CN111079769B - Identification method of writing content and electronic equipment - Google Patents

Identification method of writing content and electronic equipment Download PDF

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Publication number
CN111079769B
CN111079769B CN201910712184.7A CN201910712184A CN111079769B CN 111079769 B CN111079769 B CN 111079769B CN 201910712184 A CN201910712184 A CN 201910712184A CN 111079769 B CN111079769 B CN 111079769B
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writing
content unit
target
size
unit
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CN111079769A (en
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周林
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Guangdong Genius Technology Co Ltd
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Guangdong Genius 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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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Theoretical Computer Science (AREA)
  • User Interface Of Digital Computer (AREA)
  • Electrically Operated Instructional Devices (AREA)

Abstract

The embodiment of the invention relates to the technical field of education, and discloses a method for identifying writing content and electronic equipment, wherein the method comprises the following steps: acquiring the size of a writing content unit written by a user on a writing page; 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 deviation value corresponding to 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, the size of the writing content unit is adjusted to a preset standard size, so that the writing image is adjusted to be a target image; a written content unit is identified from the target image. By implementing the embodiment of the invention, the identification accuracy of the written content can be improved.

Description

Identification method of writing content and electronic equipment
Technical Field
The invention relates to the technical field of education, in particular to a method for identifying writing content and electronic equipment.
Background
Currently, most electronic devices (such as home education machines) 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 the font written on the written page is too small when the user writes, the accuracy of the recognition of the written content will be reduced.
Disclosure of Invention
The embodiment of the invention discloses a method and electronic equipment for identifying writing content, which can improve the identification accuracy of the writing content.
An embodiment of the invention discloses a method for identifying writing content, which comprises the following steps:
acquiring the size of a writing content unit written by a user on a writing page;
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 deviation value corresponding to 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, the size of the writing content unit is adjusted to the preset standard size, so that the writing image is adjusted 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 field word lattices, and the field word lattices provide position guidance for the user to write the writing content unit; the step of obtaining the size of the writing content unit written by the user on the writing page comprises the following steps:
Obtaining a target size of the field word lattice on the writing page;
acquiring the proportion of the writing content unit occupying the corresponding field character grid in the process that the user writes the writing content unit into the field character grid;
and determining the size of the writing content unit according to the proportion.
As an optional implementation manner, in the first aspect of the embodiment of the present invention, the adjusting, according to a deviation value corresponding to each of the writing content units in the writing image, a size of the writing content unit to the preset standard size, so that the writing image is adjusted to be a target image includes:
and scaling 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 writing 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 error content unit on the writing page in the form of the preset writing font, so that the user exercises according to the projected target standard answer.
As an optional implementation manner, in the first aspect of the 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 the interaction frequency with the user being greater than a preset frequency 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 with the target electronic equipment, and the same dictation content is simultaneously reported and read with the target electronic equipment according to the same reporting and reading speed in the connected state;
acquiring a dictation result of the user and acquiring a 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:
A size acquisition unit configured to acquire a size of a writing content unit written by a user on a writing page;
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 deviation value corresponding to 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;
an adjustment unit, configured to adjust a size of the writing content unit to the preset standard size according to a deviation value corresponding to each writing content unit in the writing image, so that the writing image is adjusted to be a target image;
and the identification unit is used for identifying the writing 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 field word lattices, and the field word lattices 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 word lattice on the writing page;
The second obtaining subunit is used for obtaining the proportion of the writing content unit occupying the corresponding field word lattice in the process that the user writes the writing content unit into the field word lattice;
and the determining subunit is used for determining the size of the writing content unit according to the proportion.
As an alternative implementation, in the second aspect of the embodiment of the present invention,
the adjustment 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 thus the writing image is adjusted to be a target image.
As an optional implementation manner, in the second aspect of the embodiment of the present invention, the electronic device further includes:
a detection unit for detecting the written content unit according to a standard answer after the identification unit identifies the written content unit from the target image, so as to obtain an error content unit;
the font acquiring unit is used for acquiring a preset writing font;
And the projection unit is used for projecting the target standard answer corresponding to the error 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:
a list acquisition unit, configured to acquire 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 with the user being greater than a preset frequency from the contact list;
a number acquisition unit, configured to acquire a target number of a target electronic device of the target user;
the broadcasting unit is used for carrying out online with the target electronic equipment according to the target number and broadcasting the same dictation content with the target electronic equipment at the same broadcasting 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 with 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 to the memory;
the processor invokes the executable program code stored in the memory to execute a method for identifying written content disclosed in the first aspect of the embodiment of the present invention.
A fourth aspect of the embodiments of the present invention discloses a computer-readable storage medium storing a computer program, wherein the computer program causes a computer to execute a method for recognizing writing contents disclosed in the first aspect of the embodiments of the present invention.
A fifth aspect of the embodiments of the present invention discloses a computer program product which, when run on a computer, causes the computer to perform part or all of the steps of any one of the methods of the first aspect.
A sixth aspect of the embodiments of the present invention discloses an application publishing platform for publishing a computer program product, wherein the computer program product, when run on a computer, causes the computer to perform part or all of the steps of any one of the methods of 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 written content unit written in a written page by a user is obtained, the size of the written content unit is compared with a preset standard size, so that a deviation value between the size of the written content unit and the preset standard size is used as a deviation value corresponding to the written content unit, when a dictation ending instruction is detected, the written page is shot to obtain a written image, then the size of the written content unit is adjusted to the 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 be a target image, and then the written 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 and read by the electronic equipment through 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 of the embodiments of the present invention, the drawings that are needed 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 other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a flow chart of a method for recognizing writing content according to an embodiment of the present invention;
FIG. 2 is a flow chart of another method for recognizing writing according to an embodiment of the present invention;
FIG. 3 is a flow chart of a method for recognizing writing 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 present invention;
FIG. 5 is a schematic diagram of another electronic device according to an embodiment of the present invention;
FIG. 6 is a schematic diagram of another electronic device according to an embodiment of the present invention;
FIG. 7 is a schematic diagram of a structure of still another electronic device according to an embodiment of the present invention;
fig. 8 is an exemplary diagram of a dictation process of an electronic device, as disclosed in an embodiment of the invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the 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 between different objects and not for describing a particular sequential order. The terms "comprises," "comprising," and "having," and any variations 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 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", "middle", "vertical", "horizontal", "lateral", "longitudinal" and the like indicate an azimuth or a positional relationship based on that shown in the drawings. These terms are only used to better describe the present invention and its embodiments and are not intended to limit the scope of the indicated devices, elements or components to the particular orientations or to configure and operate in the particular orientations.
Also, some of the terms described above may be used to indicate other meanings in addition to orientation or positional relationships, for example, the term "upper" may also be used to indicate some sort of attachment or connection in some cases. The specific meaning of these terms in the present invention will be understood by those of ordinary skill in the art according to the specific circumstances.
Furthermore, the terms "mounted," "configured," "provided," "connected," and "connected" are to be construed broadly. For example, it may be a fixed connection, a removable connection, or a unitary construction; may 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 meaning of the above terms in the present invention can be understood by those of ordinary skill in the art according to the specific circumstances.
The embodiment of the invention discloses a method and electronic equipment for identifying writing content, which can improve the identification accuracy of the writing content. The method for identifying the written content disclosed by the embodiment of the invention is suitable for various electronic devices such as home teaching machines, learning tablets or learning computers, and the embodiment of the invention is not limited. The operating systems of various electronic devices may include, but are not limited to, android operating systems, IOS operating systems, symbian operating systems, black Berry operating systems, windows Phone8 operating systems, and the like, and the embodiments of the present invention are not limited. The following detailed description refers to the accompanying drawings.
Example 1
Referring to fig. 1, fig. 1 is a flow chart of a method for recognizing writing according to an embodiment of the invention. As shown in fig. 1, the method may include the following steps.
101. The electronic device obtains a size of a written content unit written by a user on a written page.
In the embodiment of the invention, the electronic equipment can be various equipment such as a home teaching machine, a learning tablet or a learning computer, and the embodiment of the invention is not limited. Among other things, electronic devices may support network technologies including, but not limited to: global system for mobile communications (Global System for Mobile Communications, GSM), universal packet radio service (General Packet Radio Service, GPRS), code Division multiple access (Code Division Multiple Access, CDMA), wideband code Division multiple access (W-CDMA), CDMA2000, IMT single carrier (IMT Single Carrier), enhanced data rates for 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), high performance radio local area network (High Performance Radio Local Area Network, hiperLAN), high performance radio wide area network (HiperWAN), local multipoint distribution service (Local Multipoint Distribution Service, LMDS), worldwide interoperability for all microwave access (WiMAX), zigBee, bluetooth, orthogonal Frequency Division Multiplexing (OFDM), high capacity space Division multiple access (HC-SDMA), universal Mobile Telecommunications System (UMTS), universal mobile telecommunications system Time Division duplex (UMTS-TDD), evolved high speed packet access (a+), time Division synchronous code Division multiple access (TD-SCDMA), evolution data optimization (EV-DO), digital enhanced telecommunications (DECT), and others.
Referring to fig. 8 together, fig. 8 is an exemplary diagram illustrating a dictation process of an electronic device according to an embodiment of the invention. As shown in fig. 8, the apparatus main body 10 is provided with a photographing module 20, the electronic apparatus can control the photographing module to photograph, and a light reflecting device 30 (for example, a reflector, a prism, or a convex lens) can be further disposed right in front of the photographing module 20, where the light reflecting device 30 is used for changing the light path of the photographing module 20, so that the photographing module 20 can photograph the designated area 40. By making the photographing module 20 of the apparatus body 10 photograph the image of the writing page placed on the designated area 40 in the light reflecting device 30 without manually changing the placement mode of the apparatus body 10, the photographing process can be simplified and the photographing efficiency can be improved. The writing page placed on the designated area 40 may be a book, an exercise book, a drawing book, a test paper, or the like, which is not particularly limited in the embodiment of the present invention.
In the embodiment of the invention, the writing content written by the user on the writing page can be Chinese or English, and the embodiment of the 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 ease of understanding, embodiments of the present invention will be described using the written content as chinese and the written content unit as a chinese kanji, for example, assuming that the written content is "bright moon light before bed", then "bed", "front", "bright", "moon" and "light" are written content units. In the embodiment of the invention, the electronic equipment can acquire 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 field grids, where the field grids may provide location guidance for the writing of the writing content units by the user, and step 101 the electronic device obtains the size of the writing content units written by the user on the writing page, including:
obtaining a target size of a field character lattice on a writing page;
in the process that a user writes writing content units into the field character lattice, the proportion of the writing content units occupying the corresponding field character lattice is obtained;
the size of the written content unit is determined according to the ratio.
In the embodiment of the present invention, optionally, the electronic device may be provided with a photographing module, and the electronic device may obtain, through the photographing module provided by the electronic device, a proportion of the writing content unit occupying the corresponding field word lattice.
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.
Implementation of this alternative embodiment provides a method for determining the size of a written content unit, which can improve the reliability of 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 step 101 the electronic device obtains the size of the writing content unit written by the user on the writing page, including:
detecting a writing track of the writing content unit written by the user through a set sensor in the process that the user writes the writing content unit into a writing page;
the size of the written content unit is determined from 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, then the writing track of the writing content unit written by the user can be obtained by fitting the position 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 provides another method for determining the size of a written content unit, which can improve the reliability of the size of the written content unit.
As yet another alternative embodiment, step 101 the electronic device obtains the size of the written content unit written by the user on the written page, including:
detecting the movement range of a pen point in the process of writing the writing content unit into a writing page by a user;
The size of the written content unit is determined according to the range of motion of the nib.
In the embodiment of the present invention, optionally, the electronic device may be provided with a shooting module, and the electronic device may detect a movement range of the pen tip during writing of the writing content unit into the writing page by the user through the shooting module.
Implementing this alternative embodiment provides a further method for determining the size of a written content unit, which can improve the reliability of the size of the written content unit.
102. The electronic device 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, and the deviation value is used as a deviation value corresponding to the writing content unit.
In the embodiment of the present invention, the size may be the number of fonts, the number of pounds or the number of millimeters, which is not limited.
In the embodiment of the invention, the preset standard size can be an identification size which is set by a developer through a large number of experimental results and meets the identification requirement of the electronic equipment, and the embodiment of the invention is not limited.
For convenience of understanding, in the embodiment of the present invention, the number of pounds of the font is taken as an example, and in the embodiment of the present invention, for example, assuming that a size of a certain writing content unit is 12 and a preset standard size is 16, the electronic device compares the size of the writing content unit with the preset standard size to obtain a deviation value between the size of the writing content unit and the preset standard size is 4.
103. When the dictation end instruction is detected, the electronic device shoots a writing page to obtain a writing image.
In the embodiment of the invention, the dictation ending instruction is used for starting the dictation ending program and can be any preset user interaction instruction. The user interaction instruction may be obtained through an application program interface (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 an intelligent terminal. The user interaction instruction includes, 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, the user presets the dictation ending instruction for starting the dictation ending program as an image interaction instruction through the electronic device, so that the electronic device can shoot an image or a video stream of the dictation process of the user through a shooting module arranged on the electronic device, automatically detect whether the user puts down a pen for writing in the image or the video stream, and judge that the dictation ending instruction input by the user is received when detecting that the user puts down the pen for writing in the image.
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 a target image.
As an optional implementation manner, step 104, the electronic device adjusts the size of each 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, which includes:
and scaling the pixels of the writing content units according to the corresponding deviation value of each writing content unit in the writing image, so that the size of each writing content unit in the writing image is adjusted to a preset standard size, and the writing image is adjusted to be a target image.
In the embodiment of the invention, the pixels are units or elements which are indispensible in the whole written image, and the pixels determine the size of the written content unit.
The optional implementation mode provides a method for adjusting the size of the writing content unit to a preset standard size, and can improve the identification accuracy of the writing content unit.
105. The electronic device identifies a written content unit from the target image.
In the embodiment of the invention, the electronic equipment can identify the writing content unit from the target image by utilizing an Optical character recognition (Optical CharacterRecognition, OCR) technology. Specifically, the electronic device may detect characters in the target image, determine its shape by detecting dark and light patterns, and then translate the shape into computer-readable text information using OCR technology.
Therefore, by implementing the method described in fig. 1, 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 device 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.
Example two
Referring to fig. 2, fig. 2 is a flow chart illustrating another method for recognizing writing according to an embodiment of the invention. As shown in fig. 2, the method may include the following steps.
201. The electronic device obtains a size of a written content unit written by a user on a written page.
202. The electronic device 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, and the deviation value is used as a deviation value corresponding to the writing content unit.
203. When the dictation end instruction is detected, the electronic device shoots 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 a target image.
205. The electronic device identifies a 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 equipment 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 units which are different from the standard answer in the writing content are error content units in the writing content. For example, the standard answer is "bright moon before bed, suspected of frosting. The head is looked at bright moon, the head is thought of as hometown, the writing content is' bright moon before bed, and the frost is suspected to be on the ground. The head is raised to be bright moon, and the head is lowered to be the hometown, and the error content unit is raised.
207. The electronic equipment acquires a preset writing font.
In the embodiment of the invention, the writing fonts can be Song Ti, regular script or script, etc., and the embodiment of the invention is not limited.
As an optional implementation manner, the manner of obtaining the preset writing font by the electronic device in step 207 may be:
acquiring historical handwriting exercise data of a user;
dividing a plurality of writing fonts from the historical handwriting exercise data according to the writing font types;
determining the writing font with the highest training frequency from the plurality of divided writing fonts, and taking the writing font with the highest training frequency as a preset writing font.
According to the implementation method, the writing font with the highest exercise frequency is determined based on the daily handwriting exercise of the user, and the writing font is used as the preset writing font, so that the intelligence of the electronic equipment can be improved.
208. The electronic equipment projects the target standard answer corresponding to the error content unit on the writing page in a preset writing font mode, so that a user exercises according to the projected target standard answer.
In the embodiment of the invention, the electronic device can project the target standard answer corresponding to the error content unit on the writing page in the form of a preset writing font by utilizing a holographic projection technology (Holographic Projection), wherein 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 utilizing interference and diffraction principles.
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 handwriting exercise by describing according to the target standard answer projected in the preset writing font form.
In the embodiment of the invention, the steps 206-208 are implemented, so that on one hand, the consolidation of the content of the writing errors in the dictation process can be deepened for the user, and on the other hand, the handwriting exercise can be performed for the user.
Therefore, by implementing the method described in fig. 2, 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 device 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. In addition, by implementing the method described in fig. 2, a target standard answer corresponding to the error content unit can be projected on the writing page for the user to do handwriting exercise, so that on one hand, the user can be deepened to consolidate the writing error content in the dictation process, and on the other hand, the user can do handwriting exercise.
Example III
Referring to fig. 3, fig. 3 is a flowchart illustrating a method for recognizing writing according to another embodiment of the present invention. As shown in fig. 3, the method may include the following steps.
301. The electronic device obtains a size of a written content unit written by a user on a written page.
302. The electronic device 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, and the deviation value is used as a deviation value corresponding to the writing content unit.
303. When the dictation end instruction is detected, the electronic device shoots 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 a target image.
305. The electronic device identifies a written content unit from the target image.
It should be noted that, steps 301-305 may be performed before steps 306-311, or steps 301-305 may be performed after steps 306-311, which is not limited by the embodiment of the present invention.
306. When an online game instruction is detected, the electronic device obtains a contact list of the user.
In the embodiment of the invention, the contact list can be pre-stored in a cache of the electronic device, or can be input to the electronic device by a user in an importing form, and the embodiment of the invention is not limited.
In the embodiment of the present invention, the online competition command is used to start the online competition program, and may be any preset user interaction command. The user interaction instruction may be obtained through an application program interface (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 an intelligent terminal. The user interaction instruction includes, 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, the user presets the online competition command for starting the online competition program as a voice interaction command through the electronic device, so that the electronic device can collect voice information input by the user through a voice recognition module (such as a microphone) arranged on the electronic device, automatically recognize whether the voice information is matched with preset voice information (such as please start the online competition), and when recognizing that the voice information is matched with the preset voice information, determine that the online competition command input by the user is received.
307. The electronic device determines a target user with the interaction frequency with the user being greater than a preset frequency from the contact list.
In the embodiment of the present invention, the interaction frequency may be the number of times of interaction (such as chatting, doing questions, etc.) with the user through the electronic device, which is not limited in the embodiment of the present invention. And the electronic equipment takes the contact person with the interaction frequency with the user being greater than the preset frequency in the contact person list as a target user, so that the user can realize further friend making.
In the embodiment of the invention, the preset frequency can be the interaction frequency which is set in advance by the user and is input to the electronic equipment, and can also be the average frequency of the interaction frequencies between all contacts in the contact list and the user, and the embodiment of the invention is not limited.
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 online with the target electronic equipment can be performed only through the target number.
309. And the electronic equipment is connected with the target electronic equipment according to the target number, and simultaneously reads the same dictation content with the target electronic equipment according to the same reading speed in the connected state.
According to the embodiment of the invention, the electronic equipment and the target electronic equipment simultaneously read the same dictation content according to the same reading speed, so that the fairness of an online match can be ensured.
In the embodiment of the invention, because the target number is the identity authentication of the target electronic equipment, the electronic equipment can be connected with the target electronic equipment according to the target number.
310. The electronic equipment obtains the dictation result of the user and obtains the target dictation result of the target user.
In the embodiment of the invention, the dictation result of the user can be obtained by detecting the writing content of the user by the electronic device, the target dictation result of the target user can be obtained by detecting the writing content of the target user by the target electronic device and forwarding the writing content of the target user to the electronic device, or forwarding the writing content of the target user to the electronic device by the target electronic device and detecting the writing content by the electronic device.
311. The electronic device compares the dictation result with the target dictation result.
In the embodiment of the invention, the result of the online competition can be obtained by comparing the dictation result with the target dictation result, such as winning the user, winning the target user, or putting the user and the target user in hands.
In the embodiment of the present invention, step 306-step 311 are implemented, and an online competition is performed with a target user whose interaction frequency is greater than a preset frequency, so that on the one hand, the user can further consolidate learning through competition. On the other hand, the user can realize further friend making through the competition.
Therefore, by implementing the method described in fig. 3, 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 device 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. In addition, the method described in fig. 3 is implemented, and by performing an online competition with the target user whose interaction frequency is greater than the preset frequency, on the one hand, the user is facilitated to further consolidate learning through the competition. On the other hand, the user can realize further friend making through the competition.
Example IV
Referring to fig. 4, fig. 4 is a schematic structural diagram of an electronic device according to an embodiment of the invention. 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 acquisition unit 401 for acquiring the size of a writing content unit written by a user on a writing page.
As an alternative embodiment, the writing page may be provided with a plurality of field grids, which may provide location guidance for the user to write the writing content unit, and the size obtaining unit 401 may include the following sub-units, not shown:
the first acquisition subunit is used for acquiring the target size of the field character lattice 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 of writing the writing content unit into the field character lattice by a user;
and the determining subunit 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 photographing module, and accordingly, the second obtaining subunit may obtain, through the provided photographing module, a proportion of the writing content unit occupying the corresponding field word lattice.
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.
Implementation of this alternative embodiment provides a method for determining the size of a written content unit, which can improve the reliability of the size of the written content unit.
As another alternative embodiment, the electronic device may provide a sensor (such as a pressure sensor or a capacitance sensor) below the writing page, and the size acquisition unit 401 may further include the following sub-units, not shown:
the first detection subunit is used for detecting the writing track of the writing content unit written by the user through the set sensor in the process that the user writes the writing content unit into the writing page;
the determining subunit is further configured to determine a size of the written 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, then the writing track of the writing content unit written by the user can be obtained by fitting the position 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 provides another method for determining the size of a written content unit, which can improve the reliability of the size of the written content unit.
As yet another alternative embodiment, the size acquisition unit 401 may further include the following sub-units, not shown:
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;
the determining subunit is further configured to determine a size of the writing content unit according to the range of motion of the nib.
In the embodiment of the present invention, optionally, the electronic device may be provided with a photographing module, and accordingly, the second detection subunit may detect, through the provided photographing module, a movement range of the pen tip during writing of the writing content unit into the writing page by the user.
Implementing this alternative embodiment provides a further method for determining the size of a written content unit, which can improve the reliability of the size of the written content unit.
And a comparison unit 402, configured to compare the size of the written content unit with a preset standard size, so as to obtain a deviation value between the size of the written content unit and the preset standard size, as a deviation value corresponding to the written content unit.
In the embodiment of the present invention, the size may be the number of fonts, the number of pounds or the number of millimeters, which is not limited.
In the embodiment of the invention, the preset standard size can be an identification size which is set by a developer through a large number of experimental results and meets the identification requirement of the electronic equipment, and the embodiment of the invention is not limited.
And a photographing unit 403 for photographing a writing page to obtain a writing image when a dictation end instruction is detected.
And an adjusting unit 404, configured to adjust the size of each 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 optional implementation manner, the adjusting unit 404 is specifically configured to perform scaling processing on the pixels of the writing content unit 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 a preset standard size, so that the writing image is adjusted to be the target image.
In the embodiment of the invention, the pixels are units or elements which are indispensible in the whole written image, and the pixels determine the size of the written content unit.
The optional implementation mode provides a method for adjusting the size of the writing content unit to a preset standard size, and can improve the identification accuracy of the writing content unit.
And an identification unit 405 for identifying the writing 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 using an optical character recognition (Optical Character Recognition, OCR) technique. 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.
Therefore, implementing the electronic device described in fig. 4, 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 device is uniformly adjusted to the preset standard size, so as to obtain the target image, and then the target image is identified, so that the writing content unit can be obtained, and the identification accuracy of the writing content can be improved, so that the dictation detection efficiency is improved.
Example five
Referring to fig. 5, fig. 5 is a schematic structural diagram of another electronic device according to an embodiment of the invention. The electronic device shown in fig. 5 is further optimized by 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, wherein:
And a detection unit 406 for detecting the written content unit according to the standard answer to obtain an error content unit.
The font obtaining unit 407 is configured to obtain a preset writing font.
In the embodiment of the invention, the writing fonts can be Song Ti, regular script or script, etc., and the embodiment of the invention is not limited.
As an alternative embodiment, the font obtaining unit 407 may obtain the preset writing font in the following manner:
acquiring historical handwriting exercise data of a user;
dividing a plurality of writing fonts from the historical handwriting exercise data according to the writing font types;
determining the writing font with the highest training frequency from the plurality of divided writing fonts, and taking the writing font with the highest training frequency as a preset writing font.
According to the implementation method, the writing font with the highest exercise frequency is determined based on the daily handwriting exercise of the user, and the writing font is used as the preset writing font, so that the intelligence of the electronic equipment can be improved.
And a projection unit 408, configured to project the target standard answer corresponding to the error content unit on the writing page in a preset writing font form, so that the user performs exercise according to the projected target standard answer.
In the 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 the object by using interference and diffraction principles.
Therefore, implementing the electronic device described in fig. 5, 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 device is uniformly adjusted to the preset standard size, so as to obtain the target image, and then the target image is identified, so that the writing content unit can be obtained, and the identification accuracy of the writing content can be improved, so that the dictation detection efficiency is improved. In addition, by implementing the electronic device described in fig. 5, a target standard answer corresponding to the error content unit can be projected on the writing page for the user to perform handwriting exercise, so that on one hand, the user can be deepened to consolidate the writing error content in the dictation process, and on the other hand, the user can perform handwriting exercise.
Example six
Referring to fig. 6, fig. 6 is a schematic structural diagram of another electronic device according to an embodiment of the present invention. The electronic device shown in fig. 6 is further optimized by 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, a newspaper reading unit 412, a dictation result acquisition unit 413, and a evaluation unit 414, wherein:
a list acquisition unit 409 for acquiring a contact list of the user when an online game instruction is detected.
In the embodiment of the invention, the contact list can be pre-stored in a cache of the electronic device, or can be input to the electronic device by a user in an importing form, and the embodiment of the invention is not limited.
A determining unit 410, 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 the number of times of interaction (such as chatting, doing questions, etc.) with the user through the electronic device, which is not limited in the embodiment of the present invention. And the electronic equipment takes the contact person with the interaction frequency with the user being greater than the preset frequency in the contact person list as a target user, so that the user can realize further friend making.
In the embodiment of the invention, the preset frequency can be the interaction frequency which is set in advance by the user and is input to the electronic equipment, and can also be the average frequency of the interaction frequencies between all contacts in the contact list and the user, and the embodiment of the invention is not limited.
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 online with the target electronic equipment can be performed only through the target number.
And the newspaper reading unit 412 is configured to perform online with the target electronic device according to the target number, and simultaneously newspaper and read the same dictation content with the target electronic device at the same newspaper reading speed in the online state.
In the embodiment of the invention, the newspaper reading unit 412 reads the same dictation content according to the same newspaper reading speed and the same newspaper reading speed of the target electronic device, so that fairness of online competition can be ensured.
In the embodiment of the present invention, since the target number is the identity of the target electronic device, the reading unit 412 may be connected to the target electronic device according to the target number.
And a dictation result obtaining unit 413 for obtaining a dictation result of the user and obtaining a 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 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 of the target user to the dictation result obtaining unit 413, or may be obtained by forwarding the writing content of the target user to the dictation result obtaining unit 413 by the target electronic device and detecting the writing content by the dictation result obtaining unit 413.
And a comparing unit 414, configured to compare the dictation result with the target dictation result.
In the embodiment of the invention, the result of the online competition can be obtained by comparing the dictation result with the target dictation result, such as winning the user, winning the target user, or putting the user and the target user in hands.
Therefore, implementing the electronic device described in fig. 6, 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 device is uniformly adjusted to the preset standard size, so as to obtain the target image, and then the target image is identified, so that the writing content unit can be obtained, and the identification accuracy of the writing content can be improved, so that the dictation detection efficiency is improved. In addition, implementing the electronic device described in fig. 6, by performing an online competition with the target user whose interaction frequency is greater than the preset frequency, on the one hand, it is beneficial for the user to further consolidate learning through competition. On the other hand, the user can 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 invention. As shown in fig. 7, the electronic device may include:
a memory 701 storing executable program code;
a processor 702 coupled with the memory 701;
the processor 702 calls executable program codes stored in the memory 701, and executes the identification method of the writing content of any one of fig. 1 to 3.
It should be noted that, the electronic device shown in fig. 7 may further include components that 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 storing a computer program, wherein the computer program causes a computer to execute a method for identifying writing content in any one of fig. 1 to 3.
Embodiments of the present invention disclose a computer program product comprising a non-transitory computer readable storage medium storing a computer program, the computer program being operable to cause a computer to perform a method of identifying written content of any of fig. 1-3.
The embodiment of the invention also discloses an application release platform, wherein the application release platform is used for releasing a computer program product, and the computer program product is used for enabling the computer to execute part or all of the steps of the method in the 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 will also appreciate that the embodiments described in the specification are alternative embodiments and that the acts and modules referred to are not necessarily required for the present invention.
In various embodiments of the present invention, it should be understood that the sequence numbers of the foregoing processes do not imply that the execution sequences of the processes should be determined by the functions and internal logic of the processes, and should not be construed as limiting the implementation of the embodiments of the present invention.
The units described above as separate components may or may not be physically separate, and components shown as units may or may not be physical units, may be located in one place, or may be distributed over a plurality of network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the embodiment.
In addition, each functional unit in the embodiments of the present invention may be integrated in one processing unit, or each unit may exist alone physically, or two or more units may be integrated in one unit. The integrated units may be implemented in hardware or in software functional units.
The integrated units described above, if implemented in the form of software functional units and sold or used as stand-alone products, may be stored in a computer-accessible memory. Based on this understanding, the technical solution of the present invention, or a part contributing to the prior art or all or part of the technical solution, may be embodied in the form of a software product stored in a memory, comprising several requests for a computer device (which may be a personal computer, a server or a network device, etc., in particular may be a processor in a computer device) to execute some or all of the steps of the above-mentioned method of the various embodiments 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 that determining B from a does not mean determining B from a alone, but may also determine B 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 each exist alone or both a and B are included.
Those of ordinary skill in the art will appreciate that all or part of the steps of the various methods of the above embodiments may be implemented by a program that instructs associated hardware, the program may be stored in a computer readable storage medium including Read-Only Memory (ROM), random access Memory (Random Access Memory, RAM), programmable Read-Only Memory (Programmable Read-Only Memory, PROM), erasable programmable Read-Only Memory (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 (Compact Disc Read-Only Memory, CD-ROM) or other optical disk Memory, magnetic disk Memory, tape Memory, or any other medium that can be used for carrying or storing data that is readable by a computer.
The above describes in detail a method for identifying writing content and an electronic device disclosed in the embodiments of the present invention, and specific examples are applied to describe the principles and embodiments of the present invention, where the description of the above embodiments is only for helping to understand the method and core ideas of the present invention; meanwhile, as those skilled in the art will have variations in the specific embodiments and application scope in accordance with the ideas of the present invention, the present description should not be construed as limiting the present invention in view of the above.

Claims (10)

1. A method of recognizing written contents, comprising:
acquiring the size of a writing content unit written by a user on a writing page; the size of the writing content unit is obtained according to the proportion of the writing content unit occupying the corresponding field word lattice;
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 deviation value corresponding to 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, the size of the writing content unit is adjusted to the preset standard size, so that the writing image is adjusted to be a target image;
identifying the written content unit from the target image;
detecting the written content unit according to the standard answer to obtain an error content unit;
acquiring historical handwriting exercise data of the user;
dividing a plurality of writing fonts from the historical handwriting exercise data according to writing font types;
determining the writing font with the highest training frequency from the divided writing fonts, and taking the writing font with the highest training frequency as a preset writing font;
and projecting the target standard answer corresponding to the error content unit on the writing page in the form of the preset writing font, so that the user exercises according to the projected target standard answer.
2. The method of claim 1, wherein the writing page is provided with a plurality of field grids that provide location guidance for the user to write the writing content unit; the step of obtaining the size of the writing content unit written by the user on the writing page comprises the following steps:
Obtaining a target size of the field word lattice on the writing page;
acquiring the proportion of the writing content unit occupying the corresponding field character grid in the process that the user writes the writing content unit into the field character grid;
and determining the size of the writing content unit according to the proportion.
3. The method according to claim 1 or 2, wherein said 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 that the writing image is adjusted to be the target image, includes:
and scaling 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. A method according to claim 3, characterized in that the method further comprises:
when an online competition instruction is detected, acquiring a contact list of the user;
Determining a target user with the interaction frequency with the user being greater than a preset frequency 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 with the target electronic equipment, and the same dictation content is simultaneously reported and read with the target electronic equipment according to the same reporting and reading speed in the connected state;
acquiring a dictation result of the user and acquiring a target dictation result of the target user;
and comparing the dictation result with the target dictation result.
5. An electronic device, comprising:
a size acquisition unit configured to acquire a size of a writing content unit written by a user on a writing page; the size of the writing content unit is obtained according to the proportion of the writing content unit occupying the corresponding field word lattice;
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 deviation value corresponding to 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;
An adjustment unit, configured to adjust a size of the writing content unit to the preset standard size according to a deviation value corresponding to each writing content unit in the writing image, so that the writing image is adjusted to be a target image;
an identification unit configured to identify the writing content unit from the target image;
a detection unit for detecting the written content unit according to a standard answer after the identification unit identifies the written content unit from the target image, so as to obtain an error content unit;
a font acquiring unit configured to acquire historical handwriting exercise data of the user; dividing a plurality of writing fonts from the historical handwriting exercise data according to writing font types; determining the writing font with the highest training frequency from the divided writing fonts, and taking the writing font with the highest training frequency as a preset writing font;
and the projection unit is used for projecting the target standard answer corresponding to the error 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.
6. The electronic device of claim 5, wherein the writing page is provided with a plurality of field grids that provide location 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 word lattice on the writing page;
the second obtaining subunit is used for obtaining the proportion of the writing content unit occupying the corresponding field word lattice in the process that the user writes the writing content unit into the field word lattice;
and the determining subunit is used for determining the size of the writing content unit according to the proportion.
7. The electronic device according to claim 5 or 6, characterized in that:
the adjustment 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 thus the writing image is adjusted to be a target image.
8. The electronic device of claim 7, wherein the electronic device further comprises:
A list acquisition unit, configured to acquire 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 with the user being greater than a preset frequency from the contact list;
a number acquisition unit, configured to acquire a target number of a target electronic device of the target user;
the broadcasting unit is used for carrying out online with the target electronic equipment according to the target number and broadcasting the same dictation content with the target electronic equipment at the same broadcasting 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 with the target dictation result.
9. An electronic device, comprising:
a memory storing executable program code;
a processor coupled to the memory;
the processor invokes the executable program code stored in the memory for performing a method of identifying written content as claimed in any one of claims 1 to 4.
10. A computer-readable storage medium storing a computer program, wherein the computer program causes a computer to execute a method of recognizing written contents according to any one of claims 1 to 4.
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