CN114003747A

CN114003747A - Data display method and device, electronic equipment and storage medium

Info

Publication number: CN114003747A
Application number: CN202111266520.3A
Authority: CN
Inventors: 安彩燕; 奚磊; 李宏铭
Original assignee: Beijing Sensetime Technology Development Co Ltd
Current assignee: Beijing Sensetime Technology Development Co Ltd
Priority date: 2021-10-28
Filing date: 2021-10-28
Publication date: 2022-02-01

Abstract

The invention relates to a data display method, a device, an electronic device and a storage medium, wherein the data display method comprises the following steps: acquiring a first data report, wherein the first data report comprises data processing results of a plurality of algorithms; under the condition that first data in a data processing result of a first algorithm in a first data report is displayed, displaying a link identifier of at least one second data which has an association relation with the first data, wherein the first data and the second data are obtained by processing the same source data by different algorithms; and in the case that the link identification of the second data is triggered, simultaneously displaying the first data and the second data.

Description

Data display method and device, electronic equipment and storage medium

Technical Field

The present invention relates to the technical field of algorithm management, and in particular, to a data display method and apparatus, an electronic device, and a storage medium.

Background

With the development of artificial intelligence technology, various image processing algorithms are more and more, and the image processing effect is better and better. The quality of each algorithm is often characterized by the quality of the processing result of the algorithm on the image, so that the algorithms can be evaluated by looking at the processing result of each algorithm. In the related art, an effective comparison mode for data processing results of each algorithm is lacked, so that the efficiency and the accuracy of evaluating each algorithm are low.

Disclosure of Invention

The invention provides a data display method and device, electronic equipment and a storage medium, which aim to solve the defects in the related art.

According to a first aspect of embodiments of the present invention, there is provided a data display method, including:

acquiring a first data report, wherein the first data report comprises data processing results of a plurality of algorithms;

under the condition that first data in a data processing result of a first algorithm in a first data report is displayed, displaying a link identifier of at least one second data which has an association relation with the first data, wherein the first data and the second data are obtained by processing the same source data by different algorithms;

and in the case that the link identification of the second data is triggered, simultaneously displaying the first data and the second data.

According to the embodiment, the data in the first data report can be displayed by acquiring the first data report including the data processing results of the plurality of algorithms, and the link identifier of at least one second data having an association relationship with the first data can be displayed when the first data in the data processing results of the first algorithm in the first data report is displayed, and finally the first data and the second data are simultaneously displayed when the link identifier of the second data is triggered. Because the first data and the second data are obtained by processing the same source data by different algorithms, the processing effect of the different algorithms on the same data source can be conveniently compared by simultaneously displaying the first data and the second data, and the evaluation efficiency and the evaluation accuracy of the different algorithms can be conveniently improved.

In connection with any embodiment provided by the present disclosure, further comprising:

and acquiring a parameter adjusting instruction in real time, performing parameter adjustment on each displayed data according to the parameter adjusting instruction, and displaying a parameter adjusting result of each data.

By adjusting the parameters of the data, the data can be displayed more comprehensively, the properties of all aspects can be displayed in a targeted manner, and the quality of the data can be determined conveniently from multiple aspects; and parameter adjustments are made in real time and simultaneously for each data displayed, thus facilitating comparison of the quality of the respective data.

In combination with any one of the embodiments provided by the present disclosure, the data is image data, and the performing parameter adjustment on each displayed data according to the parameter adjustment instruction includes:

determining a parameter adjusting sub-instruction of each pixel of the image data according to the parameter adjusting instruction;

and performing parameter adjustment on the pixels according to the parameter adjustment sub-instruction of each pixel.

The parameter adjustment instruction is for the entire image, while the parameter adjustment sub-instruction is for a certain pixel. That is, the present embodiment adjusts the parameters of the entire image by adjusting the parameters of each pixel, so that each position of the image obtains an accurate parameter adjustment result, and the display precision of the image is improved.

In combination with any embodiment provided by the present disclosure, the determining a parameter adjustment sub-instruction for each pixel of the data according to the parameter adjustment instruction includes:

determining a parameter adjusting sub-instruction of each pixel of the data according to the parameter adjusting instruction under the condition that the parameter for the parameter adjusting instruction is the absolute parameter of the pixel;

and under the condition that the parameters aimed at by the parameter adjusting instruction are different relative parameters among the pixels, determining a parameter adjusting sub-instruction of the pixel according to the parameter adjusting instruction and the position of the pixel in the data.

The parameter adjusting instructions are distinguished through the parameters to which the parameter adjusting instructions aim at, so that the parameter adjusting sub-instructions of each pixel can be determined more accurately, each position of image data can be adjusted by the aimed parameters, and the parameter adjustment of the whole image is efficient and accurate.

In combination with any embodiment provided by the present disclosure, in a case that a parameter for which the parameter adjustment instruction is directed is a contrast of image data, determining a parameter adjustment sub-instruction of the pixel according to the parameter adjustment instruction and a position of the pixel within the data includes:

determining a bright area and a dark area of the image data according to pixel values of each pixel of the image data;

under the condition that the pixel is in the bright area, determining a pixel value increasing value of the pixel according to a contrast value in the parameter adjusting instruction, and determining a parameter adjusting sub-instruction containing the pixel value increasing value;

and under the condition that the pixel is in the dark area, determining a pixel value reduction value of the pixel according to the contrast value in the parameter adjusting instruction, and determining a parameter adjusting sub-instruction containing the pixel value reduction value.

Through carrying out bright regional and dark regional division to the image to can distinguish the pixel when the contrast is adjusted, thereby make different positions be in bright regional and dark regional pixel promptly and adjust the pixel value to different directions, thereby make the contrast adjust comparatively accurate, and the effect is obvious.

In combination with any one of the embodiments provided by the present disclosure, in a case where the first data and the second data are images, after the simultaneously displaying the first data and the second data, the method further includes:

acquiring a local selection instruction for the first data, and displaying a local area of the first data according to the local selection instruction; and/or the presence of a gas in the gas,

acquiring a local selection instruction for the second data, and displaying a local area of the second data according to the local selection instruction; and/or the presence of a gas in the gas,

acquiring a local selection instruction aiming at the first data or the second data, and displaying a local area of the first data and a local area of the second data according to the local selection instruction.

The local key position of the image can be viewed in a key manner through local display, so that the image quality and the like can be viewed more accurately.

and determining the evaluation results of the first algorithm and the second algorithm according to the first data and the second data, wherein the second data belongs to the data processing results of the second algorithm.

The quality of the first data and the quality of the second data are automatically identified, and the algorithm is automatically evaluated based on the identification result, so that the evaluation efficiency of the algorithm is improved, and the accuracy of the evaluation result is improved according to the preset standard requirement for automatic evaluation.

acquiring a first selection instruction aiming at least two algorithms in an algorithm interface, and determining the algorithm selected by the first selection instruction as an algorithm to be evaluated;

acquiring a data processing result of the algorithm to be evaluated from prestored data processing results of various algorithms;

and generating a first data report comprising data processing results of at least two algorithms to be evaluated, wherein different data obtained by processing the same source data by different algorithms in the first data report have a link relation.

And generating a first data report comprising the algorithms to be evaluated through selection of the algorithms to be evaluated, so that data processing results of the algorithms to be evaluated are displayed and viewed conveniently, and evaluation of the algorithms to be evaluated is facilitated. And different algorithms have a link relation with different data obtained after processing the same source data, so that when some data (such as first data) is checked, other data which are the same as the data are called and checked at the same time, and the data which are the same as the data are different data obtained by processing the same source data by different algorithms.

acquiring a second selection instruction aiming at target source data in a plurality of source data in an algorithm interface, and determining a plurality of algorithms corresponding to the target source data as candidate algorithms;

acquiring a third selection instruction aiming at least two candidate algorithms, and determining the candidate algorithm selected by the third selection instruction as an algorithm to be evaluated;

The range of candidate algorithms is limited by the selection of source data, i.e. only the target algorithm can be selected from the algorithms corresponding to the same source data. If the source data processed by different target algorithms are the same, the standards are more uniform when the data processing results of the target algorithms are compared, and the obtained comparison result is more accurate. In addition, the source data processed by the algorithms in the same project are often the same, so that the comparison of the algorithms in the same project is facilitated by the way of screening candidate algorithms through the source data in the embodiment.

after generating the first data report, adding an identification of the first data report within a reporting interface;

generating a first data report home page according to data processing results of a plurality of algorithms to be evaluated in the first data report, wherein the first data report home page comprises an identifier of each algorithm to be evaluated;

and generating a data display interface of each to-be-evaluated algorithm according to the data processing result of each to-be-evaluated algorithm, wherein the data display interface comprises the identification of each data in the data processing result.

Through simple and clear interface design at all levels, the operation of a user can be facilitated, the user can efficiently check each data, and the data checking efficiency is improved.

In combination with any one of the embodiments provided in this disclosure, the obtaining a first data report includes:

acquiring a fourth selection instruction for a first data report in the report interface, and displaying a home page of the first data report according to the fourth selection instruction;

after the obtaining the first data report, further comprising:

acquiring a fifth selection instruction of the first algorithm in the first page of the first data report, and displaying a data display interface of the first algorithm according to the fifth selection instruction;

and acquiring a sixth selection instruction for the first data in the data display interface of the first algorithm, and displaying the first data according to the sixth selection instruction.

The display of the first data is triggered by acquiring the first data report and by a step-by-step operation on the first data report. Through simple and clear interface design at all levels, the operation of a user can be facilitated, the user can efficiently check each data, and the data checking efficiency is improved.

In connection with any embodiment provided by the present disclosure, where the data is an image, the identification of the data includes a thumbnail of the image.

By setting the image identifier in the form of the thumbnail, the identifier of the image data can be conveniently checked, and the image content can be roughly acquired, so that the displayed image data can be conveniently selected, and the efficiency and accuracy of data selection are improved.

acquiring an uploading instruction aiming at a data processing result of at least one algorithm, storing the data processing result according to the uploading instruction, and adding an identifier of each algorithm in the algorithm interface;

and acquiring a source data marking instruction of data in the data processing result aiming at each algorithm, and adding a source data identifier for each data according to the marking instruction.

By uploading and storing the data processing result of the algorithm, a data report comprising the data processing result can be conveniently generated when the algorithm is evaluated subsequently, and by identifying the source data of the data in the data processing result, the algorithm is conveniently screened, and the link relation is conveniently established among the homologous data.

According to a second aspect of embodiments of the present invention, there is provided a data display device including:

the system comprises an acquisition module, a processing module and a processing module, wherein the acquisition module is used for acquiring a first data report, and the first data report comprises data processing results of various algorithms;

the link module is used for displaying a link identifier of at least one second data which has an association relation with a first data under the condition of displaying the first data in a data processing result of the first algorithm in a first data report, wherein the first data and the second data are obtained by processing the same source data by different algorithms;

and the first display module is used for simultaneously displaying the first data and the second data under the condition that the link identification of the second data is triggered.

In combination with any one of the embodiments provided by the present disclosure, further comprising a parameter adjustment module configured to:

In combination with any embodiment provided by the present disclosure, the data is image data, and the parameter adjusting module is specifically configured to, when performing parameter adjustment on each displayed data according to the parameter adjusting instruction:

In combination with any embodiment provided by the present disclosure, when the parameter adjustment module is configured to determine the parameter adjustment sub-instruction of each pixel of the data according to the parameter adjustment instruction, the parameter adjustment module is specifically configured to:

In combination with any embodiment provided by the present disclosure, in a case that a parameter for which the parameter adjustment instruction is directed is a contrast of image data, when the parameter adjustment instruction is used to determine a parameter adjustment sub-instruction of the pixel according to the parameter adjustment instruction and a position of the pixel in the data, the parameter adjustment instruction is specifically configured to:

In combination with any embodiment provided by the present disclosure, in a case where the first data and the second data are images, the apparatus further includes a local display instruction configured to:

after the first data and the second data are displayed simultaneously, acquiring a local selection instruction aiming at the first data, and displaying a local area of the first data according to the local selection instruction; and/or the presence of a gas in the gas,

In combination with any of the embodiments provided by the present disclosure, further comprising an evaluation module for:

In connection with any embodiment provided by the present disclosure, the system further includes a first report generating module configured to:

In combination with any one of the embodiments provided by the present disclosure, further comprising a second report generating module configured to:

In conjunction with any embodiment provided by the present disclosure, the system further includes an interface management module configured to:

In combination with any one of the embodiments provided by the present disclosure, the obtaining module is specifically configured to:

further comprising a second display module for:

after the first data report is obtained, obtaining a fifth selection instruction of the first algorithm in the first page of the first data report, and displaying a data display interface of the first algorithm according to the fifth selection instruction;

In combination with any one of the embodiments provided by the present disclosure, further comprising an upload module configured to:

According to a third aspect of embodiments of the present invention, there is provided an electronic device, the device comprising a memory for storing computer instructions executable on a processor, the processor being configured to implement the method of the first aspect when executing the computer instructions.

The method comprises the steps of obtaining a first data report comprising data processing results of a plurality of algorithms, displaying data in the first data report, displaying a link identifier of at least one second data which is in an association relation with the first data under the condition that the first data in the data processing results of the first algorithm in the first data report is displayed, and finally displaying the first data and the second data simultaneously under the condition that the link identifier of the second data is triggered. Because the first data and the second data are obtained by processing the same source data by different algorithms, the processing effect of the different algorithms on the same data source can be conveniently compared by simultaneously displaying the first data and the second data, and the evaluation efficiency and the evaluation accuracy of the different algorithms can be conveniently improved.

According to a fourth aspect of embodiments of the present invention, there is provided a computer-readable storage medium having stored thereon a computer program which, when executed by a processor, implements the method of the first aspect.

It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the invention, as claimed.

Drawings

The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the invention and together with the description, serve to explain the principles of the invention.

FIG. 1 is a flow chart illustrating a data display method according to an embodiment of the present invention;

FIG. 2 is a flow chart illustrating one manner of generating a first data report in accordance with an embodiment of the present invention;

FIG. 3 is a schematic diagram of an algorithmic interface shown in an embodiment of the present invention;

FIG. 4 is a schematic diagram of a data upload interface according to an embodiment of the present invention;

FIG. 5 is a schematic diagram of a source data management interface shown in an embodiment of the present invention;

FIG. 6 is a flow chart illustrating another manner of generating a first data report according to an embodiment of the present invention;

FIG. 7 is a schematic diagram of a reporting interface shown in an embodiment of the present invention;

FIG. 8 is a schematic diagram of a data display interface shown in an embodiment of the present invention;

fig. 9 is a schematic structural view of a data display device according to an embodiment of the present invention;

fig. 10 is a schematic structural diagram of an electronic device according to an embodiment of the present invention.

Detailed Description

Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, like numbers in different drawings represent the same or similar elements unless otherwise indicated. The embodiments described in the following exemplary embodiments do not represent all embodiments consistent with the present invention. Rather, they are merely examples of apparatus and methods consistent with certain aspects of the invention, as detailed in the appended claims.

The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the invention. As used in this specification and the appended claims, the singular forms "a", "an", and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise. It should also be understood that the term "and/or" as used herein refers to and encompasses any and all possible combinations of one or more of the associated listed items.

It is to be understood that although the terms first, second, third, etc. may be used herein to describe various information, these information should not be limited to these terms. These terms are only used to distinguish one type of information from another. For example, first information may also be referred to as second information, and similarly, second information may also be referred to as first information, without departing from the scope of the present invention. The word "if" as used herein may be interpreted as "at … …" or "when … …" or "in response to a determination", depending on the context.

In view of this, in a first aspect, at least one embodiment of the present invention provides a data display method, please refer to fig. 1, which shows a flow of the method, including steps S101 to S103.

The data display method can be applied to an algorithm management platform, an algorithm management program and the like. The algorithm management platform and the algorithm management program can be used for evaluating different algorithms, so that the algorithms, the source data processed by the algorithms, the algorithm processing results and the like can be stored, and the stored contents are managed so as to be viewed by a user when the user needs the algorithms. It is understood that the above application scenario example is only an example of the application scenario of the method, and is not a limitation on the application scenario of the present application.

In addition, the method may be performed by an electronic device such as a terminal device or a server, where the terminal device may be a User Equipment (UE), a mobile device, a User terminal, a cellular phone, a cordless phone, a Personal Digital Assistant (PDA) handheld device, a computing device, a vehicle-mounted device, a wearable device, or the like, and the method may be implemented by a processor calling computer readable instructions stored in a memory. Alternatively, the method may be performed by a server, which may be a local server, a cloud server, or the like.

In step S101, a first data report is obtained, wherein the first data report includes data processing results of a plurality of algorithms.

The plurality of algorithms to which the data processing result in the first data report belongs may be all algorithms stored in the algorithm management platform or the algorithm management program, or a part of algorithms in all algorithms stored in the algorithm management platform or the algorithm management program. If the method provided by the embodiment is used for algorithm evaluation, the multiple algorithms to which the data processing results in the first data report belong are algorithms to be evaluated.

The data processing result and the source data aimed by the algorithm are the same data, such as images, videos and the like.

Each data in the data processing results within the first data report may be viewed by opening the first data report.

In step S102, when first data in a data processing result of a first algorithm in a first data report is displayed, a link identifier of at least one second data having an association relationship with the first data is displayed, where the first data and the second data are obtained by processing the same source data with different algorithms.

Wherein the first algorithm is one of a plurality of algorithms to which the data processing result in the first data report belongs. The first data is one of a plurality of data in a data processing result of the first algorithm. The same source data is processed by different algorithms to obtain different data, for example, the same source data is processed by algorithms such as a first algorithm and a second algorithm to obtain data such as first data obtained by processing with the first algorithm and second data obtained by processing with the second algorithm. In the first data report, there is a link relationship between data processed by the same source data, such as the first data and the second data.

When each of the plurality of data with the link relationship is displayed, the link identifier of the other data with the link relationship is synchronously displayed, and the link identifier is used for calling the other data with the link relationship, for example, the link identifier may be a number of the data or an algorithm to which the data belongs. For example, if there is a link relationship between the first data and the second data, when the first data is displayed, the link identifier of the second data is synchronously displayed, where the link identifier is a serial number of the second data, an identifier of the second algorithm, and the like, and the link identifier is used to invoke the second data.

The link identification of the second data may be displayed on the first data or in an area outside the first data. For example, when the first data is an image, the link identifier of the second data may be displayed in the image, or displayed above, below, or the like. In addition, a prompt message, for example, a text prompt message such as "the homologous data of the data can be opened by clicking the link identifier" may be displayed.

In step S103, in the case that the link identifier of the second data is triggered, the first data and the second data are displayed simultaneously.

The link identifier can be triggered by the user operating the link identifier. For example, when the method is operated on a computer, the link identifier can be clicked by controlling a cursor through a mouse, and for example, when the method is operated on a mobile terminal such as a smart phone, the link identifier can be clicked by touching a touch screen.

When the link identification of the second data is triggered, the first data and the second data are synchronously displayed. When the first data has a plurality of second data which have an association relation with the first data, a plurality of link identifiers of the second data exist, and the link identifier of a certain second data is triggered, the second data is displayed.

The first data is displayed simultaneously with the at least one second data and may be tiled on the display screen. For example, the display screen may be equally partitioned according to the number of data, and then one data may be displayed in each partition. When displaying data, parameters of different data may be the same, and when displaying data as an image, for example, the size, brightness, contrast, and the like of the image may be the same.

In one example, when the first data and the second data are displayed simultaneously, the user can determine the quality of different data through comparison, and further determine the quality of the algorithm to which the data belongs. The user may be prompted to quality rank the displayed data, and further evaluate each algorithm by quality rank.

In another example, when first data and second data are simultaneously displayed, evaluation results of the first algorithm and the second algorithm may be determined based on the first data and the second data, wherein the second data belongs to a data processing result of the second algorithm. For example, when the first data and the second data are images, the definitions of the first data and the second data may be obtained respectively, the definitions of different data are ranked, and the evaluation results of the first algorithm and the second algorithm are determined according to the ranking results, that is, the rank of the first algorithm and the second algorithm in terms of image definition is determined. The quality of the first data and the quality of the second data are automatically identified, and the algorithm is automatically evaluated based on the identification result, so that the evaluation efficiency of the algorithm is improved, and the accuracy of the evaluation result is improved according to the preset standard requirement for automatic evaluation.

In some embodiments of the present disclosure, a parameter adjustment instruction may be further obtained in real time, and each displayed data is subjected to parameter adjustment according to the parameter adjustment instruction, and a parameter adjustment result of each data is displayed. By adjusting the parameters of the data, the data can be displayed more comprehensively, the properties of all aspects can be displayed in a targeted manner, and the quality of the data can be determined conveniently from multiple aspects; and parameter adjustments are made in real time and simultaneously for each data displayed, thus facilitating comparison of the quality of the respective data.

The interface displaying the first data and the second data may have a parameter adjustment key therein, and the parameter adjustment instruction may be generated by a user operating the parameter adjustment key, for example, the user slides a positioning point on a parameter scale of the parameter adjustment key. And if the user operates a certain parameter adjusting key, generating a parameter adjusting instruction aiming at the parameter, wherein the content of the parameter adjusting instruction is a result corresponding to the operation.

And under the condition that the first data and the second data are displayed, synchronously adjusting the parameters of the first data and the second data according to the parameter adjusting instruction.

In the case where the data is image data, the parameter adjustment instruction may include at least one of: a contrast adjustment instruction, a brightness adjustment instruction, and a zoom ratio adjustment instruction. By adjusting the contrast, brightness and zoom ratio of the image, the details of the image can be checked more clearly, the quality of the image can be determined more accurately, and the accuracy of algorithm evaluation is further improved.

When the data is image data, the parameter adjustment sub-instruction of each pixel of the image data may be determined according to the parameter adjustment instruction, and then the parameter adjustment of the pixel may be performed according to the parameter adjustment sub-instruction of each pixel.

Alternatively, when the parameter adjustment sub-instruction for each pixel of the image data is determined according to the parameter adjustment instruction, the following two cases may be divided. In the first case, in a case where the parameter for which the parameter adjustment instruction is directed is an absolute parameter of the pixel, the parameter adjustment sub-instruction for each pixel of the data is determined in accordance with the parameter adjustment instruction. For example, if the parameter adjustment instruction is a brightness adjustment instruction, the brightness adjustment value for each pixel may be determined based on the brightness adjustment value. In the second case, when the parameter for which the parameter adjustment instruction is directed is a relative parameter between different pixels, the parameter adjustment sub-instruction for the pixel is determined according to the parameter adjustment instruction and the position of the pixel in the data. For example, if the parameter for which the parameter adjustment instruction is directed is the contrast of image data, a bright area and a dark area of the image data may be determined from the pixel value of each pixel of the image data, if the pixel is in the bright area, a pixel value increase value of the pixel may be determined from the contrast value in the parameter adjustment instruction, and a parameter adjustment sub-instruction including the pixel value increase value may be determined, and if the pixel is in the dark area, a pixel value decrease value of the pixel may be determined from the contrast value in the parameter adjustment instruction, and a parameter adjustment sub-instruction including the pixel value decrease value may be determined. Through carrying out bright regional and dark regional division to the image to can distinguish the pixel when the contrast is adjusted, thereby make different positions be in bright regional and dark regional pixel promptly and adjust the pixel value to different directions, thereby make the contrast adjust comparatively accurate, and the effect is obvious.

Wherein the parameter adjustment instruction is for the whole image and the parameter adjustment sub-instruction is for a certain pixel. That is, the present embodiment adjusts the parameters of the entire image by adjusting the parameters of each pixel, so that each position of the image obtains an accurate parameter adjustment result, and the display precision of the image is improved.

In some embodiments of the present disclosure, in a case that the first data and the second data are images, after the simultaneous display of the first data and the second data, the images may be further displayed locally in at least one of the following manners:

in a first mode, a local selection instruction for the first data is acquired, and a local area of the first data is displayed according to the local selection instruction; in a second mode, a local selection instruction for the second data is acquired, and a local area of the second data is displayed according to the local selection instruction; in a third mode, a local selection instruction for the first data or the second data may be acquired, and a local area of the first data and a local area of the second data may be displayed according to the local selection instruction.

The local selection instruction may be generated by a user's operation on the image. For example, when the method is operated on a computer, a cursor can be controlled by a mouse to frame a local area on an image to form a local selection instruction; for another example, when the method is operated in a mobile terminal such as a smart phone, a local selection instruction may be formed by framing a local area on an image through touch on a touch screen.

The first mode and the second mode are that after a local selection instruction is input for certain data, a local area selected by the local selection instruction in the data is displayed; in the third method, after a local selection instruction is input for a certain data, a local area selected by the local selection instruction in the data is displayed, and a local area at a corresponding position of another data is displayed at the same time. The local key position of the image can be viewed in a key manner through local display, so that the image quality and the like can be viewed more accurately.

In some embodiments of the present disclosure, the first data report may be generated as shown in fig. 2, including step S201 to step S203.

In step S201, a first selection instruction for at least two algorithms in the algorithm interface is obtained, and the algorithm selected by the first selection instruction is determined as the algorithm to be evaluated.

The algorithm management platform may have an initial interface, and identifiers of the algorithm interface and interfaces of other items (e.g., source data, data reports, etc.) are included in the interface, and when a user operates a certain identifier, the interface is switched to the interface corresponding to the identifier, for example, when the user operates the identifier of the algorithm interface, the algorithm interface is displayed. The interface of the algorithm management platform can be further divided into a dynamic part and a static part, the static part is provided with identifiers of an algorithm interface and interfaces of other items (such as source data, data reports and the like), when a user operates a certain identifier, the identifier is in a selected state, the dynamic part switches to the interface corresponding to the identifier according to switching, for example, as shown in fig. 3, when the user operates the identifier of the algorithm interface, the identifier of the algorithm interface is in the selected state, and the dynamic part switches to the algorithm interface; the dynamic part may display a default interface, i.e. the interface of a certain item, at initialization.

The algorithm interface may include an identification of a plurality of algorithms and may also have a data report generation button. The identification of the algorithm may be the name, version, update time, etc. of the algorithm. The algorithm summary interface may be in the form of a table, each row being an algorithm and each column being an item in the identification of the algorithm, such as the name, version, update time, etc. of the algorithm, respectively. The tabulated algorithm summarizing interface is clear, details of each algorithm can be displayed comprehensively, and users can check and judge the algorithms.

In one example, the user may select the identifiers of several algorithms in the algorithm interface (e.g., click after the selection arrow is controlled by a mouse to reach a certain identifier, and then touch a certain identifier on the algorithm interface displayed on a touch screen, for example), and the user may further click the data report generation button, thereby generating a first selection instruction for the selected algorithms.

In another example, the user may click a data report generation button to display a data report creation interface having an algorithm selection window, the user may browse the identifiers of the algorithms through operation of the window, may select the identifiers of the plurality of algorithms, and after the user completes selection and determination of the target algorithm through the algorithm selection window, generate a first selection instruction for the selected plurality of algorithms.

In the step, the user can select different algorithms according to the requirements, so that the method is simple and convenient, and is beneficial to the user to check and compare the data processing results of the different algorithms, thereby facilitating the evaluation of the user on the different algorithms.

In step S202, the data processing result of the algorithm to be evaluated is obtained from the pre-stored data processing results of the plurality of algorithms.

The data processing results of each algorithm in the algorithm interface can be stored in the algorithm management platform or the algorithm management program in advance, so that an uploading instruction for the data processing results of at least one algorithm can be obtained, the data processing results are stored according to the uploading instruction, and the identification of each algorithm is added in the algorithm interface; in addition, a source data marking instruction of data in the data processing result for each algorithm can be obtained, and a source data identifier can be added to each data according to the marking instruction. For example, the user may operate an upload data identifier of a certain interface (e.g., an initial interface, an algorithm interface shown in fig. 3, etc.), and then display a data upload interface shown in fig. 4, where the interface may have an algorithm identifier (algorithm name, version, etc.) selection window or input box, and also has a data selection button, and after selecting the algorithm identifier in the selection window or inputting the algorithm identifier in the input box, the user may browse data in the terminal executing the method by operating the data selection button, and select a data processing result (e.g., data, a folder containing data, a compressed file, etc.) of the algorithm in the browsing process, so that the algorithm upload instruction may be generated by the operation for the algorithm identifier and the operation for the data processing result.

The data processing result of each algorithm may be one data or one data set. For example, if the algorithm is an image processing algorithm, the data processing result of the algorithm may be an image or a set of images.

In step S203, a first data report including data processing results of at least two algorithms to be evaluated is generated, where different data obtained by processing the same source data by different algorithms in the first data report have a link relationship.

In this embodiment, the first data report including the algorithms to be evaluated is generated by selecting the algorithms to be evaluated, so that the data processing results of the algorithms to be evaluated are conveniently displayed and viewed, and the algorithms to be evaluated are conveniently evaluated. And different algorithms have a link relation with different data obtained after processing the same source data, so that when some data (such as first data) is checked, other data which are the same as the data are called and checked at the same time, and the data which are the same as the data are different data obtained by processing the same source data by different algorithms.

In some embodiments of the present disclosure, as shown in fig. 3, the algorithm interface further includes source data identifiers corresponding to each algorithm, for example, when the algorithm summary interface is in a grid shape, each row is an algorithm, and each column is one of the identifiers of the algorithms, for example, the name, version, update time, and the like of the algorithm, respectively, and in addition, a column is a source data identifier corresponding to the algorithm.

The source data identifier is used for marking the source data processed by the algorithm, namely the algorithm processes the source data to obtain a data processing result of the algorithm. The source data may be one data or one data set, for example, when the algorithm is an image processing algorithm, the source data processed by the algorithm is an image or an image set. The data processing result corresponds to the source data, i.e., each data in the source data has a corresponding data in the data processing result.

In addition, the algorithm management platform or the algorithm management program may have a source data interface as shown in fig. 5, and the user may upload the source data processed by each algorithm and display information of the source data, such as a name, a category, and a corresponding algorithm of the source data, on the source data interface. Therefore, after a user checks the data processing result of a certain algorithm by using the algorithm management platform or the algorithm management program, the user further checks the corresponding source data through the source data interface, and the processing capacity of the algorithm is more accurately determined by comparing the source data with the data processing result.

It should be noted that the source data and the algorithms do not correspond to each other, that is, one source data may correspond to a plurality of algorithms, in other words, a plurality of algorithms may process one source data respectively to obtain a data processing result of each algorithm.

Based on the source data identification, a first data report may be generated as shown in fig. 6, including step S601 to step S604.

In step S601, a second selection instruction for target source data in the plurality of source data in the algorithm interface is obtained, and the plurality of algorithms corresponding to the target source data are determined as candidate algorithms.

The manner of triggering the display of the algorithm interface has been described and illustrated in more detail in the above embodiment, and will not be described again.

In an example, a user may select an identifier of a certain source data in the algorithm interface (for example, click after the user controls a selected arrow to reach the certain identifier by using a mouse, and then, for example, perform a touch operation on the certain identifier on an algorithm summary interface displayed on a touch screen), and then the selected source data is the target source data, and a second selection instruction for the target source data is generated; after the algorithms corresponding to the target source data are determined to be candidate algorithms, the algorithm interface may display only the candidate algorithms, or the algorithm interface may display all the algorithms, but the algorithms other than the candidate algorithms are in an unselected state (e.g., in light gray).

In step S602, a third selection instruction for at least two candidate algorithms is obtained, and the candidate algorithm selected by the third selection instruction is determined as the algorithm to be evaluated.

In step S603, the data processing result of the algorithm to be evaluated is obtained from the pre-stored data processing results of the plurality of algorithms.

In step S604, a first data report including data processing results of at least two algorithms to be evaluated is generated, where different data obtained by processing the same source data by different algorithms in the first data report have a link relationship.

The above steps S602 to S604 are the same as the steps S201 to S203 shown in the embodiment shown in fig. 2, and the details of the steps S201 to S203 have been described in detail in the previous embodiment, and are not repeated herein.

In this embodiment, the range of the candidate algorithms is limited by the selection of the source data, that is, only the target algorithm can be selected from the algorithms corresponding to the same source data. If the source data processed by different target algorithms are the same, the standards are more uniform when the data processing results of the target algorithms are compared, and the obtained comparison result is more accurate. In addition, the source data processed by the algorithms in the same project are often the same, so that the comparison of the algorithms in the same project is facilitated by the way of screening candidate algorithms through the source data in the embodiment.

In some embodiments of the present disclosure, the algorithm management platform or the algorithm management program has a report interface as shown in fig. 7, the report interface is used for displaying the identifiers of the generated data reports, the identifiers can be linked to the stored data reports, and the related operations of the reports, such as viewing, deleting, editing and the like, can be performed through the operation of the identifiers. For example, the report summary interface may be in the form of a table, each row being a data report, such as the first data report, and each column being an item in the identifier of the data report, such as the name of the data report, the corresponding algorithm, the corresponding source data, the corresponding data processing result, the edit button, the delete button, and the view button, respectively.

Thus, after the first data report is generated, the identity of the first data report may be added within the reporting interface. Moreover, a first page of a first data report can be generated according to data processing results of a plurality of algorithms to be evaluated in the first data report, wherein the first page of the first data report comprises an identifier of each algorithm to be evaluated; and generating a data display interface of each to-be-evaluated algorithm according to the data processing result of each to-be-evaluated algorithm, wherein the data display interface comprises the identification of each data in the data processing result.

Based on the structure of the report interface, the first data report can be obtained as follows: and acquiring a fourth selection instruction for a first data report in the report interface, and displaying a home page of the first data report according to the fourth selection instruction. For example, the fourth selection instruction may be generated by operation of a view button of the first data report within the report interface.

In addition, after a first data report is acquired, a fifth selection instruction for the first algorithm in the first page of the first data report can be acquired, and a data display interface of the first algorithm is displayed according to the fifth selection instruction; and acquiring a sixth selection instruction for the first data in the data display interface of the first algorithm, and displaying the first data according to the sixth selection instruction.

In one example, the data display interface of the data processing result of the first algorithm may be as shown in fig. 8, and includes a data display area, an algorithm identifier display area, a data identifier display area, and a parameter adjustment key display area, for example, the data display area may be in the center of the interface, the algorithm identifier display area may be on the right side of the data display area, the data identifier display area may be on the lower side of the data display area, and the parameter adjustment key display area may be on the upper side of the data display area.

The algorithm identification display area displays the identification of each algorithm of the data report, and the identification of the selected first algorithm is in a selected state.

And in the data identification display area, the identification of each data in the data processing result corresponding to the selected first algorithm can be displayed, and the identification of the selected data is in a calculation state. The identifiers of the data can be arranged in a list form or a matrix form. The identification of the data can be selected according to the type of the data, for example, the identification of the data of the abstract class can be a name, a number, etc.; and in the case where the data is an image, the identification of the data includes a thumbnail of each image, and in the case where the data is a video, the identification of the data includes a thumbnail of a cover of each video.

The selected data can be displayed in the data display area, for example, in the case that the data is an image, the selected image is displayed in the data display area.

It should be noted that the interface shown in fig. 8 is an interface when only the first data is displayed, and if the first data and the second data are displayed simultaneously, the interface is partitioned according to the number of the displayed data, and the interface shown in fig. 8 is displayed in each partition, where each partition corresponds to one data.

In this embodiment, the display of the first data is triggered by acquiring the first data report and by performing a step-by-step operation on the first data report. Through simple and clear interface design at all levels, the operation of a user can be facilitated, the user can efficiently check each data, and the data checking efficiency is improved.

According to a second aspect of the embodiments of the present invention, there is provided a data display device, referring to fig. 9, which shows a structure of the device, including:

an obtaining module 901, configured to obtain a first data report, where the first data report includes data processing results of multiple algorithms;

a link module 902, configured to, when first data in a data processing result of a first algorithm in a first data report is displayed, display a link identifier of at least one second data having an association relationship with the first data, where the first data and the second data are obtained after different algorithms process the same source data;

a first display module 903, configured to display the first data and the second data simultaneously when the link identifier of the second data is triggered.

further comprising a second display module for:

With regard to the apparatus in the above-mentioned embodiment, the specific manner in which each module performs the operation has been described in detail in the third aspect with respect to the embodiment of the method, and will not be elaborated here.

In a third aspect, at least one embodiment of the present invention provides an electronic device, please refer to fig. 10, which shows a structure of the electronic device, where the electronic device includes a memory for storing computer instructions executable on a processor, and the processor is configured to perform data display based on the method according to any one of the first aspect when the computer instructions are executed.

In a fourth aspect, at least one embodiment of the invention provides a computer readable storage medium having a computer program stored thereon, which when executed by a processor, performs the method of any of the first aspects.

In the present invention, the terms "first" and "second" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance. The term "plurality" means two or more unless expressly limited otherwise.

Other embodiments of the invention will be apparent to those skilled in the art from consideration of the specification and practice of the disclosure disclosed herein. This invention is intended to cover any variations, uses, or adaptations of the invention following, in general, the principles of the invention and including such departures from the present disclosure as come within known or customary practice within the art to which the invention pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the invention being indicated by the following claims.

It will be understood that the invention is not limited to the precise arrangements described above and shown in the drawings and that various modifications and changes may be made without departing from the scope thereof. The scope of the invention is limited only by the appended claims.

Claims

1. A method of displaying data, comprising:

2. The data display method of claim 1, further comprising:

3. The data display method according to claim 2, wherein the data is image data, and the parameter adjustment of each of the displayed data according to the parameter adjustment instruction includes:

4. The method of claim 3, wherein said determining a parameter adjustment sub-instruction for each pixel of said data according to said parameter adjustment instruction comprises:

5. The data display method according to claim 4, wherein in a case where the parameter for which the parameter adjustment instruction is directed is a contrast of image data, the determining the parameter adjustment sub-instruction of the pixel according to the parameter adjustment instruction and a position of the pixel within the data includes:

6. The data display method according to any one of claims 1 to 5, further comprising, after the simultaneously displaying the first data and the second data in a case where the first data and the second data are images:

7. The data display method according to any one of claims 1 to 6, further comprising:

8. The data display method according to any one of claims 1 to 7, further comprising:

9. The data display method according to any one of claims 1 to 7, further comprising:

10. The data display method according to claim 8 or 9, further comprising:

11. The method of claim 10, wherein the obtaining the first data report comprises:

after the obtaining the first data report, further comprising:

12. The data display method according to any one of claims 10 or 11, wherein, in a case where the data is an image, the identification of the data includes a thumbnail of the image.

13. The data display method according to any one of claims 1 to 12, further comprising:

14. A data display device, comprising:

15. An electronic device, comprising a memory for storing computer instructions executable on a processor, the processor being configured to implement the method of any one of claims 1 to 13 when executing the computer instructions.

16. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the method of any one of claims 1 to 13.