CN108710880A - A kind of data grab method and terminal - Google Patents
A kind of data grab method and terminal Download PDFInfo
- Publication number
- CN108710880A CN108710880A CN201810468681.2A CN201810468681A CN108710880A CN 108710880 A CN108710880 A CN 108710880A CN 201810468681 A CN201810468681 A CN 201810468681A CN 108710880 A CN108710880 A CN 108710880A
- Authority
- CN
- China
- Prior art keywords
- data
- text
- picture
- identification
- template picture
- 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
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/24—Aligning, centring, orientation detection or correction of the image
- G06V10/245—Aligning, centring, orientation detection or correction of the image by locating a pattern; Special marks for positioning
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/62—Text, e.g. of license plates, overlay texts or captions on TV images
-
- 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
- G06V30/14—Image acquisition
- G06V30/148—Segmentation of character regions
- G06V30/153—Segmentation of character regions using recognition of characters or words
Abstract
The invention discloses a kind of data grab method and terminals, the interface of app is subjected to screenshotss operation, and preserve screenshot picture, then screenshot picture and the data template picture of selection are subjected to information comparison, judge whether that Data Identification can be recognized in the respective coordinates position in screenshot picture, if it is not, then updating the data template picture, returns to execution information and compare step;If so, it is subsequent to Data Identification it is text filed be detected and extract, obtain it is text filed in text data.The present invention can solve the problems, such as that traditional data crawl technology is helpless for enclosed environment as app, and the range that data can capture automatically is made to be extended;Position of the text data to be crawled in picture is positioned by data template picture, quickly positions the position of data to be captured, avoids being scanned entire picture, is greatly improved the efficiency of data grabber.
Description
Technical field
The present invention relates to data grabber technical field more particularly to a kind of data grab method and terminals.
Background technology
Now data grabber technology in industry is substantially for the open environments such as website or mobile terminal website,
There are two types of the modes of crawl, one is using the network transmission protocol, data packet is captured in data transmission procedure, for having added
Close data packet then obtains required data after decryption;Another kind is to obtain webpage html codes, captures web page code
In required data.Both modes are all only used for the data grabber of open environment, and enclosed environment as app is come
It says, interior data can not be obtained by the above method.
Invention content
The technical problem to be solved by the present invention is to:A kind of data grab method and terminal are provided, closed-loop can be solved
The problem of data in border can not obtain.
In order to solve the above-mentioned technical problem, a kind of technical solution that the present invention uses for:
A kind of data grab method, includes the following steps:
S1, data template picture is chosen, the data template picture includes seat of the Data Identification in data template picture
Cursor position information;
S2, operation app carry out screenshotss operation to the interface of app, and preserve screenshot picture;
S3, screenshot picture and data template picture are subjected to information comparison, judging whether can be in the correspondence in screenshot picture
Coordinate position recognizes Data Identification, if it is not, then updating the data template picture, returns to step S3;If so, to data mark
Know it is subsequent it is text filed be detected and extract, obtain it is text filed in text data.
In order to solve the above-mentioned technical problem, the another technical solution that the present invention uses for:
A kind of data grabber terminal, including memory, processor and be stored on the memory and can be at the place
The computer program run on reason device, the processor realize following steps when executing the computer program:
S1, data template picture is chosen, the data template picture includes seat of the Data Identification in data template picture
Cursor position information;
S2, operation app carry out screenshotss operation to the interface of app, and preserve screenshot picture;
S3, screenshot picture and data template picture are subjected to information comparison, judging whether can be in the correspondence in screenshot picture
Coordinate position recognizes Data Identification, if it is not, then updating the data template picture, returns to step S3;If so, to data mark
Know it is subsequent it is text filed be detected and extract, obtain it is text filed in text data.
The beneficial effects of the present invention are:The interfaces app are transformed into picture by the present invention, and with data template picture compare from
And data grabber is carried out, it can solve the problems, such as that traditional data crawl technology is helpless for enclosed environment as app, make number
It is extended according to the range that can be captured automatically;Text data to be crawled is positioned in picture by data template picture
Position quickly positions the position of data to be captured, and avoids being scanned entire picture, is greatly improved the effect of data grabber
Rate, while data grabber terminal being capable of real-time update data template picture during picture compares.
Description of the drawings
Fig. 1 is a kind of flow chart of data grab method of the embodiment of the present invention one;
Fig. 2 is a kind of structural schematic diagram of data grabber terminal of the embodiment of the present invention three;
Fig. 3 is the schematic diagram at the interfaces food and drink platform app of the embodiment of the present invention five;
Label declaration:
1, a kind of data grabber terminal;2, memory;3, processor.
Specific implementation mode
To explain the technical content, the achieved purpose and the effect of the present invention in detail, below in conjunction with embodiment and coordinate attached
Figure is explained.
The design of most critical of the present invention is:The interfaces app screenshotss are transformed into screenshot picture, by screenshot picture and data mould
Plate picture carries out information comparison, the position of data to be captured quickly is positioned, to obtain text data.
Fig. 1 is please referred to, a kind of data grab method includes the following steps:
S1, data template picture is chosen, the data template picture includes seat of the Data Identification in data template picture
Cursor position information;
S2, operation app carry out screenshotss operation to the interface of app, and preserve screenshot picture;
S3, screenshot picture and data template picture are subjected to information comparison, judging whether can be in the correspondence in screenshot picture
Coordinate position recognizes Data Identification, if it is not, then updating the data template picture, returns to step S3;If so, to data mark
Know it is subsequent it is text filed be detected and extract, obtain it is text filed in text data.
As can be seen from the above description, the beneficial effects of the present invention are:The interfaces app are transformed into picture by the present invention, and with number
According to template picture compare to carry out data grabber, can solve traditional data crawl technology for enclosed environment as app without
The problem of being power, the range that data can capture automatically is made to be extended;It is positioned by data template picture to be crawled
Position of the text data in picture, quickly positions the position of data to be captured, and avoids being scanned entire picture, can be significantly
The efficiency of data grabber is improved, while data grabber terminal can be real-time according to picture comparison result during picture compares
Update the data template picture.
Further, further include step S4 after the step S3:Structuring processing is carried out to the text data of acquisition, and
It preserves.
Seen from the above description, the text data that structuring is handled carries out data convenient for user's more convenient and quicker and looks into
It askes.
Further, in the step S3, the concrete operations for updating the data template picture are:It is current according to the interfaces app
Layout remake data template picture corresponding with the layout.
Seen from the above description, the updated data template picture of the present invention can be opposite with the newest layout at the interfaces app
It answers.
Further, the number of the Data Identification is multiple, and multiple Data Identifications and structural data in database
Multiple data fields correspond.
Seen from the above description, the present invention can capture multiple textual datas in the interfaces app simultaneously according to multiple Data Identifications
According to, and text data is subjected to structuring processing, efficiency is higher.
Further, described in the step S3 that text filed where Data Identification is detected and is extracted, it obtains
Take it is text filed in text data include:
It text filed is detected by the way that radon transform methods or hough transform methods are subsequent to Data Identification;It is logical
The textual image that projection histogram is partitioned into uniline in text filed is crossed, textual image is identified using optical character recognition technology
In character, extract text data.
Seen from the above description, the present invention is converted using radon or hough transform methods are examined to text filed
It surveys, can ensure text filed normalization, it, can be like clockwork convenient for the identification of optical character recognition technology below
Extract text data.
It please refers to Fig. 2, a kind of data grabber terminal, including memory, processor and is stored on the memory simultaneously
The computer program that can be run on the processor, the processor realize following steps when executing the computer program:
S1, data template picture is chosen, the data template picture includes seat of the Data Identification in data template picture
Cursor position information;
S2, operation app carry out screenshotss operation to the interface of app, and preserve screenshot picture;
S3, screenshot picture and data template picture are subjected to information comparison, judging whether can be in the correspondence in screenshot picture
Coordinate position recognizes Data Identification, if it is not, then updating the data template picture, returns to step S3;If so, to data mark
Know it is subsequent it is text filed be detected and extract, obtain it is text filed in text data.
As can be seen from the above description, the beneficial effects of the present invention are:The interfaces app are transformed into picture by the present invention, and with number
According to template picture compare to carry out data grabber, can solve traditional data crawl technology for enclosed environment as app without
The problem of being power, the range that data can capture automatically is made to be extended;It is positioned by data template picture to be crawled
Position of the text data in picture, quickly positions the position of data to be captured, and avoids being scanned entire picture, can be significantly
The efficiency of data grabber is improved, while data grabber terminal being capable of real-time update data template figure during picture compares
Piece.
Further, further include step S4 after the step S3:Structuring processing is carried out to the text data of acquisition, and
It preserves.
Seen from the above description, the text data that structuring is handled carries out data convenient for user's more convenient and quicker and looks into
It askes.
Further, in the step S3, the concrete operations for updating the data template picture are:It is current according to the interfaces app
Layout remake data template picture corresponding with the layout.
Seen from the above description, the updated data template picture of the present invention can be opposite with the newest layout at the interfaces app
It answers.
Further, the number of the Data Identification is multiple, and multiple Data Identifications and structural data in database
Multiple data fields correspond.
Seen from the above description, the present invention can capture multiple textual datas in the interfaces app simultaneously according to multiple Data Identifications
According to, and text data is subjected to structuring processing, efficiency is higher.
Further, described in the step S3 that text filed where Data Identification is detected and is extracted, it obtains
Take it is text filed in text data include:
It text filed is detected by the way that radon transform methods or hough transform methods are subsequent to Data Identification;It is logical
The textual image that projection histogram is partitioned into uniline in text filed is crossed, textual image is identified using optical character recognition technology
In character, extract text data.
Seen from the above description, the present invention is converted using radon or hough transform methods are examined to text filed
It surveys, can ensure text filed normalization, it, can be like clockwork convenient for the identification of optical character recognition technology below
Extract text data.
Embodiment one
Fig. 1 is please referred to, the embodiment of the present invention one is:A kind of data grab method, including step:
S1, data template picture is chosen, the data template picture includes seat of the Data Identification in data template picture
Cursor position information;
Wherein, the number of the Data Identification is multiple, and in multiple Data Identifications and database structural data it is more
A data field corresponds.
S2, operation app carry out screenshotss operation to the interface of app, and preserve screenshot picture;
Wherein, the operation app includes:App is run in the ends PC simulation mobile terminal or is run in mobile client entity
The interface that data to be captured are found after app, operation app carries out screenshotss operation.
S3, screenshot picture and data template picture are subjected to information comparison, judging whether can be in the correspondence in screenshot picture
Coordinate position recognizes each Data Identification, if it is not, then updating the data template picture, returns to step S3;If so, logarithm
According to identify it is subsequent it is text filed be detected and extract, obtain it is text filed in text data.
Wherein, the concrete operations for updating the data template picture are:According to the current layout in the interfaces app remake with it is described
It is laid out corresponding data template picture, repositions coordinate position of each Data Identification in data template.
It is described in the step S3 that text filed where Data Identification is detected and is extracted, it obtains text filed
Interior text data includes:By radon transform methods or hough transform methods to the subsequent text area of each Data Identification
Domain is detected;The textual image of uniline is partitioned into text filed by projection histogram, uses optical character identification skill
Art identifies the character in textual image, extracts text data.
The position of step S1 and step S2 can be interchanged.
Embodiment two
The present embodiment and the difference of embodiment one are, further include step S4 after the step S3:To the text of acquisition
Data carry out structuring processing, and preserve, and the text data that structuring is handled is shown.
Embodiment three
It please refers to Fig. 2, a kind of test terminal 1 of view-based access control model identification, including memory 2, processor 3 and is stored in institute
The computer program that can be run on memory 2 and on the processor 3 is stated, the processor 3 executes the computer program
Each step in Shi Shixian embodiments one.
Example IV
It please refers to Fig. 2, a kind of test terminal 1 of view-based access control model identification, including memory 2, processor 3 and is stored in institute
The computer program that can be run on memory 2 and on the processor 3 is stated, the processor 3 executes the computer program
Each step in Shi Shixian embodiments two.
Embodiment five
Above-mentioned data grab method is applied in specific scene by the present embodiment:
S1, the click data template combobox on system interface are chosen " enterprise's food and drink data template picture ", enterprise's food and drink
Include co-ordinate position information of the Data Identification in data template picture in data template picture;Data Identification is located to be captured
Text data before.
Wherein, the number of the Data Identification is multiple, and in multiple Data Identifications and database structural data it is more
A data field corresponds.Such as it needs to capture the organization of food and beverage enterprise, operation address, authorised representative in the present embodiment
The information such as people, credit number, business scope, the term of validity, as shown in figure 3, then just by unit in enterprise's food and drink data template picture
The information such as title, operation address, legal representative, credit number, business scope, the term of validity record each as Data Identification
Co-ordinate position information of a Data Identification in enterprise's food and drink data template picture.
S2, mobile terminal run certain food and drink platform app, screenshotss button are clicked, to the business qualification interface of food and drink platform app
Screenshotss operation is carried out, and preserves screenshot picture.Of course, can also simulate mobile terminal at the ends PC runs food and drink platform app.
S3, screenshot picture and enterprise's food and drink data template picture are subjected to information comparison, judging whether can be in screenshot picture
In respective coordinates position recognize each corresponding Data Identification.
If it is not, then meaning that layout updates have been carried out in the interface of food and drink platform app, more new spectra food and drink number is needed
According to template picture, it is then back to and executes step S3;
Wherein, the concrete operations of more new spectra food and drink data template picture are:Current according to the interfaces food and drink platform app
Layout remakes enterprise's food and drink data template picture corresponding with the layout, repositions each Data Identification in enterprise
Coordinate position in food and drink data template picture, and click and upload in crawl terminal.
If so, it is subsequent to each Data Identification it is text filed be detected and extract, obtain it is each it is text filed in
Text data.
Wherein, described that text filed where each Data Identification is detected and is extracted, it obtains each text filed
Interior text data includes:By radon transform methods or hough transform methods to the subsequent text area of each Data Identification
Domain is detected;The textual image of uniline is partitioned into text filed by projection histogram, uses optical character identification skill
Art identifies the character in each textual image, captures text data, after the completion of crawl, then can pop up prompting frame, prompt crawl at
Work(.
As shown in figure 3, the text data that food and drink platform app is grabbed is respectively " Yum! Brands Inc. (Guangdong) limited public affairs
The invincible dining rooms express delivery company Hua Qiangdong in department Shenzhen ", " in Enterprises of Futian District swallow South Road and Zhenhua road intersection safe swallow south name front yard Building A
One layer segment ", " Li Yihui ", " JY24403000012252 ", " ", " 2022-03-19 ".After data grabber success, according to enterprise
The correspondence of each Data Identification and structured data fields in food and drink data grabber template picture, by the data of food and beverage enterprise
It is matched one by one, food and beverage enterprise's data after structuring is saved in server terminal.User can be in the terminal food and drink enterprise
In the industry data query page, food and beverage enterprise's data after being preserved to structuring are inquired, and export excel.
It, can be to enclosed environment as app into line number in conclusion data grab method provided by the invention and terminal
According to crawl, breakthrough is achieved, no longer needs to manual record data;Using data template picture, number to be captured is accurately positioned
According to position, avoid being scanned entire picture, improve crawl efficiency and flexibility.
Example the above is only the implementation of the present invention is not intended to limit the scope of the invention, every to utilize this hair
Equivalents made by bright specification and accompanying drawing content are applied directly or indirectly in relevant technical field, include similarly
In the scope of patent protection of the present invention.
Claims (10)
1. a kind of data grab method, which is characterized in that include the following steps:
S1, data template picture is chosen, the data template picture includes coordinate bit of the Data Identification in data template picture
Confidence ceases;
S2, operation app carry out screenshotss operation to the interface of app, and preserve screenshot picture;
S3, screenshot picture and data template picture are subjected to information comparison, judging whether can be in the respective coordinates in screenshot picture
Position recognizes Data Identification, if it is not, then updating the data template picture, returns to step S3;If so, after to Data Identification
The text filed of face is detected and extracts, and obtains the text data in text filed.
2. data grab method as described in claim 1, which is characterized in that further include step S4 after the step S3:It is right
The text data of acquisition carries out structuring processing, and preserves.
3. data grab method as described in claim 1, which is characterized in that in the step S3, update the data Prototype drawing
The concrete operations of piece are:Data template picture corresponding with the layout is remake according to the current layout in the interfaces app.
4. data grab method as described in claim 1, which is characterized in that the number of the Data Identification is multiple and more
Multiple data fields of a Data Identification and structural data in database correspond.
5. data grab method as described in claim 1, which is characterized in that described to Data Identification institute in the step S3
It is text filed be detected and extract, obtain it is text filed in text data include:
It text filed is detected by the way that radon transform methods or hough transform methods are subsequent to Data Identification;Pass through throwing
Shadow histogram is partitioned into the textual image of uniline in text filed, is identified in textual image using optical character recognition technology
Character extracts text data.
6. a kind of data grabber terminal, including memory, processor and it is stored on the memory and can be in the processing
The computer program run on device, which is characterized in that the processor realizes following steps when executing the computer program:
S1, data template picture is chosen, the data template picture includes coordinate bit of the Data Identification in data template picture
Confidence ceases;
S2, operation app carry out screenshotss operation to the interface of app, and preserve screenshot picture;
S3, screenshot picture and data template picture are subjected to information comparison, judging whether can be in the respective coordinates in screenshot picture
Position recognizes Data Identification, if it is not, then updating the data template picture, returns to step S3;If so, after to Data Identification
The text filed of face is detected and extracts, and obtains the text data in text filed.
7. data grabber terminal as claimed in claim 6, which is characterized in that further include step S4 after the step S3:It is right
The text data of acquisition carries out structuring processing, and preserves.
8. data grabber terminal as claimed in claim 6, which is characterized in that in the step S3, update the data Prototype drawing
The concrete operations of piece are:Data template picture corresponding with the layout is remake according to the current layout in the interfaces app.
9. data grabber terminal as claimed in claim 6, which is characterized in that the number of the Data Identification is multiple and more
Multiple data fields of a Data Identification and structural data in database correspond.
10. data grabber terminal as claimed in claim 6, which is characterized in that described to Data Identification in the step S3
The text filed of place is detected and extracts, and the text data obtained in text filed includes:
It text filed is detected by the way that radon transform methods or hough transform methods are subsequent to Data Identification;Pass through throwing
Shadow histogram is partitioned into the textual image of uniline in text filed, is identified in textual image using optical character recognition technology
Character extracts text data.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810468681.2A CN108710880A (en) | 2018-05-16 | 2018-05-16 | A kind of data grab method and terminal |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810468681.2A CN108710880A (en) | 2018-05-16 | 2018-05-16 | A kind of data grab method and terminal |
Publications (1)
Publication Number | Publication Date |
---|---|
CN108710880A true CN108710880A (en) | 2018-10-26 |
Family
ID=63868042
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201810468681.2A Pending CN108710880A (en) | 2018-05-16 | 2018-05-16 | A kind of data grab method and terminal |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN108710880A (en) |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109815100A (en) * | 2019-01-04 | 2019-05-28 | 深圳市象形字科技股份有限公司 | A kind of behavior monitoring method analyzed using image comparison to precious software of calling out the numbers |
CN111274458A (en) * | 2020-01-17 | 2020-06-12 | 中国工商银行股份有限公司 | Multi-language checking method and system for application software |
CN116781771A (en) * | 2023-08-21 | 2023-09-19 | 南京粒聚智能科技有限公司 | Automatic screen capturing picture analysis method of station machine by using OCR technology |
Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105095207A (en) * | 2014-04-18 | 2015-11-25 | 阿里巴巴集团控股有限公司 | Methods for retrieving and obtaining contents of application software, and devices for retrieving and obtaining contents of application software |
CN105260733A (en) * | 2015-09-11 | 2016-01-20 | 北京百度网讯科技有限公司 | Method and device for processing image information |
JP2016019171A (en) * | 2014-07-09 | 2016-02-01 | 株式会社ビデオリサーチ | Content contact situation detector and detection system and method and program, terminal |
CN105654072A (en) * | 2016-03-24 | 2016-06-08 | 哈尔滨工业大学 | Automatic character extraction and recognition system and method for low-resolution medical bill image |
CN106293365A (en) * | 2015-05-20 | 2017-01-04 | 广州爱九游信息技术有限公司 | A kind of method and device obtaining content of pages |
CN106650718A (en) * | 2016-12-21 | 2017-05-10 | 远光软件股份有限公司 | Certificate image identification method and apparatus |
CN107688772A (en) * | 2017-06-23 | 2018-02-13 | 平安科技(深圳)有限公司 | Method, apparatus, computer equipment and the storage medium of policy information typing |
-
2018
- 2018-05-16 CN CN201810468681.2A patent/CN108710880A/en active Pending
Patent Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105095207A (en) * | 2014-04-18 | 2015-11-25 | 阿里巴巴集团控股有限公司 | Methods for retrieving and obtaining contents of application software, and devices for retrieving and obtaining contents of application software |
JP2016019171A (en) * | 2014-07-09 | 2016-02-01 | 株式会社ビデオリサーチ | Content contact situation detector and detection system and method and program, terminal |
CN106293365A (en) * | 2015-05-20 | 2017-01-04 | 广州爱九游信息技术有限公司 | A kind of method and device obtaining content of pages |
CN105260733A (en) * | 2015-09-11 | 2016-01-20 | 北京百度网讯科技有限公司 | Method and device for processing image information |
CN105654072A (en) * | 2016-03-24 | 2016-06-08 | 哈尔滨工业大学 | Automatic character extraction and recognition system and method for low-resolution medical bill image |
CN106650718A (en) * | 2016-12-21 | 2017-05-10 | 远光软件股份有限公司 | Certificate image identification method and apparatus |
CN107688772A (en) * | 2017-06-23 | 2018-02-13 | 平安科技(深圳)有限公司 | Method, apparatus, computer equipment and the storage medium of policy information typing |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109815100A (en) * | 2019-01-04 | 2019-05-28 | 深圳市象形字科技股份有限公司 | A kind of behavior monitoring method analyzed using image comparison to precious software of calling out the numbers |
CN111274458A (en) * | 2020-01-17 | 2020-06-12 | 中国工商银行股份有限公司 | Multi-language checking method and system for application software |
CN111274458B (en) * | 2020-01-17 | 2023-12-01 | 中国工商银行股份有限公司 | Multi-language checking method and system for application software |
CN116781771A (en) * | 2023-08-21 | 2023-09-19 | 南京粒聚智能科技有限公司 | Automatic screen capturing picture analysis method of station machine by using OCR technology |
CN116781771B (en) * | 2023-08-21 | 2023-11-17 | 南京粒聚智能科技有限公司 | Automatic screen capturing picture analysis method of station machine by using OCR technology |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN107808118A (en) | Personal identification method, electronic installation and computer-readable recording medium | |
US9342735B2 (en) | Facial recognition lost pet identifying system | |
CN108710880A (en) | A kind of data grab method and terminal | |
CN109034069B (en) | Method and apparatus for generating information | |
WO2021082484A1 (en) | Awr report automatic acquisition method and apparatus, electronic device, and storage medium | |
CN111400426B (en) | Robot position deployment method, device, equipment and medium | |
WO2016101717A1 (en) | Touch interaction-based search method and device | |
WO2018090641A1 (en) | Method, apparatus and device for identifying insurance policy number, and computer-readable storage medium | |
CN109815765A (en) | A kind of method and device for extracting the business license information containing two dimensional code | |
CN108228421A (en) | data monitoring method, device, computer and storage medium | |
WO2020061700A1 (en) | Robust user interface related robotic process automation | |
CN113177133B (en) | Image retrieval method, device, equipment and storage medium | |
CN114817968B (en) | Method, device and equipment for tracing path of featureless data and storage medium | |
CN107784034A (en) | The recognition methods of page classification and device, the device for the identification of page classification | |
CN109947635A (en) | A kind of data reporting method, device, storage medium and terminal device | |
CN115758451A (en) | Data labeling method, device, equipment and storage medium based on artificial intelligence | |
CN109359582A (en) | Information search method, information search device and mobile terminal | |
CN112346976A (en) | Interface document generation method, device and system based on webpage and computer equipment | |
CN109902687A (en) | A kind of image-recognizing method and user terminal | |
CN111047147A (en) | Automatic acquisition method for business process and intelligent terminal | |
CN113609028A (en) | Page testing method, computing device and readable storage medium | |
CN116681045A (en) | Report generation method, report generation device, computer equipment and storage medium | |
US20130273969A1 (en) | Mobile app that generates a dog sound to capture data for a lost pet identifying system | |
CN110209242B (en) | Button function binding method, button function calling method, button function binding device, button function calling device and projection control equipment | |
CN115366553A (en) | File sealing method and device, seal control machine, medium and product |
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 | ||
RJ01 | Rejection of invention patent application after publication |
Application publication date: 20181026 |