CN111126083A - Terminal picture real-time translation method and system - Google Patents
Terminal picture real-time translation method and system Download PDFInfo
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- CN111126083A CN111126083A CN201911227130.8A CN201911227130A CN111126083A CN 111126083 A CN111126083 A CN 111126083A CN 201911227130 A CN201911227130 A CN 201911227130A CN 111126083 A CN111126083 A CN 111126083A
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/22—Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition
- G06V10/235—Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition based on user input or interaction
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Abstract
The invention discloses a method and a system for translating a terminal picture in real time, wherein the method comprises the following steps: setting a target language of a picture to be translated through a plug-in built in a terminal, and importing a content source of the picture to be translated into the plug-in; capturing the screen shot of the content source in unit time, identifying the content of the captured screen shot picture of the content source, and storing the identified text information in the plug-in; translating the text information according to the target language, and feeding back a playing language formed after translation to the plug-in; replacing the picture characters of the content source by using the playing language; rendering the playing picture formed after replacement, and exporting the playing picture to the terminal through the plug-in unit for playing. The embodiment of the invention can obviously improve the cost for introducing the video or the game, is convenient for common users to use, and enlarges the richness of selecting foreign language game scenes or videos.
Description
Technical Field
The invention relates to the field of intelligent translation, in particular to a method and a system for translating a terminal picture in real time.
Background
At present, videos or games in a computer, a television terminal or a mobile phone terminal often need to be translated, for example, a movie or a game is made abroad, the translation is often required to be converted into Chinese characters when the videos or the games are introduced into the country due to language differences, or translation is required to be performed during the use process of a terminal introduced from one country to another country, the general machine recognition translation of the translation is difficult to achieve, for example, translation of videos and machines cannot effectively recognize each frame of picture, and only manual translation can be performed and then added to the videos, so that time is consumed. For another example, in the process of introducing foreign games into the country, foreign language contents are related through game scene videos on the smart television, and translated subtitles exist or a large amount of manpower is consumed for translation. For game scene users, the use cost is high, and the users need to learn and translate relevant languages by themselves or wait for a long time to translate the version. For a game scene foreign language content producer, the promotion cost is high, the foreign language content producer can only be promoted to a user who learns the language preferentially, and a target user has limitation.
Therefore, how to effectively introduce the video or game in one language into a plurality of other language countries from one country avoids the cost of manual translation and the popularization and propagation of the video, the game and the like, and further technical innovation is needed.
Disclosure of Invention
In order to solve the problems in the prior art, embodiments of the present invention provide a method and a system for translating a terminal picture in real time, which can translate, replace, and play a picture played by a terminal in real time, thereby avoiding the cost of manual translation.
In order to solve the technical problems, the invention adopts the technical scheme that:
in a first aspect, an embodiment of the present invention provides a method for translating a terminal picture in real time, including the following steps:
setting a target language of a picture to be translated through a plug-in built in a terminal, and importing a content source of the picture to be translated into the plug-in;
capturing the screen shot of the content source in unit time, identifying the content of the captured screen shot picture of the content source, and storing the identified text information in the plug-in;
translating the text information according to the target language, and feeding back a playing language formed after translation to the plug-in;
replacing the picture characters of the content source by using the playing language; rendering the playing picture formed after replacement, and exporting the playing picture to the terminal through the plug-in unit for playing.
Further, the screen capture of the content source comprises: the content source needing to be translated is subjected to screen capture and selection at the frequency of screen capture for 1 time every 1 ms; and when the captured screen capture pictures are the same, deleting the same screen capture picture at the last time, and reserving the screen capture picture of the same picture.
Further, the content identification of the screen shot picture comprises: character size information, character position area information, character color information and character background color information; the character size information comprises character content and character height; the character position area information comprises the coordinates of the characters at the upper left starting position, the lower left starting position, the upper right ending position and the lower right ending position of the screen capture picture.
Further, the replacing process of the translated target language comprises the following steps: the replaced target language and the character position area information have the same initial position coordinates and end position coordinates, and the character height is adjusted in a self-adaptive mode according to the target language and the size of the screenshot picture.
Further, the terminal picture at least comprises a video, a game picture, a terminal application picture and a dynamic picture.
On the other hand, an embodiment of the present invention further provides a terminal picture real-time translation system, including:
the plug-in setting module is used for setting a target language of the picture to be translated and importing the content source of the picture to be translated into the plug-in;
the picture capturing module is used for capturing the screen shot of the content source in unit time, identifying the content of the captured screen shot picture of the content source and storing the identified text information in the plug-in;
a picture translation module; the system is used for translating the text information according to the target language and feeding back a playing language formed after translation to the plug-in;
a picture replacement module; the system is used for replacing the picture characters of the content source with the playing language; rendering the playing picture formed after replacement, and exporting the playing picture to the terminal through the plug-in unit for playing.
Further, the picture capturing module comprises a picture selecting unit, and the picture selecting unit is used for capturing and selecting the content source to be translated at the frequency of capturing the screen for 1 time every 1 ms; and when the captured screen capture pictures are the same, deleting the same screen capture picture at the last time, and reserving the screen capture picture of the same picture.
Further, the image capture module further comprises a character recognition unit, the character recognition unit is used for recognizing the content of the screenshot image, and the recognized content comprises: character size information, character position area information, character color information and character background color information; the character size information comprises character content and character height; the character position area information comprises the coordinates of the characters at the upper left starting position, the lower left starting position, the upper right ending position and the lower right ending position of the screen capture picture.
Further, the image replacement module includes a text selection unit, the text selection unit is configured to select a replacement process of the translated target language, and the selection process includes: the replaced target language and the character position area information have the same initial position coordinates and end position coordinates, and the character height is adjusted in a self-adaptive mode according to the target language and the size of the screenshot picture.
Further, the translation of the terminal picture by the real-time translation system at least comprises a video, a game picture, a terminal application picture and a dynamic picture.
The technical scheme provided by the embodiment of the invention has the following beneficial effects:
according to the terminal picture real-time translation method and system provided by the embodiment of the invention, in the process of translating dynamic pictures such as videos or games, the target language of the picture to be translated is set through the plug-in built in the terminal, and the content source of the picture to be translated is led into the plug-in, so that the lead-in requirement is low in technical difficulty and simple to operate; then, directly utilizing an intelligent terminal to capture the screen shot of the content source in unit time, carrying out content identification on the captured screen shot picture of the content source, and storing the identified text information in the plug-in; translating the text information according to the target language, feeding back a play language formed after translation to the plug-in, so that any ordinary person who does not know the foreign language has completed the translation process of the dynamic picture, greatly reducing the cost of manual translation, and finally replacing the picture text of the content source by using the play language; the method of relying on a machine instead of manual translation obviously improves the cost for introducing the video or the game, greatly facilitates the use of common users, enlarges the richness of selecting foreign language game scenes or videos, enables the users to contact, use, learn or even interact with the videos at the first time, and enlarges the target user group of the videos or the games.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings needed to be used in the description of the embodiments will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
FIG. 1 is a flowchart of a method for real-time translation of a terminal screen according to an embodiment of the present invention;
fig. 2 is a logic diagram of a method for real-time translating a terminal screen according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying 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 first embodiment is as follows:
as shown in fig. 1, the present embodiment provides a method for real-time translating a terminal screen, including the following steps:
s1: setting a target language of a picture to be translated through a plug-in built in a terminal, and importing a content source of the picture to be translated into the plug-in;
s2: capturing the screen shot of the content source in unit time, identifying the content of the captured screen shot picture of the content source, and storing the identified text information in the plug-in;
s3: translating the text information according to the target language, and feeding back a playing language formed after translation to the plug-in;
s4: replacing the picture characters of the content source by using the playing language; rendering the playing picture formed after replacement, and exporting the playing picture to the terminal through the plug-in unit for playing.
As shown in a logic schematic diagram of the terminal picture real-time translation method in fig. 2, in the process of real-time translating a video played by a television terminal, a plug-in is started first, and the plug-in of the system-level translation at the television terminal is set to be in an open state; then setting a target language in the plug-in, and supporting 60 languages, including: chinese, English, French, Thai, etc. Selecting a target language to be translated; then, quickly capturing a screen of the content to be translated; according to the actual condition of the service, through an image-text recognition tool or an open-source image-text recognition tool, sequentially carrying out image-text recognition on the real-time captured images to obtain the text information in the images; then, according to the actual conditions of the business, the intercepted text information is translated in real time through an open source translation tool and converted into a target language; and finally, rendering and replacing the translated target language content into the same starting position and ending position of the target language, setting the optimal self-adaptive character size of the character size and the character height of the translation target source, and setting the background color of the corresponding characters. The whole process requires low technical difficulty and is simple to operate, through the real-time translation of the terminal, any ordinary person who does not know the foreign language has already finished the translation process of the dynamic picture, the cost of manual translation is greatly reduced, and finally the picture and the text of the content source are replaced by the playing language; the method of relying on a machine instead of manual translation obviously improves the cost for introducing the video or the game, greatly facilitates the use of common users, enlarges the richness of selecting foreign language game scenes or videos, enables the users to contact, use, learn or even interact with the videos at the first time, and enlarges the target user group of the videos or the games.
Preferably, the screen capture of the content source comprises: the content source needing to be translated is subjected to screen capture and selection at the frequency of screen capture for 1 time every 1 ms; and when the captured screen capture pictures are the same, deleting the same screen capture picture at the last time, and reserving the screen capture picture of the same picture. Because each picture may stay for several milliseconds or several seconds in the process of displaying or playing, in the process of capturing the screen shot of each picture, the content of the two captured pictures before and after the picture is inevitably the same, therefore, how to filter the same captured picture is also a process to be considered, after the frequency of capturing the screen once every 1ms, the captured pictures captured in the next ms are compared, and how to be the same, the captured pictures captured in the last ms are discarded, so that the same captured content can be selectively filtered, the translation efficiency and continuity are improved, and when the captured pictures in the two times are different, the pictures captured in the two times are kept.
Preferably, the content identification of the screenshot picture comprises: character size information, character position area information, character color information and character background color information; the character size information comprises character content and character height; the character position area information comprises the coordinates of the characters at the upper left starting position, the lower left starting position, the upper right ending position and the lower right ending position of the screen capture picture. Specifically, the identification of the character size information comprises recording the character content analyzed from the picture in real time, identifying the character height, and converting through the relation between the height and the character size, wherein the character position area information comprises coordinate information of the upper left starting position, the lower left starting position, the upper right ending position and the lower right ending position of the picture where the obtained character is located; the character background color information comprises character contents analyzed from the picture in real time, moving focus and screenshot background colors, classifying and then obtaining corresponding background colors, wherein the color number is set as a default light gray universal color number for the transparency color, the character background color information also comprises a color number for recording pure colors, and the character color information is used for reporting and taking character colors for the character contents analyzed from the picture in real time. Through identifying and recording various parameters of characters, the contents of the screenshot and the contents of the subsequently translated pictures can be effectively linked, so that the difference of the final played picture cannot be seen visually, the translation practicability is improved, and the translation accuracy is ensured.
Preferably, the replacing process of the target language after translation comprises: the replaced target language and the character position area information have the same initial position coordinates and end position coordinates, and the character height is adjusted in a self-adaptive mode according to the target language and the size of the screenshot picture. Specifically, according to the actual condition of the service, the intercepted text information is translated in real time through an open source translation tool and converted into a target language; rendering and replacing the same starting and ending positions of the translation target, the optimal character size of the character size and the character height of the translation target source in a self-adaptive mode, and setting the background color of the corresponding characters for the translated target language content. Further, the process of replacing the characters comprises reading the character size of the recorded characters and setting the character size of the characters to be rendered; reading the coordinates of the recorded two-dimensional location, upper left starting position, lower left starting position, upper right ending position and lower right ending position of the picture where the characters are located, and setting the coordinates of character area positions; reading the color value of the recorded background color, and setting the color value of the background color; reading a character color value and setting the character color value; because the shapes and the lengths of all languages are different, under the condition of the same area of the screen capture picture, various characters need to be adjusted in a self-adaptive mode, and therefore the different characters can be displayed on the same screen capture picture in a proper visual mode. By accurately replacing the position coordinates, the character color, the character background color and the like of the characters, the finally replaced target characters can be well embedded into the screen shot picture.
Preferably, the terminal screen includes at least a video, a game screen, a terminal application screen, and a moving picture. The terminal picture real-time translation object of the embodiment of the invention can be a video, a game picture or other dynamic pictures, once a dynamically displayed video frame can be imported into the terminal plug-in of the invention, the real-time translation process of the dynamic pictures can be completed, so that the application occasion of the terminal picture real-time translation can be obviously improved.
Example two:
the embodiment further provides a system for translating the terminal picture in real time, which includes:
the plug-in setting module is used for setting a target language of the picture to be translated and importing the content source of the picture to be translated into the plug-in;
the picture capturing module is used for capturing the screen shot of the content source in unit time, identifying the content of the captured screen shot picture of the content source and storing the identified text information in the plug-in;
a picture translation module; the system is used for translating the text information according to the target language and feeding back a playing language formed after translation to the plug-in;
a picture replacement module; the system is used for replacing the picture characters of the content source with the playing language; rendering the playing picture formed after replacement, and exporting the playing picture to the terminal through the plug-in unit for playing.
Specifically, in the process of translating the terminal picture in real time through the four modules, for example, in the process of translating the video played by the television terminal in real time, firstly, the plug-in setting module sets the plug-in of the system level translation of the television terminal to be in an open state; then setting a target language in the plug-in, and supporting 60 languages, including: chinese, English, French, Thai, etc. Selecting a target language to be translated; then, the contents to be translated are quickly captured through a picture capturing module; according to the actual condition of the service, through an image-text recognition tool or an open-source image-text recognition tool, sequentially carrying out image-text recognition on the real-time captured images to obtain the text information in the images; selecting an open source translation tool through a picture translation module according to the actual service condition, and translating the intercepted text information in real time into a target language; and finally, rendering and replacing the translated target language content by the picture replacement module to translate the translated target language content into the same starting position and ending position of the target language, the size of the characters is the optimal size of the characters with the height self-adaptive to the characters of the translated target source, and the background color of the corresponding characters is set. In the operation process of the four modules, the required technical difficulty is low, the operation is simple, through the real-time translation of the terminal, any ordinary person who does not know the foreign language has already finished the translation process of the dynamic picture, the cost of manual translation is greatly reduced, and finally the picture and the text of the content source are replaced by the playing language; the method of relying on a machine instead of manual translation obviously improves the cost for introducing the video or the game, greatly facilitates the use of common users, enlarges the richness of selecting foreign language game scenes or videos, enables the users to contact, use, learn or even interact with the videos at the first time, and enlarges the target user group of the videos or the games.
Preferably, the picture capturing module comprises a picture selecting unit, and the picture selecting unit is used for capturing and selecting the content source to be translated at the frequency of capturing the screen 1 time every 1 ms; and when the captured screen capture pictures are the same, deleting the same screen capture picture at the last time, and reserving the screen capture picture of the same picture. The same captured content can be selectively filtered through the picture selection unit, translation efficiency and continuity are improved, and when the two captured screen capturing pictures are different, the two captured pictures are reserved.
Preferably, the image capture module further includes a text recognition unit, the text recognition unit is configured to perform content recognition on the screenshot image, and the recognized content includes: character size information, character position area information, character color information and character background color information; the character size information comprises character content and character height; the character position area information comprises the coordinates of the characters at the upper left starting position, the lower left starting position, the upper right ending position and the lower right ending position of the screen capture picture. Through the recognition and recording of various parameters of the characters by the character recognition unit, the contents of the screenshot and the contents of the subsequently translated pictures can be effectively linked, so that the difference of the final played picture cannot be seen visually, the translation practicability is improved, and the translation accuracy is ensured.
Preferably, the image replacement module includes a text selection unit, the text selection unit is configured to select a replacement process of the translated target language, and the selection process includes: the replaced target language and the character position area information have the same initial position coordinates and end position coordinates, and the character height is adjusted in a self-adaptive mode according to the target language and the size of the screenshot picture. Because the shapes and the lengths of all languages are different, under the condition of the same area of the screen capture picture, various characters need to be adjusted in a self-adaptive mode, and therefore the different characters can be displayed on the same screen capture picture in a proper visual mode. Through the accurate selective replacement of the position coordinates, the character color, the character background color and the like of the characters by the character selection unit, the finally replaced target characters can be well embedded into the screen shot picture.
Preferably, the translation of the terminal picture by the real-time translation system at least comprises a video, a game picture, a terminal application picture and a dynamic picture. Therefore, the application occasion of the terminal picture real-time translation system is obviously improved.
All the above-mentioned optional technical solutions can be combined arbitrarily to form the optional embodiments of the present invention, and are not described herein again.
It should be noted that: in the terminal picture real-time translation system provided in the foregoing embodiment, when a dynamic picture of a terminal is translated, only the division of the functional modules is illustrated, and in practical applications, the function distribution may be completed by different functional modules according to needs, that is, the internal structure of the terminal picture real-time translation system is divided into different functional modules to complete all or part of the functions described above. In addition, the terminal picture real-time translation system provided by the above embodiment and the terminal picture real-time translation method embodiment belong to the same concept, and the specific implementation process thereof is detailed in the method embodiment and is not described herein again.
It will be understood by those skilled in the art that all or part of the steps for implementing the above embodiments may be implemented by hardware, or may be implemented by a program instructing relevant hardware, where the program may be stored in a computer-readable storage medium, and the above-mentioned storage medium may be a read-only memory, a magnetic disk or an optical disk, etc.
The above description is only for the purpose of illustrating the preferred embodiments of the present invention and is not to be construed as limiting the invention, and any modifications, equivalents, improvements and the like that fall within the spirit and principle of the present invention are intended to be included therein.
Claims (10)
1. A real-time translation method for terminal pictures is characterized by comprising the following steps:
setting a target language of a picture to be translated through a plug-in built in a terminal, and importing a content source of the picture to be translated into the plug-in;
capturing the screen shot of the content source in unit time, identifying the content of the captured screen shot picture of the content source, and storing the identified text information in the plug-in;
translating the text information according to the target language, and feeding back a playing language formed after translation to the plug-in;
replacing the picture characters of the content source by using the playing language; rendering the playing picture formed after replacement, and exporting the playing picture to the terminal through the plug-in unit for playing.
2. The method for real-time translation of a terminal screen according to claim 1, wherein capturing the screen shot of the content source comprises: the content source needing to be translated is subjected to screen capture and selection at the frequency of screen capture for 1 time every 1 ms; and when the captured screen capture pictures are the same, deleting the same screen capture picture at the last time, and reserving the screen capture picture of the same picture.
3. The method for real-time translation of terminal pictures according to claim 1, wherein the content recognition of the screenshot pictures comprises: character size information, character position area information, character color information and character background color information; the character size information comprises character content and character height; the character position area information comprises the coordinates of the characters at the upper left starting position, the lower left starting position, the upper right ending position and the lower right ending position of the screen capture picture.
4. The method for real-time translation of a terminal screen according to claim 3, wherein the process of replacing the translated target language comprises: the replaced target language and the character position area information have the same initial position coordinates and end position coordinates, and the character height is adjusted in a self-adaptive mode according to the target language and the size of the screenshot picture.
5. The method for real-time translation of a terminal screen according to any of claims 1 to 4, wherein the terminal screen at least comprises a video, a game screen, a terminal application screen and a dynamic picture.
6. A terminal picture real-time translation system is characterized by comprising:
the plug-in setting module is used for setting a target language of the picture to be translated and importing the content source of the picture to be translated into the plug-in;
the picture capturing module is used for capturing the screen shot of the content source in unit time, identifying the content of the captured screen shot picture of the content source and storing the identified text information in the plug-in;
a picture translation module; the system is used for translating the text information according to the target language and feeding back a playing language formed after translation to the plug-in;
a picture replacement module; the system is used for replacing the picture characters of the content source with the playing language; rendering the playing picture formed after replacement, and exporting the playing picture to the terminal through the plug-in unit for playing.
7. The system for real-time translation of terminal pictures according to claim 6, wherein the picture capturing module comprises a picture selecting unit, and the picture selecting unit is used for capturing and selecting the content source to be translated at the frequency of capturing 1 screen every 1 ms; and when the captured screen capture pictures are the same, deleting the same screen capture picture at the last time, and reserving the screen capture picture of the same picture.
8. The system for real-time translation of terminal pictures according to claim 6, wherein the picture capture module further comprises a text recognition unit, the text recognition unit is configured to perform content recognition on the screenshot picture, and the recognized content includes: character size information, character position area information, character color information and character background color information; the character size information comprises character content and character height; the character position area information comprises the coordinates of the characters at the upper left starting position, the lower left starting position, the upper right ending position and the lower right ending position of the screen capture picture.
9. The system for real-time translation of a terminal screen according to claim 7, wherein the image replacement module comprises a text selection unit, the text selection unit is configured to select a replacement process of the translated target language, and the selection process comprises: the replaced target language and the character position area information have the same initial position coordinates and end position coordinates, and the character height is adjusted in a self-adaptive mode according to the target language and the size of the screenshot picture.
10. The system for real-time translation of a terminal screen according to any one of claims 6 to 9, wherein the translation of the terminal screen by the real-time translation system at least comprises a video, a game screen, a terminal application screen and a dynamic picture.
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111741321A (en) * | 2020-07-02 | 2020-10-02 | 腾讯科技（深圳）有限公司 | Live broadcast control method, device, equipment and computer storage medium |
| CN112988297A (en) * | 2021-03-10 | 2021-06-18 | 深圳市创想三维科技有限公司 | Language switching method and device based on touch screen, electronic equipment and storage medium |
| CN113591437A (en) * | 2021-08-09 | 2021-11-02 | 网易（杭州）网络有限公司 | Game text translation method, electronic device and storage medium |
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| CN105117390A (en) * | 2015-08-26 | 2015-12-02 | 广西小草信息产业有限责任公司 | Screen capture-based translation method and system |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN105117390A (en) * | 2015-08-26 | 2015-12-02 | 广西小草信息产业有限责任公司 | Screen capture-based translation method and system |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111741321A (en) * | 2020-07-02 | 2020-10-02 | 腾讯科技（深圳）有限公司 | Live broadcast control method, device, equipment and computer storage medium |
| CN112988297A (en) * | 2021-03-10 | 2021-06-18 | 深圳市创想三维科技有限公司 | Language switching method and device based on touch screen, electronic equipment and storage medium |
| CN113591437A (en) * | 2021-08-09 | 2021-11-02 | 网易（杭州）网络有限公司 | Game text translation method, electronic device and storage medium |
| CN113591437B (en) * | 2021-08-09 | 2023-08-08 | 网易（杭州）网络有限公司 | Game text translation method, electronic device and storage medium |
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