist Figure 2 In the electronic device shown, the network interface 103 is mainly used for data communication with a network server; the user interface 104 is mainly used for data interaction with a user; the processor 101 and the memory 105 in the present application can be set in the electronic device, and the electronic device calls the application stored in the memory 105 for implementing a management method based on image recognition through the processor 101 to implement the above method.
[0197] Example 5
[0198] This embodiment provides a computer-readable storage medium, on which a computer program is stored, and a processor executes the computer program to implement any of the above methods.
[0199] In some embodiments, the computer readable storage medium may be a memory such as FRAM, ROM, PROM, EPROM, EEPROM, flash memory, magnetic surface memory, optical disk, or CD-ROM; or various devices including one or any combination of the above memories. The computer may be various computing devices including intelligent terminals and servers.
[0200] In the above embodiments of the present disclosure, the description of each embodiment has its own emphasis. For parts that are not described in detail in a certain embodiment, reference can be made to the relevant descriptions of other embodiments.
[0201] In the several embodiments provided in this application, it should be understood that the disclosed technical content can be implemented in other ways. Among them, the device embodiments described above are only schematic. For example, the division of units can be a logical function division. There may be other division methods in actual implementation. For example, multiple units or components can be combined or integrated into another system, or some features can be ignored or not executed. Another point is that the mutual coupling or direct coupling or communication connection shown or discussed can be through some interfaces, indirect coupling or communication connection of units or modules, which can be electrical or other forms.
[0202] The units described as separate components may or may not be physically separated, and the components shown as units may or may not be physical units, that is, they may be located in one place or distributed over multiple units. Some or all of the units may be selected according to actual needs to achieve the purpose of the present embodiment.
[0203] In addition, each functional unit in each embodiment of the present disclosure may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit. The above-mentioned integrated unit may be implemented in the form of hardware or in the form of software functional units.
[0204] If the integrated unit is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable non-volatile storage medium. Based on this understanding, the technical solution of the present disclosure is essentially or the part that contributes to the prior art or all or part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a non-volatile storage medium, including a number of instructions to enable a computer device (which can be a personal computer, server or network device, etc.) to perform all or part of the steps of the various embodiments of the present disclosure. The aforementioned non-volatile storage medium includes: U disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), mobile hard disk, disk or optical disk and other media that can store program codes.
[0205] The above are only preferred embodiments of the present disclosure. It should be pointed out that, for ordinary technicians in this technical field, several improvements and modifications can be made without departing from the principles of the present disclosure. These improvements and modifications should also be regarded as the protection scope of the present disclosure.
Claims
1. A management method based on image recognition, characterized in that: The following steps are involved: Acquire first image data of a first area, and obtain a first target and a second target according to the first image data, wherein the first target is configured as a target identified as a non-visitor in the first image data, and the second target is configured as a target identified as a visitor in the first image data; According to the first target, obtaining first user information corresponding to the first target; Obtaining, according to the first user information, a first permission of the first target in the first area; According to the second target, obtaining second user information corresponding to the second target; The first permission is configured for the second object according to the first permission and the second user information.
2. The management method based on image recognition according to claim 1, characterized in that: The acquiring of the first image data of the first area, and obtaining the first target and the second target according to the first image data, further comprises: The visitor information sent by the target device is received, the visitor information including visitor identity information and visitor image information, and the visitor identity information and the visitor image information are bound and stored.
3. A management method based on image recognition according to claim 2, characterized in that: The step of acquiring first image data of the first area and obtaining a first target and a second target according to the first image data comprises: First image data of a first area is acquired, and a first target and a second target are acquired according to the first image data through an image recognition model and the visitor image information.
4. The management method based on image recognition according to claim 1, characterized in that: The obtaining, according to the first target, first user information corresponding to the first target includes: According to the first target, determining whether the first image data includes a first characteristic image of the first target; When the first image data includes a first characteristic image of a first target, obtaining first user information corresponding to the first target according to the first characteristic image; When the first image data does not include a first characteristic image of the first target, a first trajectory of the first target is acquired, and first user information corresponding to the first target is obtained according to the first trajectory.
5. The management method based on image recognition according to claim 1, characterized in that: The obtaining, according to the first user information, a first permission of the first target in the first area includes: According to the first user information, determining whether a first user corresponding to the first user information has submitted a visitor approval at a first time corresponding to the first image data; When the first user submits a visitor approval at a first time corresponding to the first image data, a second permission corresponding to the visitor approval is obtained, and a first permission of the first target in the first area is obtained according to the second permission; When the first user does not submit a first-time visitor approval corresponding to the first image data, a third permission corresponding to the first user is obtained, and a first permission of the first target in the first area is obtained according to the third permission.
6. A management method based on image recognition according to claim 5, characterized in that: The obtaining of the second permission corresponding to the visitor approval, and obtaining the first permission of the first target in the first area according to the second permission, includes: obtaining a second permission corresponding to the visitor approval, and determining whether the second permission involves the first area, When the second permission involves the first area, obtaining a first permission of the first target in the first area according to the second permission; When the second permission does not involve the first area, a third permission corresponding to the first user is obtained, and a first permission of the first target in the first area is obtained according to the third permission.
7. The management method based on image recognition according to claim 1, characterized in that: After configuring the first permission for the second object according to the first permission and the second user information, the method further includes: Acquire second image data of the first area, and determine whether the second object is located in the first area according to the second image data; When the second object is not located in the first area, the first permission of the second object is suspended.
8. A management system based on image recognition, characterized in that: Including image acquisition platform and management platform; The image acquisition platform is configured as follows: Collecting images of a preset area and sending the collected images to the access authority management platform; The access authority management platform is configured as follows: Acquire first image data of a first area, and obtain a first target and a second target according to the first image data, wherein the first target is configured as a target identified as a non-visitor in the first image data, and the second target is configured as a target identified as a visitor in the first image data; According to the first target, obtaining first user information corresponding to the first target; Obtaining, according to the first user information, a first permission of the first target in the first area; According to the second target, obtaining second user information corresponding to the second target; The first permission is configured for the second object according to the first permission and the second user information.
9. A management system based on image recognition according to claim 8, characterized in that: It also includes an approval management platform; The approval management platform is configured as follows: In response to the query request of the management platform, sending the corresponding visitor approval to the management platform; The management platform is also configured to: The obtaining, according to the first user information, a first permission of the first target in the first area includes: According to the first user information, determining whether a first user corresponding to the first user information has submitted a visitor approval at a first time corresponding to the first image data; When the first user submits a visitor approval at a first time corresponding to the first image data, a second permission corresponding to the visitor approval is obtained, and a first permission of the first target in the first area is obtained according to the second permission; When the first user does not submit a first-time visitor approval corresponding to the first image data, a third permission corresponding to the first user is obtained, and a first permission of the first target in the first area is obtained according to the third permission.
10. A device, characterized in that: The device comprises a memory and a processor, wherein a computer program is stored in the memory, and the processor executes the computer program to implement the method according to any one of claims 1 to 7.