CN110544324A - Registration sign-in method, assembly, terminal device and storage medium - Google Patents
Registration sign-in method, assembly, terminal device and storage medium Download PDFInfo
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- CN110544324A CN110544324A CN201810563578.6A CN201810563578A CN110544324A CN 110544324 A CN110544324 A CN 110544324A CN 201810563578 A CN201810563578 A CN 201810563578A CN 110544324 A CN110544324 A CN 110544324A
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- individual
- database
- avatar
- particular event
- confidence score
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/172—Classification, e.g. identification
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C1/00—Registering, indicating or recording the time of events or elapsed time, e.g. time-recorders for work people
- G07C1/10—Registering, indicating or recording the time of events or elapsed time, e.g. time-recorders for work people together with the recording, indicating or registering of other data, e.g. of signs of identity
Abstract
The present invention relates to a more efficient method, assembly, terminal device and computer readable storage medium for registering a check-in for an individual performed on a terminal device. The method for registering and checking in the individual executed on the terminal equipment comprises the following steps: capturing, by an application on a terminal device, a facial image of an individual invited to participate in a particular event while the particular event is held; transmitting the facial image to a computing device storing a database for matching operations, wherein the database pre-stores an avatar photograph for each of at least one individual of the particular event; receiving, from the computing device, a matching result obtained by matching the face image with a plurality of avatar photos stored in the database; and determining, by the application on the terminal device, whether to check in the individual for the registration of the particular event based on the matching result.
Description
Technical Field
The present invention relates to the field of image recognition, and in particular, to a method, an assembly, a terminal device, and a computer-readable storage medium for registering a check-in to an individual, which are performed on the terminal device.
Background
Currently, methods of registering a guest for check-in at the occurrence of a particular event include scanning a ticket, searching for the guest's name or a combination of the two, or other similar methods. The main drawback of these common check-in methods is the need for guests to present electronic or paper tickets at the check-in station (e.g., foreground, hospice, etc.). Today, people receive a large number of emails every day, which makes finding emails containing electronic tickets very time consuming and inconvenient. Paper bills are not environment-friendly. The method of searching for the guest name is very inefficient because of the possibility of misspelling the name and because of the extra time required.
The drawbacks of several of the above-mentioned methods lead to the result that guests are waiting in long lines. Waiting for a long time, misspelling the name, losing a ticket, or not finding or deleting an email by mistake, can cause a very unpleasant experience for the guest and also cause the organizer of the event to be dissatisfied.
Therefore, there is a need for a technique capable of improving the ability to solve the problems existing in the related art.
Disclosure of Invention
the present invention relates to an efficient method, assembly, terminal device and computer readable storage medium for registering a check-in for an individual, performed on the terminal device.
According to a first aspect of the present invention, there is provided a method of registering a check-in for an individual, performed on a terminal device, comprising: capturing, by an application on a terminal device, a facial image of an individual invited to participate in a particular event while the particular event is held; transmitting the facial image to a computing device storing a database for matching operations, wherein the database pre-stores an avatar photograph for each of at least one individual of the particular event; receiving, from the computing device, a matching result obtained by matching the face image with a plurality of avatar photos stored in the database; and determining, by the application on the terminal device, whether to check in the individual for the registration of the particular event based on the matching result.
According to a second aspect of the present invention, there is provided an assembly for mounting on a terminal device, comprising: an application configured to capture facial images of individuals invited to participate in a particular event while the particular event is held; a sending module configured to transmit the facial image to a computing device storing a database for matching operations, wherein the database pre-stores an avatar photograph of each of at least one individual for a particular event; and a receiving module configured to receive, from the computing device, a matching result obtained by matching the face image with a plurality of avatar photos stored in the database; wherein the application is further configured to determine whether to check in the individual for a specific event based on the matching result.
According to a third aspect of the present invention there is provided a terminal device comprising an assembly according to the second aspect of the present invention.
According to a fourth aspect of the present invention, there is provided a computer readable storage medium having stored thereon a computer program which, when executed by a processor, performs the method according to the first aspect.
As described previously, common methods for registering check-in guests may result in long waiting queues, long waiting times, poor experience for both guests and hosts. In contrast, according to embodiments of the present invention, a face recognition infrastructure is readily available and utilized in a more efficient manner. The database according to the present invention may be seamlessly integrated with face recognition technology to facilitate and complete a smooth check-in process. For the guest, the method according to the embodiment of the invention enables the guest to carry and/or worry about forgetting the paper bill and/or the electronic bill. The guest needs only the guest's face. This convenient check-in procedure requires fewer on-site check-in assistants for the event host and more efficiently utilizes the time that the assistants are at the check-in station.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate some embodiments in accordance with the invention and together with the description, serve to explain the principles of the invention.
FIG. 1 is a flow diagram of a method of registering a check-in for an individual according to an embodiment of the invention.
FIG. 2 is a block diagram of components that register an individual for check-in, according to an embodiment of the present invention.
Detailed Description
Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, like numbers in different drawings represent the same or similar elements unless otherwise indicated. The embodiments described in the following exemplary embodiments do not represent all embodiments consistent with the present invention. Rather, they are merely examples of apparatus and methods consistent with certain aspects of the invention, as detailed in the appended claims.
In order to make the technical solutions of the present invention better understood, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The terms "first," "second," and the like in the description and claims of the present invention and in the above-described drawings are used for distinguishing between different objects and not for describing a particular order. Furthermore, the terms "include" and "have," as well as any variations thereof, are intended to cover non-exclusive inclusions. For example, a process, method, system, article, or apparatus that comprises a list of operations or elements is not limited to those listed but may alternatively include other operations or elements not listed or inherent to such process, method, article, or apparatus.
Reference herein to "an embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment can be included in at least one embodiment of the invention. The appearances of the phrase in various places in the specification are not necessarily all referring to the same embodiment, nor are separate or alternative embodiments mutually exclusive of other embodiments. It is explicitly and implicitly understood by one skilled in the art that the embodiments described herein can be combined with other embodiments.
Facial recognition or check-in according to embodiments of the present invention is built on top of an artificial intelligence infrastructure and is used to register individuals checking in to a particular event using their faces as recognition targets (e.g., guests invited to participate in the event). To facilitate event management, a check-in process is proposed. The check-in process is one of the key steps of event management. To optimize the check-in process, a new and more efficient method is proposed that can increase the efficiency of the check-in process and can avoid long waiting times for guests and improve the experience of the individuals and the managers of that particular event.
FIG. 1 is a flow diagram of a method of registering a check-in for an individual according to an embodiment of the invention. As shown in fig. 1, the method includes the following operations.
In block S102, an image of a face of an individual invited to participate in a particular event is captured by an application on the terminal device at the time the particular event is held.
In block S104, the facial image is transmitted to a computing device storing a database that pre-stores an avatar photograph of each of at least one individual for a particular event for a matching operation.
in block S106, a matching result obtained by matching the face image with a plurality of avatar photos stored in a database is received from the computing device.
In block S108, it is determined by the application on the terminal device whether to check in the individual for a registration for a particular event according to the matching result.
In one embodiment, the avatar photo in the database may be an avatar photo of the individual that is obtained through an online registry when the individual is invited to participate in a particular event. For example, in one embodiment, the invited individual accesses an online registry, e.g., via a browser, to enter information and an avatar photo for the individual. For example, the avatar photograph may be manually uploaded.
Alternatively, the avatar photo in the database may be an avatar photo of the individual that was obtained through an account of the individual's social media when the individual was invited to participate in a particular event. For example, the avatar photograph may be obtained from a social media account (e.g., Wechat, QQ, LinkedIn, Facebook, and Gmail) login.
If the photo of the avatar of the invited individual is not obtained, the photo of the avatar is also not available in the database.
In one embodiment, after receiving the photo of the avatar, an electronic ticket may be sent to the individual, for example, by sending a confirmation mail containing the electronic ticket to the invited individual. Additionally, in one embodiment, a two-dimensional barcode (e.g., a Quick Response (QR) code) may also be sent to the invited individual to assist in check-in registration when the individual attends the particular event. For example, the two-dimensional barcode may be used for check-in registration when the picture of the individual's face does not match any avatar photograph in the database.
In one embodiment, determining whether to check-in the individual for the particular event based on the matching results comprises: if the match result indicates that the confidence score of the photo of the avatar in the database matching the facial image of the individual is greater than or equal to a predetermined confidence score threshold, the individual may be checked-in for a particular event. In one embodiment, if the match result indicates that the confidence score of the photo of the avatar in the database matching the facial image of the individual is greater than or equal to a predetermined confidence score threshold, the name of the individual may be displayed by an application of the terminal device and a check-in button displayed to facilitate checking in.
In one particular embodiment, if the confidence score of the avatar photo in the database for a particular event that best matches the facial image is greater than or equal to a predetermined confidence score threshold (e.g., 80%), the avatar photo may be retrieved from the database and a confirmation button may pop up on the screen of the application of the terminal device to prompt the user (e.g., an assistant) to click on the check-in. For example, the interface of the application on the terminal device may turn green to prompt the assistant and/or the invited individual, and a matching message may be displayed that may indicate the name representing the invited individual and the time at which image analysis needs to be completed.
In one embodiment, determining whether to check-in the individual for the particular event based on the matching results comprises: if the match result indicates that the confidence score of the photo of the avatar in the database matching the facial image of the individual is less than a predetermined confidence score threshold, a predetermined number of photos of the avatar may be selected from the database from high to low according to the confidence score to assist in manual check-in registration of the individual. In one embodiment, if the match result indicates that the confidence score of the avatar photograph in the database at the time of the match with the face image of the individual is less than a predetermined confidence score threshold, a message may be displayed by the application of the terminal device to indicate that the face image of the individual does not match the avatar photograph in the database. If the confidence score of the avatar photo in the database for the particular event that best matches the facial image is less than a predetermined confidence score threshold, a predetermined number (e.g., 3) of avatar photos with higher confidence scores are signaled from the database, from high to low, according to the confidence score. In other words, a predetermined number of avatar photographs that best match the face image are retrieved from the database. Thereby facilitating the user (e.g., an assistant) to select a photograph matching the scanned invited individuals for check-in. If the assistant still cannot determine whether there are any avatar photos that match the face image of the invited individual among the predetermined number of avatar photos, then a conventional check-in method may be used, such as using a name search or using a ticket scan, etc. For example, the interface of the terminal may turn red and a mismatch message may be displayed, which may indicate the time required to complete the image analysis.
after studying the limitations of conventional face recognition techniques, one embodiment of the present invention proposes some means. For example, when a photo of the avatar that matches the image of the face of the received individual cannot be found in the database, a conventional check-in process (scanning the ticket QR code or searching by name for the invited individual) needs to be employed. In order to minimize the number of false matches, in the facial recognition method for registering a check-in proposed by one embodiment of the present invention, a confidence score threshold is set, specifically, the confidence score threshold may be 80%, and only the face image of the invited individual may be matched with the avatar photograph in the database for the specific event. In other words, the database for a particular event includes only the photo of the avatar of the invited individual for that particular event. Therefore, the matching time can be saved, and the matching efficiency is improved. In other words, if the face recognition and matching process does not produce a match result with a confidence score that exceeds a predetermined confidence score threshold, a conventional check-in process is required. However, it is understood that a confidence score threshold of greater or lesser than 80% may be set, as the case may be.
In one embodiment, applications may be downloaded for installation on the terminal device from, for example, an application store (App store) or Google Play (Google Play). The check-in process can be optimized by simply taking a picture of the guest's face with an application on the terminal.
In one embodiment, the plurality of events may also be displayed by an application on the terminal device to enable selection of a particular event in progress from the plurality of events.
In one embodiment, a list of names of individuals participating in a particular event may also be displayed by an application on the terminal device to enable manual check-in.
A specific application example is described below from the perspective of user usage.
a new event may be created at the management panel on the event management platform. In one embodiment, the event management platform may be installed in one or more computers (e.g., servers). In one embodiment, when a new event is created, details related to the event may be added, including but not limited to one or more of an event name, an event date, a start time, an end time, and an event location.
The guest's picture will be stored in a database for the particular event.
For example, a terminal device with camera functionality, such as a smartphone (e.g., with iOS or android systems), may be used when hosting the particular event and checking in guests for the particular event. A specific mobile application (e.g., a Juven manager application) is installed on the terminal. For example, the particular mobile application may be downloaded from, for example, an application store (App store) or Google Play (Google Play). The mobile application is opened and the mobile application obtains the user information of the assistant, e.g., username and password, to log in. The mobile application displays a plurality of events to enable the assistant to select one event from the plurality of events for management.
In one embodiment, the name of the assistant will be displayed on the home screen, and the home screen enables the assistant to select events that the assistant has access to. In one embodiment, different service listings may be displayed on the home screen for different assistants. For example, the list of services displayed on the home screen may depend on the type of access rights of the assistant. In one embodiment, a guest list may also be displayed on the screen (e.g., check-in screen) of the mobile application, through which the guest may be manually checked-in, for example, by clicking on a particular box on the screen. A search bar above the screen enables the assistant to search for guests by name.
The mobile application also displays a photo icon, clicking on which will display a shooting screen on which the ticket QR code or the guest's face can be scanned. The assistant will use a particular mobile application to scan the guest's face to obtain a facial image. The menu of the mobile application displays a "register check-in" button to enter the register check-in process. The face icon is displayed in the search bar of the mobile application for the assistant to tap the face icon to switch to the screen for face scanning. After switching to the screen for face scanning, the terminal's own camera or a camera externally connected to the terminal is directed at the guest's face to obtain an image of the guest's face. The terminal sends the face image to the database to match with the head portrait photos in the database.
The analysis may be performed by third party techniques (e.g., Amazon knowledge, Google Ai or Face + +), while data transfer and processing may be handled by Juven software.
In one embodiment, the guest's profile may be connected to another social media (e.g., Facebook) account, and the photos from that social media account may also be used to cross-verify facial images taken at check-in stations to reduce the likelihood of false positives and obtain more reliable results.
FIG. 2 is a block diagram of components that register an individual for check-in, according to an embodiment of the present invention. The above description of the method with reference to fig. 1 may also be applied to the components described below, and thus, for the sake of brevity, the description will be omitted in the following description.
As shown in FIG. 2, the components include an application 202, a sending module 204, and a receiving module 206.
Application 202 may be configured to take facial images of individuals invited to participate in a particular event while the particular event is held. The sending module 204 may be configured to transmit the facial image to a computing device storing a database that pre-stores an avatar photograph of each of at least one individual for a particular event for a matching operation. The receiving module 206 may be configured to receive a matching result obtained by matching the face image with a plurality of avatar photos stored in a database from the computing device.
The application 202 may also be configured to determine whether to check-in the individual for a particular event based on the matching results.
In one embodiment, the avatar photo in the database may be an avatar photo of the individual that is obtained through an online registry when the individual is invited to participate in a particular event.
In one embodiment, the avatar photo in the database may be an avatar photo of the individual that was obtained through an account of the individual's social media when the individual was invited to participate in a particular event.
In one embodiment, the social media may be selected from Wechat, QQ, LinkedIn, Facebook, and Gmail.
In one embodiment, the application may be configured to check-in the individual for a particular event if the match result indicates that a confidence score of an avatar photograph in the database that matches the facial image of the individual is greater than or equal to a predetermined confidence score threshold.
In one embodiment, the application may be configured to display the name of the individual and display a check-in button to facilitate checking in if the match result indicates that the confidence score of the photo of the avatar in the database matching the facial image of the individual is greater than or equal to a predetermined confidence score threshold.
In one embodiment, the application may be configured to instruct the computing device to select a predetermined number of avatar photos from the database from high to low in terms of confidence scores to assist in manual check-in registration of the individual if the match result indicates that the confidence score of the avatar photos in the database that match the facial image of the individual is less than a predetermined confidence score threshold.
In one embodiment, the application may be configured to display a message to indicate that the facial image of the individual does not match the avatar photograph in the database if the match result indicates that the confidence score of the avatar photograph in the database at the time of the match with the facial image of the individual is less than a predetermined confidence score threshold.
In one embodiment, the confidence score threshold may be 80%.
In one embodiment, the application may be further configured to display a plurality of events to enable selection of a particular event in progress from the plurality of events.
in one embodiment, the application may also be configured to display a list of names of individuals participating in a particular event to enable manual check-in.
There is also provided, in accordance with an embodiment of the present invention, terminal equipment including the components described with reference to fig. 2.
The terminal device described in the embodiment of the present invention may include a smart Phone (such as an Android Phone, an iOS Phone, a Windows Phone, etc.), a tablet computer, a palm computer, a notebook computer, a Mobile Internet device (MID, Mobile Internet Devices), a wearable device, and the like, and the terminal device is merely an example, and is not exhaustive and includes but is not limited to the terminal device.
According to an embodiment of the present invention, there is also provided a computer-readable storage medium having stored thereon a computer program which, when executed by a processor, performs the method described with reference to fig. 1.
As described previously, common methods for registering check-in guests may result in long waiting queues, long waiting times, poor experience for both guests and hosts. In contrast, according to embodiments of the present invention, a face recognition infrastructure is readily available and utilized in a more efficient manner. The database according to the present invention may be seamlessly integrated with face recognition technology to facilitate and complete a smooth check-in process. For the guest, the method according to the embodiment of the invention enables the guest to carry and/or worry about forgetting the paper bill and/or the electronic bill. The guest needs only the guest's face. This convenient check-in procedure requires fewer on-site check-in assistants for the event host and more efficiently utilizes the time that the assistants are at the check-in station.
Those skilled in the art will appreciate that the operations illustrated in all or some of the blocks of the various methods of the embodiments described above may be performed by associated hardware as instructed by a program that may be stored in a computer readable memory that may include: flash Memory disks, Read-Only memories (ROMs), Random Access Memories (RAMs), magnetic or optical disks, and the like.
The embodiments of the present invention have been described in detail, and the principles and embodiments of the present invention are explained herein using specific examples, which are provided only to help understand the method and idea of the present invention. Meanwhile, for a person skilled in the art, according to the idea of the present invention, there may be variations in the specific embodiments and the application scope, and in summary, the content of the present specification should not be construed as a limitation to the present invention.
Claims (24)
1. A method of registering a check-in for an individual performed on a terminal device, comprising:
Capturing, by an application on the terminal device, a facial image of an individual invited to participate in a particular event while the particular event is held;
Transmitting the facial image to a computing device storing a database, wherein the database pre-stores an avatar photo for each of at least one individual of the particular event, for a matching operation;
Receiving, from the computing device, a matching result obtained by matching the face image with a plurality of avatar photographs stored in the database; and
Determining, by an application on the terminal device, whether to check-in the individual for the particular event based on the matching result.
2. the method of claim 1, wherein the avatar photo in the database is an avatar photo of the individual that is acquired through an online registry at the time the individual is invited to participate in the particular event.
3. The method of claim 1, wherein the avatar photo in the database is an avatar photo of the individual that was obtained through an account of the individual's social media when the individual was invited to participate in the particular event.
4. The method of claim 3, wherein the social media is selected from Wechat, QQ, LinkedIn, Facebook, and Gmail.
5. The method of claim 1, wherein said determining whether to check-in the individual for the particular event based on the match results comprises:
Registering the individual for check-in for the particular event if the match result indicates that a confidence score of the photo of the avatar in the database matching the facial image of the individual is greater than or equal to a predetermined confidence score threshold.
6. The method of claim 5, further comprising: displaying, by an application of the terminal device, a name of the individual and displaying a check-in button to facilitate checking in if the match result indicates that a confidence score of the photo of the avatar in the database matching the face image of the individual is greater than or equal to the predetermined confidence score threshold.
7. The method of claim 1, wherein said determining whether to check-in the individual for a particular event based on the match results comprises:
And if the matching result indicates that the confidence score of the head portrait photos matched with the face image of the individual in the database is less than a preset confidence score threshold value, selecting a preset number of head portrait photos from the database from high to low according to the confidence score to assist in manual check-in registration of the individual.
8. The method of claim 7, further comprising: if the matching result indicates that the confidence score of the head portrait photo at the matching of the face image of the individual in the database is less than the preset confidence score threshold value, displaying a message by an application of the terminal device to indicate that the face image of the individual does not match the head portrait photo in the database.
9. The method of any of claims 5 to 8, wherein the confidence score threshold is 80%.
10. The method of any of claims 1 to 8, further comprising: displaying, by an application on the terminal device, a plurality of events to enable selection of a particular event in progress from the plurality of events.
11. The method of any of claims 1 to 8, further comprising: displaying, by an application on the terminal device, a list of names of individuals participating in the particular event enables manual check-in.
12. An assembly for mounting on a terminal device, comprising:
an application configured to capture, while holding a particular event, a facial image of an individual invited to participate in the particular event;
A sending module configured to transmit the facial image to a computing device storing a database, wherein the database pre-stores an avatar photo for each of at least one individual of the particular event, for a matching operation; and
A receiving module configured to receive, from the computing device, a matching result obtained by matching the face image with a plurality of avatar photographs stored in the database;
wherein the application is further configured to determine whether to check-in the individual for the particular event based on the matching result.
13. The assembly of claim 12, wherein the avatar photo in the database is an avatar photo of the individual that is acquired through an online registry at the time the individual is invited to participate in the particular event.
14. The assembly of claim 12, wherein the avatar photo in the database is an avatar photo of the individual that was acquired through an account of the individual's social media when the individual was invited to participate in the particular event.
15. The assembly of claim 14, wherein the social media is selected from Wechat, QQ, LinkedIn, Facebook, and Gmail.
16. The component of claim 12, wherein the application is configured to check-in the individual for the particular event if the match result indicates that a confidence score of an avatar photograph in the database that matches the facial image of the individual is greater than or equal to a predetermined confidence score threshold.
17. the assembly of claim 12, wherein the application is configured to display the name of the individual and display a check-in button to facilitate checking in if the match result indicates that a confidence score of an avatar photograph in the database that matches the facial image of the individual is greater than or equal to the predetermined confidence score threshold.
18. The component of claim 12, wherein the application is configured to instruct the computing device to select a predetermined number of avatar photos from the database from high to low in confidence score to assist in manual check-in registration of the individual if the match result indicates that a confidence score of the avatar photos in the database that match the facial image of the individual is less than a predetermined confidence score threshold.
19. The component of claim 18, wherein the application is configured to display a message to indicate that the facial image of the individual does not match the avatar photograph in the database if the match result indicates that the confidence score of the avatar photograph in the database at the time of the match with the facial image of the individual is less than the predetermined confidence score threshold.
20. The assembly of any of claims 16 to 19, wherein the confidence score threshold is 80%.
21. the component of any of claims 1 to 19, the application further configured to display a plurality of events to enable selection of a particular event in progress from the plurality of events.
22. The component of any of claims 1 to 19, the application further configured to display a list of names of individuals participating in the particular event to enable manual check-in.
23. A terminal device comprising the assembly of any one of claims 12-22.
24. A computer-readable storage medium, on which a computer program is stored which, when executed by a processor, performs the method according to any one of claims 1 to 11.
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