CN114723398A - Stage creative arrangement method, stage creative arrangement device and electronic equipment - Google Patents

Stage creative arrangement method, stage creative arrangement device and electronic equipment Download PDF

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Publication number
CN114723398A
CN114723398A CN202210316991.9A CN202210316991A CN114723398A CN 114723398 A CN114723398 A CN 114723398A CN 202210316991 A CN202210316991 A CN 202210316991A CN 114723398 A CN114723398 A CN 114723398A
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creative
data
stage
arrangement
virtual
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张龙飞
吴玉峰
李浩宇
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Beijing Institute of Technology BIT
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Beijing Institute of Technology BIT
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/10Office automation; Time management
    • G06Q10/109Time management, e.g. calendars, reminders, meetings or time accounting
    • G06Q10/1093Calendar-based scheduling for persons or groups
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/24Classification techniques
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/30Computing systems specially adapted for manufacturing

Abstract

The invention provides a stage creative arrangement method, a stage creative arrangement device and electronic equipment, wherein the stage creative arrangement method comprises the following steps: acquiring initial design data of a target stage; generating virtual layout creative feedback data based on the initial design data; and generating target stage creative arrangement data based on the virtual arrangement creative feedback data. According to the stage creative arrangement method, the original design data of the target stage is subjected to creative identification, the design data with higher creative performance is generated to serve as the virtual arrangement creative feedback data, the final target stage creative arrangement data is generated based on the virtual arrangement creative feedback data, the content in the performance process is quantized into performance data, the performance computability is improved, and the stage creative arrangement efficiency is improved; in addition, the creative arrangement is not limited by time and space resources, effective creative arrangement is realized, and high operability and intelligence are achieved.

Description

Stage creative arrangement method, stage creative arrangement device and electronic equipment
Technical Field
The invention relates to the technical field of stage creative arrangement, in particular to a stage creative arrangement method, a stage creative arrangement device and electronic equipment.
Background
Along with the continuous improvement of aesthetic cognition of people to the performance art, the creative requirement on the stage performance is higher and higher. The traditional performance creative arrangement process is limited by time and space resources, so that the problems of low creative efficiency and unsatisfactory final effect of creative design often occur.
Disclosure of Invention
The invention provides a stage creative arrangement method, a stage creative arrangement device and electronic equipment, which are used for solving the defect of low stage creative arrangement efficiency in the prior art and realizing high-efficiency stage creative arrangement.
The invention provides a stage creative arrangement method, which comprises the following steps:
acquiring initial design data of a target stage;
generating virtual layout creative feedback data based on the initial design data;
and generating target stage creative arrangement data based on the virtual arrangement creative feedback data.
According to the stage creative arrangement method provided by the invention, the generation of the virtual arrangement creative feedback data based on the initial design data comprises the following steps:
inputting the initial design data into a creative recognition model, outputting the virtual layout creative feedback data, wherein,
the creative identification model is obtained by training by taking sample initial design data as a sample and taking sample virtual arrangement creative feedback data corresponding to the sample initial design data as a sample label.
According to the stage creative arrangement method provided by the invention, the feedback data of the sample virtual arrangement creative is determined through the following steps:
acquiring director semantic labeling information corresponding to each sample initial design data, wherein the director semantic labeling information is used for representing the creative height of the initial design data of the sample target stage;
marking and classifying the creative height of the initial design data of the sample target stage based on the director semantic labeling information, and generating the sample virtual arrangement creative feedback data.
According to the stage creative arrangement method provided by the invention, the generating of the target stage creative arrangement data based on the virtual arrangement creative feedback data comprises the following steps:
and re-designing the initial design data based on the virtual arrangement creative feedback data to generate the target stage creative arrangement data.
According to the stage creative arrangement method provided by the invention, the step of acquiring the initial design data of the target stage comprises the following steps:
acquiring initial design data of the target stage in at least one stage of a creative stage, a rehearsal stage and an execution stage.
According to the stage creative arrangement method provided by the invention, the step of acquiring the initial design data of the target stage comprises the following steps:
acquiring at least one of manuscript data, copyright data, stage data, director data, actor data and audience data of the target stage.
The invention also provides a stage creative arrangement device, comprising:
the first acquisition module is used for acquiring initial design data of a target stage;
the first generation module is used for generating virtual layout creative feedback data based on the initial design data;
and the second generation module is used for generating target stage creative arrangement data based on the virtual arrangement creative feedback data.
The invention also provides an electronic device, which comprises a memory, a processor and a computer program stored on the memory and capable of running on the processor, wherein the processor executes the program to realize the stage creative arrangement method.
The present invention also provides a non-transitory computer readable storage medium having stored thereon a computer program which, when executed by a processor, implements a stage creative orchestration method as described in any of the above.
The invention also provides a computer program product comprising a computer program which, when executed by a processor, implements the stage creative orchestration method according to any of the above.
According to the stage creative arrangement method, the stage creative arrangement device and the electronic equipment, the original design data of the target stage are subjected to creative identification, the design data with higher creative performance are generated to serve as the virtual arrangement creative feedback data, the final target stage creative arrangement data are generated based on the virtual arrangement creative feedback data, the content in the performance process is quantized into the performance data, the performance computability is improved, and the stage creative arrangement efficiency is improved; in addition, the creative arrangement is not limited by time and space resources, effective creative arrangement is realized, and high operability and intelligence are achieved.
Drawings
In order to more clearly illustrate the technical solutions of the present invention or the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
FIG. 1 is a flow chart of a stage creative arrangement method provided by the present invention;
FIG. 2 is a second schematic flow chart of the stage creative editing method provided by the present invention;
fig. 3 is a third schematic flow chart of the stage creative arrangement method provided by the present invention;
FIG. 4 is a fourth schematic flowchart of the stage creative arrangement method provided by the present invention;
fig. 5 is a schematic structural diagram of the stage creative arrangement device provided by the invention;
fig. 6 is a schematic structural diagram of an electronic device provided in the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention clearer, the technical solutions of the present invention will be clearly and completely described below with reference to the accompanying drawings, and it is obvious that the described embodiments are some, but not all embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The stage creative arrangement method of the present invention is described below with reference to fig. 1 to 4.
It should be noted that the execution subject of the stage creative organization method may be a stage creative organization device, or may be a server, or may also be a terminal for editing, such as a computer, a mobile phone, or a tablet computer.
As shown in fig. 1, the stage creative organization method includes: step 110, step 120 and step 130.
110, acquiring initial design data of a target stage;
in this step, the target stage is a stage for performance that needs to be designed for stage/stage art, etc.
The initial design data of the target stage is initial design data for performing stage design, dance design and other related designs.
It should be noted that the initial design data of the target stage may come from a local or cloud database, or may also come from a manuscript for compiling the latest design.
The local or cloud database can be a digital twin data center and is used for storing historical stage data, feedback data and the like.
As shown in fig. 3, the data stored by the digital twin data center (digital twin data center) includes, but is not limited to, data from a virtual dance space (virtual dance space), a physical dance space (physical dance space), and a creative space (creative space).
The editing and guiding creative space is a space for editing and guiding to draw manuscripts.
The virtual dance arrangement space is a space for performing simulation arrangement on the creative manuscript.
The physical choreography space is a space for performing feasibility verification.
In the editing and guiding creative space, the editing and guiding can manually draw creative manuscripts.
Or, the editing may also input numerical values such as an authoring scheme, an authoring requirement, an authoring experience and the like to the editing and guiding creative model, and the editing and guiding creative model performs manuscript drawing based on the input data and outputs creative manuscripts.
As shown in fig. 2, after the creative manuscript is generated, one path of the creative manuscript is sent to the digital twin data center for storage, and the other path of the creative manuscript is sent to the virtual choreography space for simulation choreography.
The virtual dance arrangement space can comprise a space dynamic line model used for receiving innovation activation of arrangement at any time and carrying out optimization adjustment on the space dynamic line obtained by model calculation, so that the average curvature, composition content and performance of the space dynamic line are redesigned.
After the virtual feedback is generated in the virtual choreography space, the virtual feedback can be sent to a digital twin data center for storage through one path; one path is sent to the editing and guiding creative space and is used for redesigning the creative scheme so as to generate an updated creative manuscript; and sending the path to a physical dance arrangement space for verification.
In some embodiments, step 110 may further include: acquiring initial design data of the target stage in at least one stage of a creative stage, a rehearsal stage and an execution stage.
In this embodiment, it should be noted that the initial design data is different for different stages.
According to the stage creative arrangement method provided by the embodiment of the invention, the initial design data of each stage is acquired for subsequent analysis and identification, so that the whole performance period can be covered, and the comprehensiveness of the finally generated result is improved.
In the creative phase, the virtual dance orchestration space may reflect creative trends and experiences of dance orchestration, with relevant design elements including, but not limited to: aesthetic experience, theme selection, and authoring rules, among others.
In the creative phase, the virtual data fed back from the virtual choreography space includes but is not limited to manuscript data, emotion data, copyright data and the like. The virtual data is mainly used for specifically defining the arrangement through the creative manuscript and the literature description of the arrangement.
In the practice stage, the virtual dance arrangement space standardizes and standardizes the edited creative manuscript data to form practice data suitable for training, wherein the practice data comprises track data, strategy data, historical data and the like.
In the execution stage, the virtual dance arrangement space performs full-element simulation on the complete dance performance, including stage dance environment data such as sound, light and electricity, body action data of actors, space scheduling data and the like, and provides simulation data, control data, adjustment data and the like for executing data.
Wherein the virtual choreography space includes a simulated target stage determined based on the real target stage.
The virtual choreography space also includes a controller configured to receive input and control the operation of the simulated target stage execution response based on the input data.
The virtual choreography space can display a virtual scene corresponding to the real target stage, the virtual scene generated based on the input information received by the controller.
In the actual execution process, the creative manuscript generated in the editing and guiding creative space can be input into the virtual dance arrangement space, the virtual dance arrangement space performs feature recognition and extraction on data in the creative manuscript, a control instruction for controlling a virtual target stage is generated, the virtual target stage is controlled to execute response operation, and virtual feedback corresponding to the creative manuscript is output.
After the virtual feedback is generated, one path of the virtual feedback is sent to a digital twin data center for storage, and the other path of the virtual feedback is sent to an editing and guiding creative space for redesigning a creative scheme so as to generate an updated creative manuscript.
The performance process is simulated by a digital simulation technology, so that the problem of resource limitation in performance creative arrangement is solved.
With continued reference to fig. 2, the physical dance editing space is configured to perform feasibility verification on the updated creative manuscript and the virtual feedback data, and generate a field data feedback, where the field data feedback may also be sent to the digital twin data center for storage, and the other path is sent to the editing and creative space for redesigning the creative manuscript to generate the updated creative manuscript.
In the creative stage, relevant design elements of the physical dance arrangement space include, but are not limited to, stage boundaries, field environment, equipment layout, experience of actors, and the like.
In the creative phase, live data feedback includes, but is not limited to, stage data, live data, actor data, and the like.
The field data feedback is objective feature description of the physical dance arrangement space, and reflects objective attributes of the physical dance arrangement space, and the features and the attributes not only provide perception experience for creative ideas, but also generate corresponding boundary limits and constraint conditions for the creative arrangement process.
In the rehearsal stage, the physical dance arrangement space mainly provides a proper environment for training actors, corresponding rehearsal data including stage data, posture data, training data and the like are fed back in the training process of the physical dance arrangement space, and the data have high feedback value for the rehearsal process and provide a redesign basis for the rehearsal.
In the execution stage, the physical dance arrangement space provides a real stage environment for dance performance, real space data, video data, redesign data and the like for execution data, the data provides good redesign standards and bases for the training process, and real environment constraint and feedback of performance states are provided for creative implementation of the guide.
The initial design data in this step may be derived from data generated in any of the above-described links. By integrating data generated by any space into the digital twin data center and using the data stored in the digital twin data center and the newly designed manuscript as initial design data, the data and the redesign data in the whole choreography process can be accumulated and fused, and powerful data support and computability verification can be provided for each link of choreography.
In the step, the virtual and the reality are combined, and a closed loop structure between the virtual and the reality is constructed, so that the limitation of time and space resources is broken, and the complementary composition of the virtual and the reality is realized.
In some embodiments, step 110 may further include: at least one of manuscript data, copyright data, stage data, director data, actor data, and audience data for the target stage is obtained.
In this embodiment, the manuscript data includes creative schemes (such as light, stage art, and other designs), the stage data includes data such as physical settings of the stage, the director data includes data such as experience and preference of the director, the actor data includes data such as age, physique, sex, and specialties of actors, and the audience data includes data such as age, preference, and number of audiences.
It can be understood that the more abundant the data volume is obtained, the more comprehensive the virtual orchestration creative feedback data is finally generated, and the accuracy is relatively higher.
Step 120, generating virtual layout creative feedback data based on the initial design data;
in this step, the virtually orchestrated creative feedback data is design data with a high degree of creativity.
By identifying and classifying the initial design data acquired in step 110, design data with a high degree of originality and oriented to the target stage can be screened out.
In actual implementation, this step may be performed by a neural network model.
In some embodiments, step 120 may include:
and inputting the initial design data of the target stage to the creative recognition model, and outputting the feedback data of the virtual arrangement creative.
In this embodiment, the creative recognition model is a neural network model, and is configured to perform feature extraction and recognition on input initial design data of the target stage, and output design data with higher creative performance, that is, virtual layout creative feedback data.
It will be appreciated that each time the virtual orchestration creative feedback data is output by the creative recognition model, it may be used as historical sample data for the next training of the creative recognition model.
Along with the expansion of the sample data size, the intelligence degree of the creative identification model is higher and higher, and the accuracy of the output virtual layout creative feedback data is higher and higher.
The creative identification model is obtained by training by taking sample initial design data as a sample and taking sample virtual arrangement creative feedback data corresponding to the sample initial design data as a sample label.
The sample initial design data may be historical stage performance data stored in a database, such as historical stage data stored in a digital twin data center, feedback data, and the like.
The sample virtual arrangement creative feedback data is creative height data corresponding to each historical stage data.
The sample virtual layout creative feedback data comprises a wonderful creative sample, a reasonable creative sample, a failed creative sample and the like.
It will be appreciated that the creative height data may be customized for the user based on experience, or may be determined for summary summaries from historical data.
In some embodiments, the sample virtual orchestration creative feedback data may be determined by:
acquiring director semantic annotation information corresponding to various initial design data, wherein the director semantic annotation information is used for representing the creative height of the sample initial design data;
marking and classifying the creative height of the sample initial design data based on the director semantic annotation information to generate sample virtual layout creative feedback data.
In this embodiment, the director semantic annotation information is annotation information used to characterize the height of the creative.
The director semantic labeling information may include height levels such as high-level points, medium-level points, and low-level points.
Marking the creative height of the initial design data of the sample target stage based on the director semantic annotation information to generate sample virtual layout creative feedback data, wherein the sample virtual layout creative feedback data comprises: wonderful creative samples, reasonable creative samples, failed creative samples, and the like.
It should be noted that only high creative design data need to be output when training of the creative recognition model is finished and the actual recognition process is performed.
That is, after inputting the initial design data to the creative recognition model, the creative recognition model performs feature recognition and classification on the initial design data, divides the initial design data into multiple groups of wonderful creativity, reasonable creativity, failed creativity and the like, and outputs wonderful creativity, which is virtual layout creative feedback data.
In actual implementation, as shown in FIG. 4, the creative identification model may be a digital twin network, which may include: the system comprises a sensor node (sensor node), a Director semantic annotation (Director semantic annotation), a feature learning module and a creative activation module.
The sensing nodes are nodes for acquiring initial design data of the target stage.
The initial design data of the target stage comprises: and multi-modal data types such as performance environment, director creatives, actor training, and audience feedback, which describe the evolution from different subjective and objective perspectives, respectively.
The initial design data may be derived from a virtual space (virtual space), a physical space (physical space), and the like.
The director semantics are labeled as labeling information based on the creative height.
Aiming at the specialty and the particularity of the initial design data of the target stage, the director semantic labeling module can adopt a supervised model training method and label a training set and a test set so as to achieve the most effective training result.
The director defines and labels the high level points, the middle level points and the low level points of the performance creative according to the creative intentions and aesthetic experiences of the performance work. Wherein high level points correspond to positive wonderful creatives, medium level points correspond to general reasonable creatives, and low level points correspond to negative failed creatives
The characteristic learning module is used for extracting the characteristics of the initial design data of the target stage.
After the initial design data of the target stage is preprocessed through the director semantic notation, the feature learning module extracts the features of the initial design data of the target stage and distributes different time labels to corresponding data type windows.
The creative activation module is used for forming the performance data into a local loop in the rehearsal stage, and the intention of a director is converted into a creative driving factor in a plurality of turns of preview data loops. Under the condition of meeting the requirement of overall creative effect, the optimization and implementation of the overall scheme are achieved by changing the limitation and the calculation force of local specific stages.
According to the stage creative arrangement method provided by the embodiment of the invention, the creative identification model is used for carrying out creative identification on the initial design data so as to output the virtual arrangement creative feedback data with high creative performance, and the function of the creative identification model is continuously improved along with the increase of sample data, so that the creative identification method has strong autonomous learning capability and intelligent degree.
In some embodiments, after generating the virtual choreography creative feedback data, the virtual choreography creative feedback data can also be fed back to the virtual choreography space and the physical choreography space to perform step 130.
And step 130, generating target stage creative arrangement data based on the virtual arrangement creative feedback data.
In this step, the target stage creative arrangement data is the creative arrangement data that is ultimately used for the actual performance.
In the actual execution process, after the target stage creative arrangement data are generated, the target stage creative arrangement data can be directly used as the target stage creative arrangement data; or the target stage creative arrangement data can be modified based on the arrangement experience and the actual arrangement condition to generate the target stage creative arrangement data.
Of course, in other embodiments, step 130 may further include: and modifying the initial design data based on the virtual arrangement creative feedback data to generate target stage creative arrangement data.
In this step, based on the virtual orchestration creative feedback data, the initial design data of the target stage may be further optimized, thereby generating target stage creative orchestration data.
It should be noted that in actual implementation, this step may be repeated multiple times until the program is programmed to perform in both a feasible and aesthetic manner, and the cycle is stopped.
For example, with continued reference to fig. 4, in some embodiments, the virtual choreography creative feedback data may be fed back to the virtual choreography space and the physical choreography space to re-design the initial design data in the virtual and real environments, respectively, and the updated design data may be used as input data for each space to perform virtual or real verification to generate new feedback data; and then, sending the new feedback data to a digital twin network through a sensing node for feature learning so as to generate new virtual arrangement creative feedback data. And redesigning the updated design data based on the new virtual orchestration creative feedback data, and sequentially circulating until the orchestration deems that the design scheme has performance conditions in both feasibility and aesthetic simulation, and then terminating the closed-loop iteration operation.
Through the processes of continuous calculation and iteration, the efficiency of performance creative arrangement is improved, and the artistry of the final result is enhanced.
According to the stage creative arrangement method provided by the embodiment of the invention, the original design data of the target stage is subjected to creative identification, the design data with higher creative performance is generated to serve as the virtual arrangement creative feedback data, the final target stage creative arrangement data is generated based on the virtual arrangement creative feedback data, the content in the performance process is quantized into performance data, the performance computability is increased, and the stage creative arrangement efficiency is increased; in addition, the creative arrangement is not limited by time and space resources, effective creative arrangement is realized, and the creative arrangement has high operability and intelligence.
In some embodiments, after step 130, the method may further comprise: storing at least one of the target stage creative layout data, the virtual layout creative feedback data, and the initial design data.
In this embodiment, after step 130, at least one of the goal stage creative layout data, the virtual layout creative feedback data, and the initial design data may be sent to a digital twin data center for storage as sample data for a next neural network training.
According to the embodiment, along with the expansion of the sample data size, the intelligence degree of the creative identification model is higher and higher, and the accuracy of the output virtual layout creative feedback data is higher and higher.
The stage arrangement device provided by the invention is described below, and the stage arrangement device described below and the stage creative arrangement method described above can be referred to correspondingly.
As shown in fig. 5, the stage arrangement device includes: a first acquisition module 510, a first generation module 520, and a second generation module 530.
A first obtaining module 510, configured to obtain initial design data of a target stage;
a first generating module 520, configured to generate virtual layout creative feedback data based on the initial design data;
a second generating module 530, configured to generate the target stage creative layout data based on the virtual layout creative feedback data.
According to the stage creative arrangement device provided by the embodiment of the invention, by carrying out creative identification on the initial design data of the target stage, the design data with higher creative performance is generated to be used as the virtual arrangement creative feedback data, the final target stage creative arrangement data is generated based on the virtual arrangement creative feedback data, the content in the performance process is quantized into performance data, the performance computability is increased, and the stage creative arrangement efficiency is increased; in addition, the creative arrangement is not limited by time and space resources, effective creative arrangement is realized, and high operability and intelligence are achieved.
In some embodiments, the first generating module 520 is further configured to:
inputting the initial design data into the creative identification model, outputting the feedback data of the virtual layout creative,
the creative identification model is obtained by training by taking sample initial design data as a sample and taking sample virtual arrangement creative feedback data corresponding to the sample initial design data as a sample label.
In some embodiments, the first generating module 520 is further configured to:
acquiring director semantic annotation information corresponding to each sample initial design data, wherein the director semantic annotation information is used for representing the creative height of the initial design data of the sample target stage;
marking and classifying the creative height of the initial design data of the sample target stage based on the director semantic annotation information to generate sample virtual arrangement creative feedback data.
In some embodiments, the second generating module 530 is further configured to: and re-designing the initial design data based on the virtual arrangement creative feedback data to generate target stage creative arrangement data.
In some embodiments, the first obtaining module 510 is further configured to: initial design data of the target stage in at least one stage of the creative stage, the rehearsal stage and the execution stage is obtained.
In some embodiments, the first obtaining module 510 is further configured to: at least one of manuscript data, copyright data, stage data, director data, actor data, and audience data for the target stage is obtained.
Fig. 6 illustrates a physical structure diagram of an electronic device, which may include, as shown in fig. 6: a processor (processor)610, a communication Interface (Communications Interface)620, a memory (memory)630 and a communication bus 640, wherein the processor 610, the communication Interface 620 and the memory 630 communicate with each other via the communication bus 640. The processor 610 may invoke logic instructions in the memory 630 to perform a stage creative orchestration method comprising: acquiring initial design data of a target stage; generating virtual layout creative feedback data based on the initial design data; and generating target stage creative arrangement data based on the virtual arrangement creative feedback data.
In addition, the logic instructions in the memory 630 may be implemented in software functional units and stored in a computer readable storage medium when the logic instructions are sold or used as independent products. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
In another aspect, the present invention also provides a computer program product, which includes a computer program stored on a non-transitory computer-readable storage medium, the computer program including program instructions, when the program instructions are executed by a computer, the computer being capable of executing the stage creative orchestration method provided by the above methods, the method including: acquiring initial design data of a target stage; generating virtual layout creative feedback data based on the initial design data; and generating target stage creative arrangement data based on the virtual arrangement creative feedback data.
In yet another aspect, the present invention also provides a non-transitory computer-readable storage medium having stored thereon a computer program that, when executed by a processor, is implemented to perform the stage creative orchestration methods provided above, the method comprising: acquiring initial design data of a target stage; generating virtual layout creative feedback data based on the initial design data; and generating target stage creative arrangement data based on the virtual arrangement creative feedback data.
The above-described embodiments of the apparatus are merely illustrative, and the units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment. One of ordinary skill in the art can understand and implement it without inventive effort.
Through the above description of the embodiments, those skilled in the art will clearly understand that each embodiment may be implemented by software plus a necessary general hardware platform, and may also be implemented by hardware. With this understanding in mind, the above-described technical solutions may be embodied in the form of a software product, which can be stored in a computer-readable storage medium such as ROM/RAM, magnetic disk, optical disk, etc., and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the methods described in the embodiments or some parts of the embodiments.
Finally, it should be noted that: the above examples are only intended to illustrate the technical solution of the present invention, and not to limit it; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions of the embodiments of the present invention.

Claims (10)

1. A stage creative arrangement method is characterized by comprising the following steps:
acquiring initial design data of a target stage;
generating virtual layout creative feedback data based on the initial design data;
and generating target stage creative arrangement data based on the virtual arrangement creative feedback data.
2. The stage creative orchestration method of claim 1, wherein generating virtual orchestration creative feedback data based on the initial design data comprises:
inputting the initial design data into a creative recognition model, outputting the virtual layout creative feedback data, wherein,
the creative identification model is obtained by training by taking sample initial design data as a sample and taking sample virtual arrangement creative feedback data corresponding to the sample initial design data as a sample label.
3. A stage creative orchestration method according to claim 2, wherein the sample virtual orchestration creative feedback data is determined by:
acquiring director semantic labeling information corresponding to each sample initial design data, wherein the director semantic labeling information is used for representing the creative height of the initial design data of the sample target stage;
marking and classifying the creative height of the initial design data of the sample target stage based on the director semantic labeling information, and generating the sample virtual arrangement creative feedback data.
4. A stage creative orchestration method according to any one of claims 1-3, wherein generating target stage creative orchestration data based on the virtual orchestration creative feedback data comprises:
and re-designing the initial design data based on the virtual arrangement creative feedback data to generate the target stage creative arrangement data.
5. A stage creative orchestration method according to any one of claims 1-3, wherein the obtaining of initial design data of a target stage comprises:
acquiring initial design data of the target stage in at least one stage of a creative stage, a rehearsal stage and an execution stage.
6. A stage creative orchestration method according to any one of claims 1-3, wherein the obtaining of initial design data of a target stage comprises:
acquiring at least one of manuscript data, copyright data, stage data, director data, actor data and audience data of the target stage.
7. A stage creative arrangement device, comprising:
the first acquisition module is used for acquiring initial design data of a target stage;
the first generation module is used for generating virtual layout creative feedback data based on the initial design data;
and the second generation module is used for generating target stage creative arrangement data based on the virtual arrangement creative feedback data.
8. An electronic device comprising a memory, a processor, and a computer program stored on the memory and executable on the processor, wherein the processor implements the stage creative orchestration method according to any one of claims 1 to 6 when executing the program.
9. A non-transitory computer readable storage medium having a computer program stored thereon, wherein the computer program, when executed by a processor, implements the stage creative orchestration method according to any one of claims 1 to 6.
10. A computer program product comprising a computer program, characterized in that the computer program, when being executed by a processor, implements the stage creative orchestration method according to any one of claims 1 to 6.
CN202210316991.9A 2022-03-28 2022-03-28 Stage creative arrangement method, stage creative arrangement device and electronic equipment Pending CN114723398A (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115376371A (en) * 2022-08-17 2022-11-22 江苏第二师范学院 Simulation method and system of stage drama, storage medium and server

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115376371A (en) * 2022-08-17 2022-11-22 江苏第二师范学院 Simulation method and system of stage drama, storage medium and server

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