CN110490074A - Method, system and device are corrected in a kind of classroom based on image recognition in real time - Google Patents
Method, system and device are corrected in a kind of classroom based on image recognition in real time Download PDFInfo
- Publication number
- CN110490074A CN110490074A CN201910646530.6A CN201910646530A CN110490074A CN 110490074 A CN110490074 A CN 110490074A CN 201910646530 A CN201910646530 A CN 201910646530A CN 110490074 A CN110490074 A CN 110490074A
- Authority
- CN
- China
- Prior art keywords
- student
- answer
- information
- real time
- image
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 33
- 230000001815 facial effect Effects 0.000 claims abstract description 13
- 238000012790 confirmation Methods 0.000 claims abstract description 10
- 238000005516 engineering process Methods 0.000 claims description 9
- 238000012015 optical character recognition Methods 0.000 claims description 4
- 230000009885 systemic effect Effects 0.000 claims description 3
- 230000009286 beneficial effect Effects 0.000 description 3
- 230000003287 optical effect Effects 0.000 description 3
- 230000003993 interaction Effects 0.000 description 2
- 230000005540 biological transmission Effects 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 239000006185 dispersion Substances 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 230000008676 import Effects 0.000 description 1
- 238000007689 inspection Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/22—Matching criteria, e.g. proximity measures
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/20—Education
- G06Q50/205—Education administration or guidance
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/40—Document-oriented image-based pattern recognition
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
-
- G—PHYSICS
- G09—EDUCATION; CRYPTOGRAPHY; DISPLAY; ADVERTISING; SEALS
- G09B—EDUCATIONAL OR DEMONSTRATION APPLIANCES; APPLIANCES FOR TEACHING, OR COMMUNICATING WITH, THE BLIND, DEAF OR MUTE; MODELS; PLANETARIA; GLOBES; MAPS; DIAGRAMS
- G09B7/00—Electrically-operated teaching apparatus or devices working with questions and answers
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Business, Economics & Management (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Educational Administration (AREA)
- Educational Technology (AREA)
- Strategic Management (AREA)
- Data Mining & Analysis (AREA)
- Multimedia (AREA)
- General Health & Medical Sciences (AREA)
- Tourism & Hospitality (AREA)
- Health & Medical Sciences (AREA)
- Artificial Intelligence (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Evolutionary Biology (AREA)
- Life Sciences & Earth Sciences (AREA)
- Primary Health Care (AREA)
- Marketing (AREA)
- Bioinformatics & Computational Biology (AREA)
- Human Resources & Organizations (AREA)
- General Business, Economics & Management (AREA)
- Evolutionary Computation (AREA)
- General Engineering & Computer Science (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Human Computer Interaction (AREA)
- Economics (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Electrically Operated Instructional Devices (AREA)
Abstract
The invention discloses a kind of classrooms based on image recognition to correct method, system and device in real time, this method comprises: acquisition student's facial image, confirmation student's number；The answer image for acquiring student's answer, obtains comparison result according to answer image；It is associated with student's number and comparison result, obtains answer result；Show answer result.The system includes: identity information module, answering information module, relating module and display module.The device includes memory and corrects the processor of method in real time for executing the above-mentioned classroom based on image recognition.By using the present invention, the examination question that student answers on classroom can be corrected in real time.The present invention corrects method, system and device as a kind of classroom based on image recognition in real time, can be widely applied to tutoring system field.
Description
Technical field
The present invention relates to tutoring system fields more particularly to a kind of classroom based on image recognition to correct method in real time, is
System and device.
Background technique
At present in the smart machine of classroom instruction, the method for answer has following three kinds on classroom, first is that using papery
Answering card scheme, but student's answer situation can not be analyzed in real time, need teacher to spend more time input system, second is that using answering
Device scheme is inscribed, device for answering question is easy dispersion student note that and being easy to be needed to bind pupilage, more by artificial damage
Student is changed to need to bind again, it is more troublesome.
Summary of the invention
In order to solve the above-mentioned technical problem, the object of the present invention is to provide one kind can correct in real time student's answer based on figure
As method, system and device are corrected in the classroom of identification in real time.
First technical solution of the present invention is: method is corrected in a kind of classroom based on image recognition in real time, including
Following steps:
Acquire student's facial image, confirmation student's number；
The answer image for acquiring student's answer, obtains comparison result according to answer image；
It is associated with student's number and comparison result, obtains answer result；
Show answer result.
Further, further comprising the steps of:
Answer is arranged as a result, obtaining score statistical information；
Score statistical information is saved to server.
Further, the step for acquisition student's facial image, confirmation student's number, is specific further include:
Student's facial image is acquired, is matched with preset student's face information, obtains matching result；
According to matching result, the corresponding student information of student's face information is obtained；
According to the student information of acquisition, student's number is confirmed.
Further, the answer image of acquisition student's answer, the step for comparison result is obtained according to answer image tool
Body further include:
The answer image for acquiring student's answer confirms answer information based on optical character recognition technology, answer information is passed
Transport to tutoring system；
Answer information is compared with the preset standard answer of the test item bank in tutoring system, obtains comparison result.
Further, the answer result includes that student's number and each student number corresponding comparison result.
Further, the student information includes class's information of student's face information, student number and student, the examination question
Library includes examination question and item colibration answer.
Further, the statistical information includes that the accuracy of the examination question, the mistake of each wrong option select rate and answer questions the examination
The student of topic numbers.
Second technical solution of the present invention is: system is corrected in a kind of classroom based on image recognition in real time, comprising:
Identity information module, for acquiring student's facial image, confirmation student's number；
Answering information module obtains comparison result according to answer image for acquiring the answer image of student's answer；
Relating module obtains answer result for being associated with student's number and comparison result；
Display module, for showing answer result；
Sorting module, for arranging answer as a result, obtaining score statistical information；
Memory module, for saving score statistical information to server.
The beneficial effect of the method for the present invention and system is: the present invention is based on recognitions of face and optical character identification can be real-time
Student's answer data are obtained, enhances classroom interaction, saves the work load of user, carry out information record without taking a significant amount of time
Enter, and the equipment is not necessarily to be touched, to not easily cause artificial damage.
Detailed description of the invention
Fig. 1 is the step flow chart that method is corrected in a kind of classroom based on image recognition of the present invention in real time；
Fig. 2 is the structural block diagram that system is corrected in a kind of classroom based on image recognition of the present invention in real time.
Specific embodiment
The present invention is described in further detail in the following with reference to the drawings and specific embodiments.In for the examples below
Number of steps is arranged only for the purposes of illustrating explanation, does not do any restriction to the sequence between step, each in embodiment
The execution sequence of step can be adaptively adjusted according to the understanding of those skilled in the art.
As shown in Figure 1, correct method in real time the invention discloses a kind of classroom based on image recognition, this method include with
Lower step:
S1, acquisition student's facial image, confirmation student's number；
Specifically, it is placed in the wide-angle camera above blackboard and acquires student's face information within the scope of entire classroom, pass through
Face recognition technology matches with student's face information of system storage, confirms pupilage, and number automatically to it.
S2, the answer image for acquiring student's answer, obtain comparison result according to answer image；
Specifically, the wide-angle camera above blackboard can acquire the answer on students' selection option card in real time, pass through optical character
Identification technology carries out the information identification of answer.
S3, association student number and comparison result, obtain answer result；
S4, answer result is shown.
Specifically, after confirming pupilage, the binding of pupilage and answer result is completed, and will identify the letter after binding
Breath is transmitted to tutoring system, by projector to blackboard, show answer as a result, selection be sent only to user and hold
Tutoring system mobile terminal.
It is further used as the preferred embodiment of this method, further comprising the steps of:
S5, answer is arranged as a result, obtaining score statistical information.
S6, related information and statistical information are saved to server；
Specifically, it may be configured as automatically saving statistical information, the clothes of tutoring system be automatically saved to after confirmation statistical information
Business device, in order to data preparation and the learning effect of inspection student's term section.
It is further used as the preferred embodiment of this method, acquisition student's facial image, confirmation student numbers this step
It is rapid specific further include:
Student's facial image is acquired, is matched with student's face information of systemic presupposition, obtains matching result；
Specifically, wide-angle camera acquires the face information of student within the scope of entire classroom, is uploaded to tutoring system, teaching
Systemic presupposition student information matches student's face information of upload with the presupposed information in system.
According to matching result, the corresponding student information of student's face information is obtained；
According to the student information of acquisition, student's number is confirmed.
Specifically, pupilage is confirmed by face recognition technology, binds the seat number of the student, class's information etc., just
In arrangement and statistical data, and confirm that student numbers, uses student's number as pupilage in subsequent statistics and displaying
Mark.
It is further used as the preferred embodiment of this method, the answer information of acquisition student's answer judges answer information
Whether correctly, the step for obtaining answer result is specific further include:
The answer image for acquiring student's answer confirms answer information based on optical character recognition technology, answer information is passed
Transport to tutoring system；
Specifically, the examination question that projection needs student to answer is clicked in tutoring system, and option is lifted after the completion of student's answer
Card shows answer, and the wide-angle camera above blackboard acquires option card information within the scope of entire classroom, known by optical character
Other technology confirms answer information, is transmitted to tutoring system.
Answer information is compared with the preset standard answer of the test item bank in tutoring system, obtains comparison result.
Specifically, examination question and model answer need to be preset in the test item bank in tutoring system, when answer information is transmitted to teaching
System, system is interior to find preset examination question and its model answer according to examination question number, by the information and standard of the answer of transmission
Answer is proofreaded, and record answers questions student's number of examination question, and statistics answers questions the number of the examination question.
It is further used as the preferred embodiment of this method, the answer result includes student's number and each student number pair
The comparison result answered.
Specifically, it is the comparison result after being associated with student's number that each student, which numbers corresponding comparison result,
Student's number is corresponded with comparison result.
It is further used as the preferred embodiment of this method, the student information includes the face information of student, student's number
With class's information of student, the test item bank includes examination question and item colibration answer.
Specifically, student information and test item bank are preset in system, and are stored in the storage server of tutoring system, institute
Stating student information can be arranged on demand, such as number, seat number, class and contact method, the test item bank can directly from network under
It carries or the scanning of papery version examination question imports.
It is further used as the preferred embodiment of this method, the statistical information includes the accuracy of the examination question, each mistake
The mistake of option selects rate and answers questions student's number of the examination question.
Specifically, multiple statistical data can be also arranged in the statistical information on demand, number and institute as answered questions the examination question
Corresponding student's number, fallibility item etc..
As shown in Fig. 2, system is corrected in a kind of classroom based on image recognition in real time, comprising:
Identity information module, for acquiring student's facial image, confirmation student's number；
Answering information module obtains comparison result according to answer image for acquiring the answer image of student's answer；
Relating module obtains answer result for being associated with student's number and comparison result；
Display module, for showing answer result.
Preferably, system is corrected in a kind of classroom based on image recognition in real time, further includes:
Sorting module, for arranging answer as a result, obtaining score statistical information；
Memory module, for saving score statistical information to server.
Specific embodiments of the present invention are as follows:
Using a tutoring system, student information and test question information can be preset in tutoring system, student information includes student
Number, class number etc. can associated identity information, test question information includes examination question and item colibration answer, and the tutoring system can be
It is opened in all-in-one machine, the data of camera acquisition can also be directly transferred to tutoring system.Upper class hour religion was opened in all-in-one machine
System, the examination question that projection needs student to practice lift tabs and show answer after the completion of student's answer.At this point, above blackboard
Wide-angle camera the information of student's face information and its lifted tabs is acquired within the scope of entire classroom, pass through recognition of face
Technology and optical character recognition technology carry out information identification, complete the binding of pupilage and answer result, and identification is bound
Information afterwards is transmitted to tutoring system.Tutoring system corrects the answer of all students according to item colibration answer automatically,
After the completion of correcting, answer record and statistical information are uploaded in the storage server of tutoring system automatically, so as to follow-up data
Arrangement, finally by all students correct result by all-in-one machine classroom show.
Suitable for present apparatus embodiment, present apparatus embodiment is implemented content in above method embodiment
Function is identical as above method embodiment, and the beneficial effect reached and above method embodiment beneficial effect achieved
It is identical.
It is obtained by above-mentioned, advantage for present invention is:
Student data can be obtained in real time, enhance classroom interaction；Teacher's work load is saved, without completing a large amount of letters after class
Cease typing；It is used for different students, without binding the relationship of device for answering question and student again；Equipment is not easy by artificial damage, no
It is easy to be lost, it not will disperse student and attend class attention；Without external charge, and the tutoring system that mobile phone, tablet computer use at present
It often to safeguard charging, cause to add human cost.
It is to be illustrated to preferable implementation of the invention, but the invention is not limited to the implementation above
Example, those skilled in the art can also make various equivalent variations on the premise of without prejudice to spirit of the invention or replace
It changes, these equivalent deformations or replacement are all included in the scope defined by the claims of the present application.
Claims (10)
1. method is corrected in a kind of classroom based on image recognition in real time, it is characterised in that: the following steps are included:
Acquire student's facial image, confirmation student's number；
The answer image for acquiring student's answer, obtains comparison result according to answer image；
It is associated with student's number and comparison result, obtains answer result；
Show answer result.
2. method is corrected in a kind of classroom based on image recognition according to claim 1 in real time, it is characterised in that: further include
Following steps:
Answer is arranged as a result, obtaining statistical information；
Statistical information is saved to server.
3. method is corrected in a kind of classroom based on image recognition according to claim 3 in real time, it is characterised in that: described to adopt
It is the step for collecting student's facial image, confirming student's number, specific further include:
Student's facial image is acquired, is matched with student's face information of systemic presupposition, obtains matching result；
According to matching result, the corresponding student information of student's face information is obtained；
According to the student information of acquisition, student's number is confirmed.
4. method is corrected in a kind of classroom based on image recognition according to claim 1 in real time, it is characterised in that: described to adopt
Collect the answer image of student's answer, it is the step for comparison result is obtained according to answer image, specific further include:
The answer image for acquiring student's answer confirms answer information based on optical character recognition technology, answer information is transmitted to
Tutoring system；
Answer information is compared with the model answer of the test item bank in tutoring system, obtains comparison result.
5. method is corrected in a kind of classroom based on image recognition according to claim 4 in real time, it is characterised in that: described to answer
Topic result includes that student's number and each student number corresponding comparison result.
6. method is corrected in a kind of classroom based on image recognition according to claim 4 in real time, it is characterised in that:
Raw information includes class's information of student's face information, student number and student, and the test item bank includes examination question and item colibration
Answer.
7. correcting method in real time according to a kind of classroom based on image recognition that claim 2 is stated, it is characterised in that: the statistics
Information includes that the accuracy of the examination question, the mistake of each wrong option select rate and answer questions student's number of the examination question.
8. system is corrected in a kind of classroom based on image recognition in real time, it is characterised in that.
Identity information module, for acquiring student's facial image, confirmation student's number；
Answering information module obtains comparison result according to answer image for acquiring the answer image of student's answer；
Relating module obtains answer result for being associated with student's number and comparison result；
Display module, for showing answer result.
9. system is corrected in a kind of classroom based on image recognition according to claim 8 in real time, it is characterised in that.
Sorting module, for arranging answer as a result, obtaining statistical information；
Memory module, for saving statistical information to server.
10. device is corrected in a kind of classroom based on image recognition in real time, it is characterised in that:
At least one processor；
At least one processor, for storing at least one program；
When at least one described program is executed by least one described processor, so that at least one described processor is realized as weighed
Benefit requires a kind of classroom based on image recognition any one of 1-7 to correct method in real time.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910646530.6A CN110490074A (en) | 2019-07-17 | 2019-07-17 | Method, system and device are corrected in a kind of classroom based on image recognition in real time |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910646530.6A CN110490074A (en) | 2019-07-17 | 2019-07-17 | Method, system and device are corrected in a kind of classroom based on image recognition in real time |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN110490074A true CN110490074A (en) | 2019-11-22 |
Family
ID=68547304
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201910646530.6A Pending CN110490074A (en) | 2019-07-17 | 2019-07-17 | Method, system and device are corrected in a kind of classroom based on image recognition in real time |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN110490074A (en) |
Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111368808A (en) * | 2020-04-10 | 2020-07-03 | 刘志锋 | Method, device and system for acquiring answer data and teaching equipment |
| CN111489595A (en) * | 2020-04-16 | 2020-08-04 | 广东小天才科技有限公司 | Method and device for feeding back test information in live broadcast teaching process |
| CN111489596A (en) * | 2020-04-16 | 2020-08-04 | 广东小天才科技有限公司 | Method and device for information feedback in live broadcast teaching process |
| CN113516087A (en) * | 2021-07-21 | 2021-10-19 | 湖北海天时代科技发展有限公司 | Learning situation analysis system, method and terminal based on network video course |
| CN114140282A (en) * | 2021-11-19 | 2022-03-04 | 武汉东信同邦信息技术有限公司 | Method and device for quickly reviewing answers of general teaching classroom based on deep learning |
| CN117689506A (en) * | 2023-12-12 | 2024-03-12 | 创而新(北京)科技有限公司 | Classroom data processing method, device, equipment and storage medium |
Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104376315A (en) * | 2014-07-30 | 2015-02-25 | 天津科技大学 | Detection method based on computer image processing and mode recognition and application of detection method |
| US20150279220A1 (en) * | 2014-03-31 | 2015-10-01 | Konica Minolta Laboratory U.S.A., Inc. | Method and system for analyzing exam-taking behavior and improving exam-taking skills |
| CN106384320A (en) * | 2016-10-30 | 2017-02-08 | 安徽省艾佳信息技术有限公司 | Test method based on random test questions |
| CN106448309A (en) * | 2016-10-29 | 2017-02-22 | 安徽省艾佳信息技术有限公司 | Electronic test system for preventing cheating |
| CN108830267A (en) * | 2018-05-08 | 2018-11-16 | 苏州友教习亦教育科技有限公司 | A kind of method and system goed over examination papers based on image recognition |
| CN109064814A (en) * | 2018-06-27 | 2018-12-21 | 深圳中兴网信科技有限公司 | Examination question reads and makes comments method, examination question reads and makes comments system and computer readable storage medium |
| CN109685692A (en) * | 2019-01-15 | 2019-04-26 | 山东仁博信息科技有限公司 | A kind of noninductive acquisition and analysis system of various dimensions student learning behavior |
| CN109712456A (en) * | 2019-01-15 | 2019-05-03 | 山东仁博信息科技有限公司 | System is intelligently read and made comments in a kind of student's papery operation based on camera |
| CN109784878A (en) * | 2019-03-18 | 2019-05-21 | 重庆替比网络科技有限公司 | A kind of with no paper network test system and method |
-
2019
- 2019-07-17 CN CN201910646530.6A patent/CN110490074A/en active Pending
Patent Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20150279220A1 (en) * | 2014-03-31 | 2015-10-01 | Konica Minolta Laboratory U.S.A., Inc. | Method and system for analyzing exam-taking behavior and improving exam-taking skills |
| CN104376315A (en) * | 2014-07-30 | 2015-02-25 | 天津科技大学 | Detection method based on computer image processing and mode recognition and application of detection method |
| CN106448309A (en) * | 2016-10-29 | 2017-02-22 | 安徽省艾佳信息技术有限公司 | Electronic test system for preventing cheating |
| CN106384320A (en) * | 2016-10-30 | 2017-02-08 | 安徽省艾佳信息技术有限公司 | Test method based on random test questions |
| CN108830267A (en) * | 2018-05-08 | 2018-11-16 | 苏州友教习亦教育科技有限公司 | A kind of method and system goed over examination papers based on image recognition |
| CN109064814A (en) * | 2018-06-27 | 2018-12-21 | 深圳中兴网信科技有限公司 | Examination question reads and makes comments method, examination question reads and makes comments system and computer readable storage medium |
| CN109685692A (en) * | 2019-01-15 | 2019-04-26 | 山东仁博信息科技有限公司 | A kind of noninductive acquisition and analysis system of various dimensions student learning behavior |
| CN109712456A (en) * | 2019-01-15 | 2019-05-03 | 山东仁博信息科技有限公司 | System is intelligently read and made comments in a kind of student's papery operation based on camera |
| CN109784878A (en) * | 2019-03-18 | 2019-05-21 | 重庆替比网络科技有限公司 | A kind of with no paper network test system and method |
Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111368808A (en) * | 2020-04-10 | 2020-07-03 | 刘志锋 | Method, device and system for acquiring answer data and teaching equipment |
| CN111489595A (en) * | 2020-04-16 | 2020-08-04 | 广东小天才科技有限公司 | Method and device for feeding back test information in live broadcast teaching process |
| CN111489596A (en) * | 2020-04-16 | 2020-08-04 | 广东小天才科技有限公司 | Method and device for information feedback in live broadcast teaching process |
| CN113516087A (en) * | 2021-07-21 | 2021-10-19 | 湖北海天时代科技发展有限公司 | Learning situation analysis system, method and terminal based on network video course |
| CN114140282A (en) * | 2021-11-19 | 2022-03-04 | 武汉东信同邦信息技术有限公司 | Method and device for quickly reviewing answers of general teaching classroom based on deep learning |
| CN117689506A (en) * | 2023-12-12 | 2024-03-12 | 创而新(北京)科技有限公司 | Classroom data processing method, device, equipment and storage medium |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN110490074A (en) | Method, system and device are corrected in a kind of classroom based on image recognition in real time | |
| CN109815932A (en) | A kind of paper corrects method, apparatus, electronic equipment and storage medium | |
| CN108229361A (en) | A kind of electronic paper marking method | |
| CN109064814A (en) | Examination question reads and makes comments method, examination question reads and makes comments system and computer readable storage medium | |
| CN108320601A (en) | A kind of computer teaching lecture system based on cloud platform | |
| CN104732824A (en) | Interactive teaching system and method | |
| CN104732823A (en) | Interaction type teaching method and device | |
| CN104835365A (en) | Method applicable for writing work inspection, intelligent device and apparatus | |
| WO2008130096A1 (en) | On-line education method coupled with an item pool and a lecture | |
| CN105787833A (en) | Student learning integrated management system | |
| CN113362206A (en) | Online classroom information processing method and device, computer equipment and storage medium | |
| CN110223551A (en) | A kind of intelligence system quickly collected multiple students and learn picture | |
| CN111368808A (en) | Method, device and system for acquiring answer data and teaching equipment | |
| CN205375885U (en) | Student end system of network interaction teaching | |
| KR20130089998A (en) | System of providing study information and method of providing study information learner with study information using the same | |
| KR101409795B1 (en) | Learning system basesd on QR code and method thereof | |
| US20150339937A1 (en) | Methods and systems for testing with test booklets and electronic devices | |
| CN109993153B (en) | Artificial intelligence system of going over examination papers based on edge calculation | |
| CN115050039A (en) | Automatic test paper analysis method, system, electronic device and storage medium | |
| CN106875763B (en) | A kind of interactive network teaching system | |
| CN112799612A (en) | Printing control method and device, computer equipment and storage medium | |
| CN111489596A (en) | Method and device for information feedback in live broadcast teaching process | |
| CN111192490A (en) | Intelligent education student end homework system and operation method thereof | |
| CN113223352B (en) | Modularized task type learning system | |
| TWI693566B (en) | Method of processing data relation among three parties |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20191122 |
|
| RJ01 | Rejection of invention patent application after publication |