CN111079769A - Method for identifying writing content and electronic equipment - Google Patents

Method for identifying writing content and electronic equipment Download PDF

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Publication number
CN111079769A
CN111079769A CN201910712184.7A CN201910712184A CN111079769A CN 111079769 A CN111079769 A CN 111079769A CN 201910712184 A CN201910712184 A CN 201910712184A CN 111079769 A CN111079769 A CN 111079769A
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China
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writing
target
unit
size
content unit
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CN111079769B (en
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周林
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TCL China Star Optoelectronics Technology Co Ltd
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Shenzhen China Star Optoelectronics Technology Co Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/20Image preprocessing
    • G06V10/32Normalisation of the pattern dimensions
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10Character recognition

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Theoretical Computer Science (AREA)
  • Electrically Operated Instructional Devices (AREA)
  • User Interface Of Digital Computer (AREA)

Abstract

The embodiment of the invention relates to the technical field of education, and discloses a method for identifying writing contents and electronic equipment, wherein the method comprises the following steps: acquiring the size of a writing content unit written in a writing page by a user; comparing the size of the writing content unit with a preset standard size to obtain a deviation value between the size of the writing content unit and the preset standard size, wherein the deviation value is used as a corresponding deviation value of the writing content unit; when a dictation ending instruction is detected, shooting a writing page to obtain a writing image; according to the deviation value corresponding to each writing content unit in the writing image, adjusting the size of the writing content unit to a preset standard size so as to adjust the writing image to be a target image; the written content unit is identified from the target image. By implementing the embodiment of the invention, the recognition accuracy of the written content can be improved.

Description

Method for identifying writing content and electronic equipment
Technical Field
The invention relates to the technical field of education, in particular to a method for identifying writing contents and electronic equipment.
Background
At present, most electronic devices (such as a family education machine) on the market have a dictation function, and the electronic devices can shoot a writing page written by a user according to the dictation content and identify the writing content of the user from the writing page. However, in practice, it has been found that if a user writes, the font written on the written page is too small, which reduces the recognition accuracy of the written content.
Disclosure of Invention
The embodiment of the invention discloses a method for identifying written contents and electronic equipment, which can improve the identification accuracy of the written contents.
The first aspect of the embodiments of the present invention discloses a method for identifying written content, including:
acquiring the size of a writing content unit written in a writing page by a user;
comparing the size of the writing content unit with a preset standard size to obtain a deviation value between the size of the writing content unit and the preset standard size, wherein the deviation value is used as a corresponding deviation value of the writing content unit;
when a dictation ending instruction is detected, shooting the writing page to obtain a writing image;
according to the deviation value corresponding to each writing content unit in the writing image, adjusting the size of the writing content unit to the preset standard size so as to adjust the writing image to be a target image;
the written content unit is identified from the target image.
As an optional implementation manner, in the first aspect of the embodiment of the present invention, the writing page is provided with a plurality of mattes, where the mattes provide a position guide for the user to write the writing content unit; the obtaining the size of the writing content unit written by the user on the writing page comprises:
acquiring the target size of the field character grid on the writing page;
in the process that the user writes the writing content unit into the field character lattice, acquiring the proportion of the writing content unit occupying the corresponding field character lattice;
determining a size of the written content unit according to the ratio.
As an optional implementation manner, in the first aspect of the embodiment of the present invention, the adjusting, according to the deviation value corresponding to each of the written content units in the written image, the size of the written content unit to the preset standard size, so that the written image is adjusted to be a target image includes:
and zooming the pixels of the writing content units according to the deviation value corresponding to each writing content unit in the writing image, so that the size of each writing content unit in the writing image is adjusted to the preset standard size, and the writing image is adjusted to be a target image.
As an optional implementation manner, in the first aspect of the embodiment of the present invention, after the identifying the written content unit from the target image, the method further includes:
detecting the written content unit according to the standard answer to obtain an error content unit;
acquiring a preset writing font;
and projecting the target standard answer corresponding to the wrong content unit on the writing page in the form of the preset writing font so that the user can practice according to the projected target standard answer.
As an optional implementation manner, in the first aspect of this embodiment of the present invention, the method further includes:
when an online competition instruction is detected, acquiring a contact list of the user;
determining a target user with interaction frequency greater than preset frequency with the user from the contact list;
acquiring a target number of target electronic equipment of the target user;
according to the target number, the target electronic equipment is connected online, and the target electronic equipment simultaneously reads the same dictation content according to the same reading speed in an online state;
acquiring the dictation result of the user and acquiring the target dictation result of the target user;
and comparing the dictation result with the target dictation result.
A second aspect of an embodiment of the present invention discloses an electronic device, including:
the size acquisition unit is used for acquiring the size of a writing content unit written in a writing page by a user;
the comparison unit is used for comparing the size of the writing content unit with a preset standard size to obtain a deviation value between the size of the writing content unit and the preset standard size, and the deviation value is used as a corresponding deviation value of the writing content unit;
the shooting unit is used for shooting the writing page to obtain a writing image when a dictation ending instruction is detected;
the adjusting unit is used for adjusting the size of the writing content unit to the preset standard size according to the deviation value corresponding to each writing content unit in the writing image so as to adjust the writing image to be a target image;
and the identification unit is used for identifying the written content unit from the target image.
As an optional implementation manner, in the second aspect of the embodiment of the present invention, the writing page is provided with a plurality of grid squares, and the grid squares provide a position guide for the user to write the writing content unit; the size acquisition unit includes:
the first acquisition subunit is used for acquiring the target size of the field grid on the writing page;
a second obtaining subunit, configured to obtain, in a process where the user writes the writing content unit into the field case, a proportion of the writing content unit occupying the corresponding field case;
a determining subunit, configured to determine a size of the written content unit according to the ratio.
As an alternative implementation, in the second aspect of the embodiment of the present invention,
the adjusting unit is specifically configured to perform scaling processing on pixels of the writing content units according to the deviation value corresponding to each writing content unit in the writing image, so that the size of each writing content unit in the writing image is adjusted to the preset standard size, and the writing image is adjusted to a target image.
As an optional implementation manner, in the second aspect of the embodiment of the present invention, the electronic device further includes:
the detection unit is used for detecting the written content unit according to standard answers after the recognition unit recognizes the written content unit from the target image so as to obtain an error content unit;
a font obtaining unit for obtaining a preset writing font;
and the projection unit is used for projecting the target standard answer corresponding to the wrong content unit on the writing page in the form of the preset writing font so that the user can practice according to the projected target standard answer.
As an optional implementation manner, in the second aspect of the embodiment of the present invention, the electronic device further includes:
the list acquisition unit is used for acquiring a contact list of the user when an online competition instruction is detected;
the determining unit is used for determining a target user with the interaction frequency larger than the preset frequency with the user from the contact list;
a number acquisition unit, configured to acquire a target number of a target electronic device of the target user;
the reading unit is used for being online with the target electronic equipment according to the target number and simultaneously reading the same dictation content with the target electronic equipment at the same reading speed in an online state;
the dictation result acquisition unit is used for acquiring the dictation result of the user and acquiring the target dictation result of the target user;
and the evaluation unit is used for evaluating the dictation result and the target dictation result.
A third aspect of an embodiment of the present invention discloses an electronic device, including:
a memory storing executable program code;
a processor coupled with the memory;
the processor calls the executable program code stored in the memory to execute the method for recognizing the written content disclosed by the first aspect of the embodiment of the invention.
A fourth aspect of the embodiments of the present invention discloses a computer-readable storage medium storing a computer program, where the computer program causes a computer to execute a method for recognizing written content disclosed in the first aspect of the embodiments of the present invention.
A fifth aspect of embodiments of the present invention discloses a computer program product, which, when run on a computer, causes the computer to perform some or all of the steps of any one of the methods of the first aspect.
A sixth aspect of the present embodiment discloses an application publishing platform, where the application publishing platform is configured to publish a computer program product, where the computer program product is configured to, when running on a computer, cause the computer to perform part or all of the steps of any one of the methods in the first aspect.
Compared with the prior art, the embodiment of the invention has the following beneficial effects:
in the embodiment of the invention, the size of a writing content unit written in a writing page by a user is acquired, the size of the writing content unit is compared with a preset standard size to obtain a deviation value between the size of the writing content unit and the preset standard size as a deviation value corresponding to the writing content unit, when a dictation finishing instruction is detected, the writing page is shot to obtain a writing image, then the size of the writing content unit is adjusted to the preset standard size according to the deviation value corresponding to each writing content unit in the writing image to adjust the writing image to a target image, and then the writing content unit is identified from the target image. Therefore, by implementing the embodiment of the invention, the size of the writing content unit in the writing image obtained by shooting the writing page written by the user according to the dictation content reported by the electronic equipment is uniformly adjusted to the preset standard size so as to obtain the target image, and then the target image is identified so as to obtain the writing content unit, so that the identification accuracy of the writing content can be improved, and the dictation detection efficiency is improved.
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 embodiments will be briefly described 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 that other drawings can be obtained according to these drawings without creative efforts.
FIG. 1 is a flow chart illustrating a method for recognizing written content according to an embodiment of the present invention;
FIG. 2 is a flow chart illustrating another method for recognizing written content according to the embodiment of the present invention;
FIG. 3 is a flow chart illustrating a further method for recognizing written content according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of an electronic device according to an embodiment of the disclosure;
FIG. 5 is a schematic structural diagram of another electronic device disclosed in the embodiments of the present invention;
FIG. 6 is a schematic structural diagram of another electronic device disclosed in the embodiments of the present invention;
FIG. 7 is a schematic structural diagram of another electronic device according to an embodiment of the disclosure;
fig. 8 is an exemplary diagram of a dictation process of an electronic device disclosed in an embodiment of the present invention.
Detailed Description
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.
It should be noted that the terms "first", "second", "third" and "fourth" etc. in the description and claims of the present invention are used for distinguishing different objects, and are not used for describing a specific order. The terms "comprises," "comprising," and any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
In the present invention, the terms "upper", "lower", "left", "right", "front", "rear", "top", "bottom", "inner", "outer", "center", "vertical", "horizontal", "lateral", "longitudinal", and the like indicate an orientation or positional relationship based on the orientation or positional relationship shown in the drawings. These terms are used primarily to better describe the invention and its embodiments and are not intended to limit the indicated devices, elements or components to a particular orientation or to be constructed and operated in a particular orientation.
Moreover, some of the above terms may be used to indicate other meanings besides the orientation or positional relationship, for example, the term "on" may also be used to indicate some kind of attachment or connection relationship in some cases. The specific meanings of these terms in the present invention can be understood by those skilled in the art as appropriate.
Furthermore, the terms "mounted," "disposed," "provided," "connected," and "connected" are to be construed broadly. For example, it may be a fixed connection, a removable connection, or a unitary construction; can be a mechanical connection, or an electrical connection; may be directly connected, or indirectly connected through intervening media, or may be in internal communication between two devices, elements or components. The specific meanings of the above terms in the present invention can be understood by those of ordinary skill in the art according to specific situations.
The embodiment of the invention discloses a method for identifying written contents and electronic equipment, which can improve the identification accuracy of the written contents. The method for recognizing the written content disclosed by the embodiment of the invention is suitable for various electronic devices such as a family education machine, a learning tablet or a learning computer, and the embodiment of the invention is not limited. The operating systems of various electronic devices may include, but are not limited to, an Android operating system, an IOS operating system, a Symbian operating system, a Black Berry operating system, a Windows Phone8 operating system, and the like, which is not limited in the embodiments of the present invention. The following detailed description is made with reference to the accompanying drawings.
Example one
Referring to fig. 1, fig. 1 is a schematic flow chart illustrating a method for recognizing written content according to an embodiment of the present invention. As shown in fig. 1, the method may include the following steps.
101. The electronic device obtains the size of the written content unit written by the user on the written page.
In the embodiment of the present invention, the electronic device may be any of various devices such as a family education machine, a learning tablet, or a learning computer, and the embodiment of the present invention is not limited. Among other things, the electronic device may support network technologies including, but not limited to: global System for Mobile Communications (GSM), General Packet Radio Service (GPRS), Code Division Multiple Access (CDMA), wideband Code Division Multiple Access (W-CDMA), CDMA2000, IMT Single Carrier (IMT Single Carrier), Enhanced Data rate GSM Evolution (Enhanced Data Rates for GSM Evolution, EDGE), Long-Term Evolution (Long-Term Evolution, LTE), advanced Long-Term Evolution (LTE), Time-Division Long-Term Evolution (Time-Division LTE, TD-LTE), High-Performance Radio Local Area Network (High-Performance Radio Local Area Network, High-Performance lan), High-Performance wide Area Network (High wan), Local multi-point dispatch Service (Local multi-point dispatch, LMDS), Worldwide Interoperability for Microwave (WiMAX), bluetooth (orthogonal frequency Division multiplexing Access), and High-capacity space Division multiplexing (ZigBee-CDMA), High-capacity CDMA (HC), CDMA (CDMA-CDMA), CDMA (CDMA), and CDMA (CDMA-CDMA), CDMA (CDMA-CDMA), and CDMA (CDMA) Universal Mobile Telecommunications System (UMTS), universal mobile telecommunications system time division duplex (UMTS-TDD), evolved high speed packet access (HSPA +), time division synchronous code division multiple access (TD-SCDMA), evolution data optimized (EV-DO), Digital Enhanced Cordless Telecommunications (DECT), and others.
Referring to fig. 8, fig. 8 is a diagram illustrating an exemplary dictation process of an electronic device according to an embodiment of the present invention. As shown in fig. 8, the apparatus body 10 is provided with a shooting module 20, the electronic apparatus can control the shooting module to shoot, and a light reflecting device 30 (e.g., a mirror, a prism, a convex lens, or the like) can be further provided right in front of the shooting module 20, the light reflecting device 30 is used for changing the light path of the shooting module 20, so that the shooting module 20 can shoot a specified area 40. The imaging of the writing page placed on the designated area 40 in the light reflecting device 30 is photographed by the photographing module 20 of the apparatus body 10 without manually changing the placing manner of the apparatus body 10, so that the photographing process can be simplified, and the photographing efficiency can be improved. The writing pages placed on the designated area 40 may be books, exercise books, drawing books, test papers, etc., and the embodiment of the present invention is not limited in particular.
In the embodiment of the present invention, the written content written in the writing page by the user may be chinese or english, and the embodiment of the present invention is not limited. If the writing content is Chinese, the writing content unit is a Chinese character; if the written content is English, the written content unit is an English word. For convenience of understanding, the embodiment of the present invention is described by taking the writing content as chinese and the writing content unit as a chinese character, for example, assuming that the writing content is "front bed bright moon light", then "bed", "front", "bright", "moon" and "light" are all writing content units. In an embodiment of the present invention, the electronic device may obtain the size of the written content unit written by the user on the written page.
As an alternative embodiment, the writing page may be provided with a plurality of mattes, the mattes may provide a position guide for the user to write the writing content unit, and the step 101 of acquiring, by the electronic device, the size of the writing content unit written by the user on the writing page includes:
acquiring the target size of a field grid on a writing page;
in the process that a user writes a writing content unit into a field character lattice, acquiring the proportion of the writing content unit occupying the corresponding field character lattice;
the size of the written content unit is determined according to the scale.
In the embodiment of the present invention, optionally, the electronic device may be provided with a shooting module, and accordingly, the electronic device may obtain, through the shooting module, a proportion of the writing content unit occupying the corresponding grid.
In the embodiment of the invention, the size of the field character lattice on the writing page can be directly obtained, and then the size of the writing content unit can be determined by the proportion of the writing content unit written by the user occupying the corresponding field character lattice.
Implementing this alternative embodiment provides a method for determining the size of a written content unit that can improve the confidence in the size of the written content unit.
As another alternative embodiment, the electronic device may set a sensor (such as a pressure sensor or a capacitance sensor) below the writing page, and the step 101 of acquiring, by the electronic device, the size of the unit of the written content written on the writing page by the user includes:
in the process that a user writes a writing content unit into a writing page, a writing track written into the writing content unit by the user is detected through a set sensor;
the size of the written content unit is determined according to the writing trajectory.
In the embodiment of the invention, the sensor can detect the pressure when the user writes the writing content unit into the writing page, and then the writing track written into the writing content unit by the user can be obtained by fitting the positions of the detected pressure, and further, the size of the writing content unit can be determined according to the writing track.
Implementing this alternative embodiment, another method for determining the size of a written content element is provided that can improve the confidence in the size of the written content element.
As another alternative implementation, the step 101 of acquiring, by the electronic device, the size of the unit of writing content written by the user on the writing page includes:
detecting the movement range of a pen point in the process that a user writes a writing content unit into a writing page;
the size of the written content unit is determined according to the range of motion of the pen tip.
In the embodiment of the present invention, optionally, the electronic device may be provided with a shooting module, and accordingly, the electronic device may detect a movement range of the pen tip in a process that the user writes the writing content unit into the writing page through the shooting module.
Implementing this alternative embodiment, a further method of determining the size of a written content element is provided that can improve the confidence in the size of the written content element.
102. The electronic equipment compares the size of the writing content unit with a preset standard size to obtain a deviation value between the size of the writing content unit and the preset standard size as a deviation value corresponding to the writing content unit.
In the embodiment of the present invention, the size may be a number, a point size, or a millimeter of a font, which is not limited in the embodiment of the present invention.
In the embodiment of the present invention, the preset standard size may be an identification size that is set by a developer through a large number of experimental results and meets the identification requirement of the electronic device, and the embodiment of the present invention is not limited.
For convenience of understanding, in the embodiment of the present invention, the point size of the font is taken as an example for description, and in the embodiment of the present invention, for example, if the size of a certain writing content unit is 12 and the preset standard size is 16, the electronic device compares the size of the writing content unit with the preset standard size to obtain that the deviation value between the size of the writing content unit and the preset standard size is 4.
103. When a dictation end instruction is detected, the electronic device photographs a writing page to obtain a writing image.
In the embodiment of the present invention, the dictation end instruction is used to start a dictation end program, and may be any preset user interaction instruction. The user interaction instruction may be obtained through an Application Program Interface (API) provided by the electronic device itself, or may be obtained by receiving an instruction sent by a third-party device such as a smart terminal. The user interaction instruction comprises but is not limited to an instruction input by a user in any interaction mode of voice interaction, remote controller interaction, gesture interaction, image interaction, voiceprint interaction, somatosensory interaction and the like. For example, a dictation end instruction for starting a dictation end program is preset as an image interaction instruction by a user through electronic equipment, then the electronic equipment can shoot an image or a video stream of a dictation process of the user through a shooting module arranged on the electronic equipment, automatically detect whether the pen used for writing is put down by the user in the image or the video stream, and judge that the dictation end instruction input by the user is received when the pen used for writing is put down by the user in the image is detected.
104. And the electronic equipment adjusts the size of the writing content unit to a preset standard size according to the deviation value corresponding to each writing content unit in the writing image so as to adjust the writing image to be the target image.
As an alternative implementation manner, the step 104 of adjusting, by the electronic device, the size of the written content unit to a preset standard size according to the deviation value corresponding to each written content unit in the written image, so that the written image is adjusted to the target image, includes:
and carrying out scaling processing on the pixels of the writing content units according to the deviation value corresponding to each writing content unit in the writing image so as to adjust the size of each writing content unit in the writing image to a preset standard size, thereby adjusting the writing image to a target image.
In the embodiment of the invention, the pixels are indivisible units or elements in the whole written image, and the pixels determine the size of the written content unit.
By implementing the optional embodiment, a method for adjusting the size of the written content unit to the preset standard size is provided, which can improve the recognition accuracy of the written content unit.
105. The electronic device identifies the written content unit from the target image.
In this embodiment of the present invention, the electronic device may recognize the written content unit from the target image by using an Optical Character Recognition (OCR) technology. Specifically, the electronic device can detect characters in the target image, determine their shape by detecting dark and light patterns, and then translate the shape into computer-readable textual information using OCR techniques.
It can be seen that, with the implementation of the method described in fig. 1, the size of the writing content unit in the writing image obtained by shooting the writing page on which the user writes according to the dictation content reported by the electronic device is uniformly adjusted to the preset standard size to obtain the target image, and then the target image is identified to obtain the writing content unit, so that the recognition accuracy of the writing content can be improved, and the dictation detection efficiency can be improved.
Example two
Referring to fig. 2, fig. 2 is a schematic flow chart illustrating another method for recognizing written content according to an embodiment of the present invention. As shown in fig. 2, the method may include the following steps.
201. The electronic device obtains the size of the written content unit written by the user on the written page.
202. The electronic equipment compares the size of the writing content unit with a preset standard size to obtain a deviation value between the size of the writing content unit and the preset standard size as a deviation value corresponding to the writing content unit.
203. When a dictation end instruction is detected, the electronic device photographs a writing page to obtain a writing image.
204. And the electronic equipment adjusts the size of the writing content unit to a preset standard size according to the deviation value corresponding to each writing content unit in the writing image so as to adjust the writing image to be the target image.
205. The electronic device identifies the written content unit from the target image.
206. The electronic device detects the written content unit according to the standard answer to obtain an error content unit.
In the embodiment of the invention, the electronic device can detect the writing content (comprising a plurality of writing content units) according to the standard answer, and compared with the standard answer, the writing content unit which is different from the standard answer in the writing content is the wrong content unit in the writing content. For example, the standard answer is "bright moon before bed, suspected of frost on the ground. When looking at the bright moon and looking down at the hometown, the writing is "bright moon before bed" and the ground frost is suspected. The head is raised to look at the moon, the head is lowered to think of the hometown, and the wrong content unit is lifted at the moment.
207. The electronic equipment acquires a preset writing font.
In the embodiment of the present invention, the writing font may be a song style, a regular style, an clerical script, or the like, and the embodiment of the present invention is not limited.
As an optional implementation manner, the manner for the electronic device to obtain the preset writing font in step 207 may be:
acquiring historical calligraphy exercise data of a user;
dividing a plurality of writing fonts from the historical calligraphy exercise data according to the types of the writing fonts;
and determining the writing font with the highest exercise frequency from the plurality of divided writing fonts, and taking the writing font with the highest exercise frequency as a preset writing font.
Implement this optional implementation mode, determine the highest typeface of writing of exercise frequency based on user's daily calligraphy exercise to write the typeface as predetermineeing and write the typeface, can promote electronic equipment's intelligence.
208. The electronic equipment projects the target standard answers corresponding to the wrong content units on a writing page in a preset writing font mode so that a user can practice according to the projected target standard answers.
In the embodiment of the present invention, the electronic device may project the target standard answer corresponding to the wrong content unit on the writing page in a form of a preset writing font by using a Holographic Projection technology (also called a virtual imaging technology), which is a technology for recording and reproducing a real three-dimensional image of an object by using an interference and diffraction principle.
In the embodiment of the invention, the electronic equipment can project the target standard answer on the writing page, the presentation form of the target standard answer is the preset writing font, and then the user can perform calligraphy exercise by tracing according to the target standard answer projected in the preset writing font form.
In the embodiment of the present invention, the implementation of steps 206 to 208 can enhance the user's consolidation of the content of the writing error in the dictation process, and can allow the user to practice calligraphy.
It can be seen that, with the implementation of the method described in fig. 2, the size of the writing content unit in the writing image obtained by shooting the writing page on which the user writes according to the dictation content reported by the electronic device is uniformly adjusted to the preset standard size to obtain the target image, and then the target image is identified to obtain the writing content unit, so that the recognition accuracy of the writing content can be improved, and the dictation detection efficiency can be improved. In addition, by implementing the method described in fig. 2, the target standard answer corresponding to the wrong content unit can be projected on the writing page for the user to perform calligraphy practice, so that on one hand, the user can strengthen the content of the writing error in the dictation process, and on the other hand, the user can perform calligraphy practice.
EXAMPLE III
Referring to fig. 3, fig. 3 is a schematic flow chart illustrating another method for recognizing written content according to an embodiment of the present invention. As shown in fig. 3, the method may include the following steps.
301. The electronic device obtains the size of the written content unit written by the user on the written page.
302. The electronic equipment compares the size of the writing content unit with a preset standard size to obtain a deviation value between the size of the writing content unit and the preset standard size as a deviation value corresponding to the writing content unit.
303. When a dictation end instruction is detected, the electronic device photographs a writing page to obtain a writing image.
304. And the electronic equipment adjusts the size of the writing content unit to a preset standard size according to the deviation value corresponding to each writing content unit in the writing image so as to adjust the writing image to be the target image.
305. The electronic device identifies the written content unit from the target image.
It is noted that, the steps 301 to 305 may be performed before the steps 306 to 311, or the steps 301 to 305 may be performed after the steps 306 to 311, which is not limited in the embodiments of the present invention.
306. When an online competition instruction is detected, the electronic equipment acquires a contact list of the user.
In the embodiment of the present invention, the contact list may be pre-stored in a cache of the electronic device, or may be input to the electronic device by a user in an import form.
In the embodiment of the invention, the online game instruction is used for starting the online game program and can be any preset user interaction instruction. The user interaction instruction may be obtained through an Application Program Interface (API) provided by the electronic device itself, or may be obtained by receiving an instruction sent by a third-party device such as a smart terminal. The user interaction instruction comprises but is not limited to an instruction input by a user in any interaction mode of voice interaction, remote controller interaction, gesture interaction, image interaction, voiceprint interaction, somatosensory interaction and the like. For example, if the user sets the online game command for starting the online game program as the voice interaction command in advance through the electronic device, the electronic device may collect the voice information input by the user through a voice recognition module (e.g., a microphone) installed on the electronic device, and automatically recognize whether the voice information matches with the preset voice information (e.g., "please start the online game"), and when the voice information matches with the preset voice information, determine that the online game command input by the user is received.
307. And the electronic equipment determines a target user with the interaction frequency greater than the preset frequency from the contact list.
In the embodiment of the present invention, the interaction frequency may be a number of times of interaction (such as chatting, making questions, and the like) with the user through the electronic device, and the embodiment of the present invention is not limited. The electronic equipment takes the contact persons with the interaction frequency between the contact person list and the user larger than the preset frequency as target users, and the electronic equipment is beneficial to the users to realize further friend making.
In the embodiment of the present invention, the preset frequency may be an interaction frequency that is set in advance and input to the electronic device by the user, or an average frequency of interaction frequencies between all contacts in the contact list and the user, which is not limited in the embodiment of the present invention.
308. The electronic device obtains a target number of a target electronic device of a target user.
In the embodiment of the invention, the target number is the identity authentication of the target electronic equipment, and the target electronic equipment can be connected only through the target number.
309. And the electronic equipment is connected with the target electronic equipment on line according to the target number, and simultaneously reads the same dictation content with the target electronic equipment at the same reading speed in the on-line state.
In the embodiment of the invention, the electronic equipment simultaneously reads the same dictation content with the target electronic equipment according to the same reading speed, so that the fairness of the online competition can be ensured.
In the embodiment of the invention, the target number is the identity authentication of the target electronic equipment, so that the electronic equipment can be connected with the target electronic equipment according to the target number.
310. The electronic equipment acquires the dictation result of the user and acquires the target dictation result of the target user.
In the embodiment of the present invention, the dictation result of the user may be obtained by detecting the writing content of the user by the electronic device, the target dictation result of the target user may be obtained by detecting the writing content of the target user by the target electronic device and forwarding the writing content to the electronic device, or the writing content of the target user may be forwarded to the electronic device by the target electronic device and detected by the electronic device, which is not limited in the embodiment of the present invention.
311. And the electronic equipment compares the dictation result with the target dictation result.
In the embodiment of the invention, the result of the online match can be obtained by comparing the dictation result with the target dictation result, such as winning of the user, winning of the target user, or smooth hands of the user and the target user.
In the embodiment of the present invention, steps 306 to 311 are implemented, and the target user with the interaction frequency greater than the preset frequency is subjected to an online match, so that on one hand, the user can further consolidate the learning through the match. On the other hand, the method is beneficial to the user to realize further friend making through the competition.
It can be seen that, with the implementation of the method described in fig. 3, the size of the writing content unit in the writing image obtained by shooting the writing page on which the user writes according to the dictation content reported by the electronic device is uniformly adjusted to the preset standard size to obtain the target image, and then the target image is identified to obtain the writing content unit, so that the recognition accuracy of the writing content can be improved, and the dictation detection efficiency can be improved. In addition, by implementing the method described in fig. 3, on the one hand, the on-line competition with the target user whose interaction frequency is greater than the preset frequency is beneficial to further strengthen the learning of the user through the competition. On the other hand, the method is beneficial to the user to realize further friend making through the competition.
Example four
Referring to fig. 4, fig. 4 is a schematic structural diagram of an electronic device according to an embodiment of the disclosure. As shown in fig. 4, the electronic apparatus may include a size acquisition unit 401, a comparison unit 402, a photographing unit 403, an adjustment unit 404, and an identification unit 405, wherein:
a size obtaining unit 401, configured to obtain a size of a writing content unit written on a writing page by a user.
As an alternative embodiment, the writing page may be provided with a plurality of mattes, the mattes may provide position guidance for the user to write the writing content unit, and the size obtaining unit 401 may include the following sub-units, which are not shown:
the first acquisition subunit is used for acquiring the target size of the field grid on the writing page;
the second acquisition subunit is used for acquiring the proportion of the writing content unit occupying the corresponding field character lattice in the process that the user writes the writing content unit into the field character lattice;
and determining the sub-unit, which is used for determining the size of the writing content unit according to the proportion.
In the embodiment of the present invention, optionally, the electronic device may be provided with a shooting module, and accordingly, the second obtaining subunit may obtain, through the shooting module, a proportion of the writing content unit occupying the corresponding grid.
In the embodiment of the invention, the size of the field character lattice on the writing page can be directly obtained, and then the size of the writing content unit can be determined by the proportion of the writing content unit written by the user occupying the corresponding field character lattice.
Implementing this alternative embodiment provides a method for determining the size of a written content unit that can improve the confidence in the size of the written content unit.
As another alternative, the electronic device may be provided with a sensor (such as a pressure sensor or a capacitance sensor) below the writing page, and the size obtaining unit 401 may further include the following sub-units (not shown):
the first detection subunit is used for detecting a writing track written into the writing content unit by the user through a set sensor in the process that the user writes the writing content unit into the writing page;
and the determining subunit is further used for determining the size of the writing content unit according to the writing track.
In the embodiment of the invention, the sensor can detect the pressure when the user writes the writing content unit into the writing page, and then the writing track written into the writing content unit by the user can be obtained by fitting the positions of the detected pressure, and further, the size of the writing content unit can be determined according to the writing track.
Implementing this alternative embodiment, another method for determining the size of a written content element is provided that can improve the confidence in the size of the written content element.
As still another optional implementation, the size obtaining unit 401 may further include the following sub-units, which are not illustrated:
the second detection subunit is used for detecting the movement range of the pen point in the process that the user writes the writing content unit into the writing page;
and the determining subunit is further used for determining the size of the written content unit according to the movement range of the pen point.
In the embodiment of the present invention, optionally, the electronic device may be provided with a shooting module, and accordingly, the second detecting subunit may detect a movement range of the pen tip in a process that the user writes the writing content unit into the writing page through the set shooting module.
Implementing this alternative embodiment, a further method of determining the size of a written content element is provided that can improve the confidence in the size of the written content element.
A comparing unit 402, configured to compare the size of the writing content unit with a preset standard size, so as to obtain a deviation value between the size of the writing content unit and the preset standard size, as a deviation value corresponding to the writing content unit.
In the embodiment of the present invention, the size may be a number, a point size, or a millimeter of a font, which is not limited in the embodiment of the present invention.
In the embodiment of the present invention, the preset standard size may be an identification size that is set by a developer through a large number of experimental results and meets the identification requirement of the electronic device, and the embodiment of the present invention is not limited.
A photographing unit 403 for photographing a writing page to obtain a writing image when a dictation end instruction is detected.
The adjusting unit 404 is configured to adjust the size of the writing content unit to a preset standard size according to the deviation value corresponding to each writing content unit in the writing image, so that the writing image is adjusted to be the target image.
As an alternative implementation manner, the adjusting unit 404 is specifically configured to perform scaling processing on the pixels of the written content units according to the deviation value corresponding to each written content unit in the written image, so that the size of each written content unit in the written image is adjusted to a preset standard size, thereby adjusting the written image to the target image.
In the embodiment of the invention, the pixels are indivisible units or elements in the whole written image, and the pixels determine the size of the written content unit.
By implementing the optional embodiment, a method for adjusting the size of the written content unit to the preset standard size is provided, which can improve the recognition accuracy of the written content unit.
An identifying unit 405 for identifying the written content unit from the target image.
In an embodiment of the present invention, the recognition unit 405 may recognize the written content unit from the target image by using an Optical Character Recognition (OCR) technology. Specifically, the recognition unit 405 may detect characters in the target image, determine their shapes by detecting dark and light patterns, and then translate the shapes into computer-readable text information using OCR technology.
As can be seen, with the electronic device described in fig. 4, the size of the writing content unit in the writing image obtained by shooting the writing page on which the user writes according to the dictation content reported by the electronic device is uniformly adjusted to the preset standard size to obtain the target image, and then the target image is identified to obtain the writing content unit, so that the recognition accuracy of the writing content can be improved, and the dictation detection efficiency can be improved.
EXAMPLE five
Referring to fig. 5, fig. 5 is a schematic structural diagram of another electronic device according to an embodiment of the disclosure. The electronic device shown in fig. 5 is further optimized from the electronic device shown in fig. 4. Compared to the electronic device shown in fig. 4, the electronic device shown in fig. 5 may further include a detection unit 406, a font acquisition unit 407, and a projection unit 408, where:
a detecting unit 406, configured to detect the written content unit according to the standard answer to obtain an error content unit.
A font obtaining unit 407, configured to obtain a preset writing font.
In the embodiment of the present invention, the writing font may be a song style, a regular style, an clerical script, or the like, and the embodiment of the present invention is not limited.
As an alternative embodiment, the manner of acquiring the preset writing font by the font acquiring unit 407 may be:
acquiring historical calligraphy exercise data of a user;
dividing a plurality of writing fonts from the historical calligraphy exercise data according to the types of the writing fonts;
and determining the writing font with the highest exercise frequency from the plurality of divided writing fonts, and taking the writing font with the highest exercise frequency as a preset writing font.
Implement this optional implementation mode, determine the highest typeface of writing of exercise frequency based on user's daily calligraphy exercise to write the typeface as predetermineeing and write the typeface, can promote electronic equipment's intelligence.
And a projection unit 408 for projecting the target standard answer corresponding to the wrong content unit on the writing page in a preset writing font form, so that the user can practice according to the projected target standard answer.
In this embodiment of the present invention, the projection unit 408 may project the target standard answer corresponding to the error content unit on the writing page in the form of a preset writing font by using a holographic projection technology (holographic projection), where the holographic projection technology is also called a virtual imaging technology, and is a technology for recording and reproducing a real three-dimensional image of an object by using interference and diffraction principles.
It can be seen that, with the electronic device described in fig. 5, the size of the writing content unit in the writing image obtained by shooting the writing page on which the user writes according to the dictation content reported by the electronic device is uniformly adjusted to the preset standard size to obtain the target image, and then the target image is identified to obtain the writing content unit, so that the recognition accuracy of the writing content can be improved, and the dictation detection efficiency can be improved. In addition, by implementing the electronic device described in fig. 5, the target standard answer corresponding to the wrong content unit may be projected on the writing page for the user to perform calligraphy practice, so that on one hand, the user may strengthen the content of the writing error in the dictation process, and on the other hand, the user may perform calligraphy practice.
EXAMPLE six
Referring to fig. 6, fig. 6 is a schematic structural diagram of another electronic device according to an embodiment of the disclosure. The electronic device shown in fig. 6 is further optimized from the electronic device shown in fig. 4. Compared with the electronic device shown in fig. 4, the electronic device shown in fig. 6 may further include a list acquisition unit 409, a determination unit 410, a number acquisition unit 411, an introduction unit 412, a dictation result acquisition unit 413, and an evaluation unit 414, where:
a list acquiring unit 409, configured to acquire a contact list of the user when the online match instruction is detected.
In the embodiment of the present invention, the contact list may be pre-stored in a cache of the electronic device, or may be input to the electronic device by a user in an import form.
The determining unit 410 is configured to determine, from the contact list, a target user whose interaction frequency with the user is greater than a preset frequency.
In the embodiment of the present invention, the interaction frequency may be a number of times of interaction (such as chatting, making questions, and the like) with the user through the electronic device, and the embodiment of the present invention is not limited. The electronic equipment takes the contact persons with the interaction frequency between the contact person list and the user larger than the preset frequency as target users, and the electronic equipment is beneficial to the users to realize further friend making.
In the embodiment of the present invention, the preset frequency may be an interaction frequency that is set in advance and input to the electronic device by the user, or an average frequency of interaction frequencies between all contacts in the contact list and the user, which is not limited in the embodiment of the present invention.
A number obtaining unit 411, configured to obtain a target number of a target electronic device of a target user.
In the embodiment of the invention, the target number is the identity authentication of the target electronic equipment, and the target electronic equipment can be connected only through the target number.
And the reading unit 412 is configured to perform online with the target electronic device according to the target number, and read the same dictation content simultaneously with the target electronic device at the same reading speed in an online state.
In the embodiment of the present invention, the reading unit 412 reads the same dictation content simultaneously with the target electronic device at the same reading speed, so as to ensure fairness of the online competition.
In the embodiment of the present invention, since the target number is the identity authentication of the target electronic device, the reading and reporting unit 412 can perform online with the target electronic device according to the target number.
A dictation result acquiring unit 413 for acquiring the dictation result of the user and acquiring the target dictation result of the target user.
In this embodiment of the present invention, the dictation result of the user may be obtained by detecting the writing content of the user by the dictation result obtaining unit 413, the target dictation result of the target user may be obtained by detecting the writing content of the target user by the target electronic device and forwarding the writing content to the dictation result obtaining unit 413, or the writing content of the target user may be forwarded to the dictation result obtaining unit 413 by the target electronic device and detected by the dictation result obtaining unit 413, which is not limited in the embodiment of the present invention.
And the evaluation unit 414 is used for evaluating the dictation result and the target dictation result.
In the embodiment of the invention, the result of the online match can be obtained by comparing the dictation result with the target dictation result, such as winning of the user, winning of the target user, or smooth hands of the user and the target user.
As can be seen, with the electronic device described in fig. 6, the size of the writing content unit in the writing image obtained by shooting the writing page on which the user writes according to the dictation content reported by the electronic device is uniformly adjusted to the preset standard size to obtain the target image, and then the target image is identified to obtain the writing content unit, so that the recognition accuracy of the writing content can be improved, and the dictation detection efficiency can be improved. In addition, by implementing the electronic device described in fig. 6, the target user whose interaction frequency is greater than the preset frequency is in online competition, which is beneficial to further strengthen learning through competition. On the other hand, the method is beneficial to the user to realize further friend making through the competition.
EXAMPLE seven
Referring to fig. 7, fig. 7 is a schematic structural diagram of another electronic device according to an embodiment of the disclosure. As shown in fig. 7, the electronic device may include:
a memory 701 in which executable program code is stored;
a processor 702 coupled to the memory 701;
the processor 702 calls the executable program code stored in the memory 701 to execute the method for identifying the written content in any one of fig. 1 to 3.
It should be noted that the electronic device shown in fig. 7 may further include components, which are not shown, such as a power supply, an input key, a camera, a speaker, a screen, an RF circuit, a Wi-Fi module, a bluetooth module, and a sensor, which are not described in detail in this embodiment.
The embodiment of the invention discloses a computer-readable storage medium which stores a computer program, wherein the computer program enables a computer to execute any one of the identification methods of the written contents in figures 1-3.
An embodiment of the present invention discloses a computer program product, which includes a non-transitory computer-readable storage medium storing a computer program, and the computer program is operable to cause a computer to execute any one of the recognition methods of written content of fig. 1 to 3.
The embodiment of the present invention also discloses an application publishing platform, wherein the application publishing platform is used for publishing a computer program product, and when the computer program product runs on a computer, the computer is caused to execute part or all of the steps of the method in the above method embodiments.
It should be appreciated that reference throughout this specification to "one embodiment" or "an embodiment" means that a particular feature, structure or characteristic described in connection with the embodiment is included in at least one embodiment of the present invention. Thus, the appearances of the phrases "in one embodiment" or "in an embodiment" in various places throughout this specification are not necessarily all referring to the same embodiment. Furthermore, the particular features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. Those skilled in the art should also appreciate that the embodiments described in this specification are exemplary and alternative embodiments, and that the acts and modules illustrated are not required in order to practice the invention.
In various embodiments of the present invention, it should be understood that the sequence numbers of the above-mentioned processes do not imply an inevitable order of execution, and the execution order of the processes should be determined by their functions and inherent logic, and should not constitute any limitation on the implementation process of the embodiments of the present invention.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, and can also be realized in a form of a software functional unit.
The integrated units, if implemented as software functional units and sold or used as a stand-alone product, may be stored in a computer accessible memory. Based on such understanding, the technical solution of the present invention, which is a part of or contributes to the prior art in essence, or all or part of the technical solution, can be embodied in the form of a software product, which is stored in a memory and includes several requests for causing a computer device (which may be a personal computer, a server, a network device, or the like, and may specifically be a processor in the computer device) to execute part or all of the steps of the above-described method of each embodiment of the present invention.
In the embodiments provided herein, it should be understood that "B corresponding to a" means that B is associated with a from which B can be determined. It should also be understood, however, that determining B from a does not mean determining B from a alone, but may also be determined from a and/or other information.
In various embodiments of the present invention, it is understood that the meaning of "a and/or B" means that a and B are each present alone or both a and B are included.
It will be understood by those skilled in the art that all or part of the steps in the methods of the embodiments described above may be implemented by instructions associated with a program, which may be stored in a computer-readable storage medium, where the storage medium includes Read-Only Memory (ROM), Random Access Memory (RAM), Programmable Read-Only Memory (PROM), Erasable Programmable Read-Only Memory (EPROM), One-time Programmable Read-Only Memory (OTPROM), Electrically Erasable Programmable Read-Only Memory (EEPROM), compact disc-Read-Only Memory (CD-ROM), or other Memory, magnetic disk, magnetic tape, or magnetic tape, Or any other medium which can be used to carry or store data and which can be read by a computer.
The method for recognizing the written content and the electronic device disclosed by the embodiment of the invention are described in detail, a specific example is applied in the text to explain the principle and the implementation of the invention, and the description of the embodiment is only used for helping to understand the method and the core idea of the 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 (12)

1. A method for recognizing written content, comprising:
acquiring the size of a writing content unit written in a writing page by a user;
comparing the size of the writing content unit with a preset standard size to obtain a deviation value between the size of the writing content unit and the preset standard size, wherein the deviation value is used as a corresponding deviation value of the writing content unit;
when a dictation ending instruction is detected, shooting the writing page to obtain a writing image;
according to the deviation value corresponding to each writing content unit in the writing image, adjusting the size of the writing content unit to the preset standard size so as to adjust the writing image to be a target image;
the written content unit is identified from the target image.
2. The method of claim 1, wherein the written page is provided with a plurality of grid shapes, the grid shapes providing location guidance for the user to write the written content unit; the obtaining the size of the writing content unit written by the user on the writing page comprises:
acquiring the target size of the field character grid on the writing page;
in the process that the user writes the writing content unit into the field character lattice, acquiring the proportion of the writing content unit occupying the corresponding field character lattice;
determining a size of the written content unit according to the ratio.
3. The method according to claim 1 or 2, wherein the resizing the written content units to the preset standard size according to the deviation value corresponding to each written content unit in the written image, so as to adjust the written image to a target image, comprises:
and zooming the pixels of the writing content units according to the deviation value corresponding to each writing content unit in the writing image, so that the size of each writing content unit in the writing image is adjusted to the preset standard size, and the writing image is adjusted to be a target image.
4. The method of claim 3, wherein after said identifying the written content element from the target image, the method further comprises:
detecting the written content unit according to the standard answer to obtain an error content unit;
acquiring a preset writing font;
and projecting the target standard answer corresponding to the wrong content unit on the writing page in the form of the preset writing font so that the user can practice according to the projected target standard answer.
5. The method of claim 3, further comprising:
when an online competition instruction is detected, acquiring a contact list of the user;
determining a target user with interaction frequency greater than preset frequency with the user from the contact list;
acquiring a target number of target electronic equipment of the target user;
according to the target number, the target electronic equipment is connected online, and the target electronic equipment simultaneously reads the same dictation content according to the same reading speed in an online state;
acquiring the dictation result of the user and acquiring the target dictation result of the target user;
and comparing the dictation result with the target dictation result.
6. An electronic device, comprising:
the size acquisition unit is used for acquiring the size of a writing content unit written in a writing page by a user;
the comparison unit is used for comparing the size of the writing content unit with a preset standard size to obtain a deviation value between the size of the writing content unit and the preset standard size, and the deviation value is used as a corresponding deviation value of the writing content unit;
the shooting unit is used for shooting the writing page to obtain a writing image when a dictation ending instruction is detected;
the adjusting unit is used for adjusting the size of the writing content unit to the preset standard size according to the deviation value corresponding to each writing content unit in the writing image so as to adjust the writing image to be a target image;
and the identification unit is used for identifying the written content unit from the target image.
7. The electronic device of claim 6, wherein the writing page is provided with a plurality of grid shapes, and the grid shapes provide position guidance for the user to write the writing content unit; the size acquisition unit includes:
the first acquisition subunit is used for acquiring the target size of the field grid on the writing page;
a second obtaining subunit, configured to obtain, in a process where the user writes the writing content unit into the field case, a proportion of the writing content unit occupying the corresponding field case;
a determining subunit, configured to determine a size of the written content unit according to the ratio.
8. The electronic device of claim 6 or 7, wherein:
the adjusting unit is specifically configured to perform scaling processing on pixels of the writing content units according to the deviation value corresponding to each writing content unit in the writing image, so that the size of each writing content unit in the writing image is adjusted to the preset standard size, and the writing image is adjusted to a target image.
9. The electronic device of claim 8, further comprising:
the detection unit is used for detecting the written content unit according to standard answers after the recognition unit recognizes the written content unit from the target image so as to obtain an error content unit;
a font obtaining unit for obtaining a preset writing font;
and the projection unit is used for projecting the target standard answer corresponding to the wrong content unit on the writing page in the form of the preset writing font so that the user can practice according to the projected target standard answer.
10. The electronic device of claim 8, further comprising:
the list acquisition unit is used for acquiring a contact list of the user when an online competition instruction is detected;
the determining unit is used for determining a target user with the interaction frequency larger than the preset frequency with the user from the contact list;
a number acquisition unit, configured to acquire a target number of a target electronic device of the target user;
the reading unit is used for being online with the target electronic equipment according to the target number and simultaneously reading the same dictation content with the target electronic equipment at the same reading speed in an online state;
the dictation result acquisition unit is used for acquiring the dictation result of the user and acquiring the target dictation result of the target user;
and the evaluation unit is used for evaluating the dictation result and the target dictation result.
11. An electronic device, comprising:
a memory storing executable program code;
a processor coupled with the memory;
the processor calls the executable program code stored in the memory for executing a method of identifying written content according to any of claims 1 to 5.
12. A computer-readable storage medium storing a computer program, wherein the computer program causes a computer to execute a method of identifying written content according to any one of claims 1 to 5.
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