CN113674434A - Intelligent VR panorama shopping guide method and system based on big data cloud platform - Google Patents

Intelligent VR panorama shopping guide method and system based on big data cloud platform Download PDF

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CN113674434A
CN113674434A CN202110989681.9A CN202110989681A CN113674434A CN 113674434 A CN113674434 A CN 113674434A CN 202110989681 A CN202110989681 A CN 202110989681A CN 113674434 A CN113674434 A CN 113674434A
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CN113674434B (en
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褚富强
余超
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Yancheng Big Data Research Center Of Nanjing University Of Posts And Telecommunications
Nanjing University of Posts and Telecommunications
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Nanjing University of Posts and Telecommunications
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Abstract

The invention discloses an intelligent VR panorama shopping guide method and system based on a big data cloud platform, which comprises the following steps: establishing merchant super VR panoramic big data according to the data of the mall building solid model, the data of mall image acquisition, the data of mall merchant distribution and the data of merchant commodity information; carrying out cloud computing processing on the merchant super VR panoramic big data through a merchant super VR panoramic cloud platform to obtain a market merchant commodity comprehensive information VR cloud panoramic image; through a market merchant commodity comprehensive information VR cloud panorama and according to market merchant commodity information selected by the mobile phone end VR panoramic shopping guide intelligent APP, VR panoramic shopping guide intelligent guide is generated, and a customer is guided to arrive at a merchant commodity area for shopping; and comprehensively managing the commercial super VR panoramic big data, the comprehensive information VR cloud panorama and the VR panoramic shopping guide intelligent APP through a commercial super VR panoramic big data cloud platform management center.

Description

Intelligent VR panorama shopping guide method and system based on big data cloud platform
Technical Field
The invention relates to the technical field of VR panorama shopping guide, in particular to an intelligent VR panorama shopping guide method and system based on a big data cloud platform.
Background
The existing shopping guide navigation is generally carried out on the basis of a map, and in scenes such as superstores and the like, the map navigation cannot realize three-dimensional all-dimensional navigation shopping guide and cannot carry out comprehensive display of merchants and commodities in the shopping mals; the existing shopping guide method and system do not apply VR panoramic shopping guide technology; at present, the problem of consistency of market buildings, market images, market merchant data and merchant commodity data is still to be solved; how to process various market merchant commodity comprehensive information, how to generate VR panoramic shopping guide guidance, how to carry out merchant ultra-large data, and APP comprehensive management are still technical problems which need to be solved and improved; therefore, there is a need to provide an intelligent VR panorama shopping guide method and system based on a big data cloud platform to at least partially solve the problems in the prior art.
Disclosure of Invention
In this summary, concepts in a simplified form are introduced that are further described in the detailed description. This summary of the invention is not intended to identify key features or essential features of the claimed subject matter, nor is it intended to be used as an aid in determining the scope of the claimed subject matter.
In order to at least partially solve the problems, the invention provides an intelligent VR panorama shopping guide method based on a big data cloud platform, which comprises the following steps:
s100, establishing merchant super VR panoramic big data according to the data of the mall building solid model, the data of mall image acquisition, the data of mall and merchant distribution and the data of merchant commodity information;
s200, carrying out cloud computing processing on the merchant super VR panoramic big data of S100 through a merchant super VR panoramic cloud platform to obtain a market merchant commodity comprehensive information VR cloud panoramic image;
s300, generating VR panoramic shopping guide intelligent guide according to the comprehensive information VR cloud panoramic image of the market merchant commodities of S200 and the information of the market merchant commodities selected by the VR panoramic shopping guide intelligent APP at the mobile phone terminal, and guiding the customer to arrive at a merchant commodity area for shopping;
s400, comprehensively managing the business super VR panorama big data, the comprehensive information VR cloud panorama and the VR panorama shopping guide intelligent APP through a business super VR panorama cloud platform management center.
Preferably, the first and second liquid crystal materials are,
s100 includes:
s101, carrying out comprehensive modeling on the overall structure, the layering height, the channel network, the stair lift and the functional area of the mall building, and establishing stereoscopic model data of the mall building;
s102, respectively acquiring image information acquired by market camera shooting, image information acquired by merchant camera shooting, image information acquired by commodity area camera shooting and image information acquired by cruise camera shooting, and establishing market image acquisition data;
s103, establishing distribution data of the market merchants according to name book information of the market merchants and information of floors, distribution areas and position directions of the market merchants;
s104, establishing merchant commodity information data according to the internal arrangement, commodity type, commodity name and commodity position of a merchant;
s105, classifying and sorting the market building solid model data, the market image acquisition data, the market and merchant distribution data and the merchant commodity information data, classifying, collecting and inputting according to classified and sorted data types, and establishing merchant super VR panoramic big data.
Preferably, S200 includes:
s201, performing data cleaning on the merchant super VR panoramic big data through a merchant super VR panoramic cloud platform, removing model data interference items, integrating image acquisition data overlapping items, screening fuzzy items of merchant distribution data of a shopping mall and disordered items of merchant commodity information data;
s202, combining the data of the mall building three-dimensional model with the data of the mall image acquisition to establish a mall building three-dimensional model and a three-dimensional live-action image model of the mall image;
s203, classifying and sorting the distribution data of the market merchants and the commodity information data of the merchants, collecting the classified and sorted distribution data and commodity information data into a three-dimensional live-action image model, and establishing the coordinate positions of the three-dimensional live-action image model of the market merchants and the merchant commodities by taking the three-dimensional live-action image model as a coordinate system and the center of the three-dimensional live-action image model as a coordinate origin;
s204, marking market merchant information and merchant commodity information in a corresponding coordinate distribution in a three-dimensional live-action image model coordinate system to obtain a market merchant commodity comprehensive information VR cloud panorama; calculating the difference rate of the size of the acquired image and the size of the standard model graph through the size of the acquired image acquired by the market image and the size of the standard model graph of the three-dimensional model of the market building; automatically compensating the difference rate of the size of the coordinate system of the acquired image according to the difference rate of the size of the acquired image and the size of the standard model graph so as to achieve the consistency of the size of the acquired image and the size of the standard model graph; when the difference rate between the size of the collected image and the size of the standard model graph exceeds the set difference rate threshold range, automatically starting automatic difference rate compensation according to the calculated difference rate; when the difference rate is a positive value and is larger than the range of the set difference rate positive threshold value, the size of the collected image is compensated negatively according to the difference rate, so that the difference rate after compensation is not larger than the range of the set difference rate threshold value; when the difference rate is a negative value and is smaller than the set difference rate negative threshold range, the size of the collected image is compensated in the positive direction, so that the difference rate after compensation is not smaller than the set difference rate threshold range; the consistency of the size of the collected image and the size of the standard model graph is improved.
Preferably, S300 includes:
s301, after sending an information application at a user mobile phone end, sending a VR panorama shopping guide intelligent APP installation package to the user mobile phone end, and after installing the VR panorama shopping guide intelligent APP at the user mobile phone end, transmitting a market merchant commodity comprehensive information VR cloud panorama to the mobile phone end VR panorama shopping guide intelligent APP through a mobile network signal;
s302, when a user mobile phone end selects market merchant commodity information through a VR panoramic shopping guide intelligent APP, VR panoramic shopping guide intelligent guide is generated according to the market merchant commodity information selected by the VR panoramic shopping guide intelligent APP at the mobile phone end; VR panorama shopping guide intelligence guides includes: the method comprises the steps of guiding information of merchants where commodities are located, guiding the floors and positions of the merchants in a market, guiding the market to reach a VR panorama of the merchants, and guiding the VR panorama of the commodities of the merchants; through VR panorama shopping guide intelligence guide, guide customer to reach trade company's goods district and shop.
Preferably, S400 includes:
s401, managing data updating of the merchant super VR panoramic big data, and updating data of the market information data, the merchant information data and the commodity information data according to a set market information data updating period, a set merchant information data updating period and a set commodity information data updating period;
s402, when new merchant information is added, managing the application information of the merchant with super-new merchant, and adding new application merchant data into the merchant super-VR panoramic big data in time according to the application information of the merchant;
s403, according to the updated data of the business super VR panoramic big data and the new application business data applied by the new business data S402 in the S401, upgrading the comprehensive information VR cloud panoramic image through the cloud platform to obtain a real-time latest comprehensive information VR cloud panoramic image;
s404, pushing the latest comprehensive information VR cloud panorama to a VR panorama shopping guide intelligent APP according to the latest comprehensive information VR cloud panorama of the comprehensive information VR cloud panorama management subsystem in the S403; when the VR panoramic shopping guide intelligent APP version is upgraded, pushing the latest version of the VR panoramic shopping guide intelligent APP to the user mobile phone end;
s405, the comprehensive management method is used for comprehensively managing data, information and upgrading of the business super VR panoramic big data, the comprehensive information VR cloud panorama and the VR panoramic shopping guide intelligent APP in a shopping mall through the business super VR panoramic big data cloud platform, and according to the method logic steps, comprehensive intelligent coordination management is conducted according to the set sequence, the calculation amount occupied by the cloud platform and the required calculation time.
An intelligence VR panorama shopping guide system based on big data cloud platform includes:
the system comprises a shop super VR panoramic big data subsystem, a shop super VR panoramic big data subsystem and a shop super VR panoramic big data subsystem, wherein the shop super VR panoramic big data subsystem is used for establishing shop super VR panoramic big data according to shop building stereoscopic model data, shop image acquisition data, shop and merchant distribution data and merchant commodity information data;
the system comprises a business super comprehensive VR panoramic cloud platform subsystem, a market merchant commodity comprehensive information VR cloud panoramic image and a market merchant commodity comprehensive information VR panoramic image, wherein the business super comprehensive VR panoramic cloud platform subsystem is used for carrying out cloud computing processing on business super VR panoramic big data through a business super VR panoramic cloud platform to obtain a market merchant commodity comprehensive information VR cloud panoramic image;
the VR panoramic shopping guide intelligent APP subsystem is used for generating VR panoramic shopping guide intelligent guide according to the shopping mall merchant commodity information selected by the VR panoramic shopping guide intelligent APP at the mobile phone end through a shopping mall merchant commodity comprehensive information VR cloud panorama, and guiding a customer to arrive at a merchant commodity area for shopping;
intelligence VR panorama shopping guide data platform management subsystem for surpassing VR panorama big data, integrated information VR cloud panorama, VR panorama shopping guide intelligence APP and carrying out the integrated management to the commodity through commodity super VR panorama big data cloud platform.
Preferably, the quotient super VR panoramic big data subsystem includes:
the system comprises a shopping mall building three-dimensional model subsystem, a data processing subsystem and a data processing subsystem, wherein the shopping mall building three-dimensional model subsystem is used for comprehensively modeling the whole structure, the layered height, the channel network, the stair lift and the functional area of a shopping mall building and establishing data of a shopping mall building three-dimensional model;
the system comprises a mall image acquisition subsystem, a market image acquisition subsystem and a market management subsystem, wherein the mall image acquisition subsystem is used for respectively acquiring image information acquired by mall camera shooting, image information acquired by merchant camera shooting, image information acquired by commodity area camera shooting and image information acquired by cruise camera shooting, and establishing mall image acquisition data;
the market merchant distribution subsystem is used for establishing market merchant distribution data according to the name list information of the market merchants and the information of the floors, distribution areas and position directions of the market merchants;
the merchant commodity information subsystem is used for establishing merchant commodity information data according to the internal arrangement, commodity type, commodity name and commodity position of a merchant;
and the business super VR panoramic big data collection subsystem is used for classifying and sorting the market building three-dimensional model data, the market image acquisition data, the market and merchant distribution data and the merchant commodity information data, classifying and collecting the data according to the classified and sorted data types, and inputting the data to establish the business super VR panoramic big data.
Preferably, the quotient super comprehensive VR panorama cloud platform subsystem includes:
the VR panorama cloud platform data cleaning subsystem is used for carrying out data cleaning on the merchant super VR panorama big data through the merchant super VR panorama cloud platform, removing model data interference items, integrating image acquisition data overlapping items, screening fuzzy items of distribution data of shopping mall merchants and disordered items of merchant commodity information data;
the VR panorama cloud platform stereoscopic live-action model subsystem is used for combining the shopping mall building stereoscopic model data and the shopping mall image acquisition data to establish a shopping mall building stereoscopic model and a stereoscopic live-action image model of a shopping mall image;
the VR panoramic cloud platform live-action model coordinate subsystem is used for classifying and sorting the distribution data of the market merchants and the commodity information data of the merchants, collecting the classified and sorted data into a three-dimensional live-action image model, and establishing the coordinate positions of the three-dimensional live-action image model of the market merchants and the commodities of the merchants by taking the three-dimensional live-action image model as a coordinate system;
the system comprises a commercial super integrated VR panoramic information subsystem, a three-dimensional live-action image model coordinate system and a commercial super integrated VR panoramic information subsystem, wherein the commercial super integrated VR panoramic information subsystem is used for marking market merchant information and merchant commodity information in a corresponding coordinate distribution in the three-dimensional live-action image model coordinate system to obtain a commercial merchant commodity integrated information VR cloud panoramic image; calculating the difference rate of the size of the acquired image and the size of the standard model graph through the size of the acquired image acquired by the market image and the size of the standard model graph of the three-dimensional model of the market building; automatically compensating the difference rate of the size of the coordinate system of the acquired image according to the difference rate of the size of the acquired image and the size of the standard model graph so as to achieve the consistency of the size of the acquired image and the size of the standard model graph; when the difference rate between the size of the collected image and the size of the standard model graph exceeds the set difference rate threshold range, automatically starting automatic difference rate compensation according to the calculated difference rate; when the difference rate is a positive value and is larger than the range of the set difference rate positive threshold value, the size of the collected image is compensated negatively according to the difference rate, so that the difference rate after compensation is not larger than the range of the set difference rate threshold value; when the difference rate is a negative value and is smaller than the set difference rate negative threshold range, the size of the collected image is compensated in the positive direction, so that the difference rate after compensation is not smaller than the set difference rate threshold range; the consistency of the size of the collected image and the size of the standard model graph is improved.
Preferably, VR panorama shopping guide intelligence APP branch system includes:
the VR panorama information wireless transmission subsystem is used for sending a VR panorama shopping guide intelligent APP installation package to a user mobile phone end after the user mobile phone end sends an information application, and transmitting a market merchant commodity comprehensive information VR cloud panorama to a mobile phone end VR panorama shopping guide intelligent APP through a mobile network signal after the user mobile phone end installs the VR panorama shopping guide intelligent APP;
the VR panoramic shopping guide intelligent guide subsystem is used for generating VR panoramic shopping guide intelligent guide according to the shopping mall commodity information selected by the VR panoramic shopping guide intelligent APP at the mobile phone end when the mobile phone end of the user selects the shopping mall commodity information through the VR panoramic shopping guide intelligent APP;
VR panorama shopping guide intelligence guides subsystem for guide through VR panorama shopping guide intelligence, include: the method comprises the steps of guiding information of merchants where commodities are located, guiding the floors and positions of the merchants in a market, guiding the market to reach a VR panorama of the merchants, and guiding the VR panorama of the commodities of the merchants; the customer is guided to the merchant's merchandise area for purchase.
Preferably, intelligence VR panorama shopping guide data platform management subsystem includes:
the business over VR panoramic big data updating subsystem: the system is used for managing data updating of the merchant super VR panoramic big data and updating data of the market information data, the merchant information data and the commodity information data according to a set market information data updating period, a set merchant information data updating period and a set commodity information data updating period;
the new merchant data application management subsystem: when new merchant information is added, managing the application information of the merchant with super-new merchant, and adding new application merchant data into the merchant super-VR panoramic big data in time according to the application information of the merchant;
the comprehensive information VR cloud panorama management subsystem is used for upgrading the comprehensive information VR cloud panorama through a cloud platform according to the update data of the business super VR panorama big data update subsystem and the new application business data of the new business data application management subsystem to obtain a real-time latest comprehensive information VR cloud panorama;
the VR panorama shopping guide intelligent APP management subsystem is used for pushing the latest comprehensive information VR cloud panorama to the VR panorama shopping guide intelligent APP according to the latest comprehensive information VR cloud panorama of the comprehensive information VR cloud panorama management subsystem; when the VR panoramic shopping guide intelligent APP version is upgraded, pushing the latest version of the VR panoramic shopping guide intelligent APP to the user mobile phone end;
and the intelligent VR panorama shopping guide comprehensive management subsystem is used for comprehensively managing data, information and upgrading of the super VR panorama big data, the comprehensive information VR cloud panorama and the VR panorama shopping guide intelligent APP in a shopping mall through a super VR panorama big data cloud platform, and performing comprehensive intelligent coordination management according to the method logic steps and the set sequence, the calculation amount of the cloud platform and the required calculation time.
Compared with the prior art, the invention at least comprises the following beneficial effects:
the method comprises the steps that merchant super VR panoramic big data are established according to mall building three-dimensional model data, mall image acquisition data, mall and merchant distribution data and merchant commodity information data, consistency comprehensive processing of various data can be conducted, and model data, image acquisition data, distribution data and information data of different types are subjected to consistency comprehensive processing to better establish a merchant super VR panoramic big data base; the method comprises the steps that cloud computing processing is carried out on commercial super VR panoramic big data through a commercial super VR panoramic cloud platform to obtain a market and merchant commodity comprehensive information VR cloud panoramic picture, the market and merchant commodity comprehensive information can more comprehensively reflect comprehensive data information of a market, and the commercial super VR panoramic picture can display market information at a full angle; through a market merchant commodity comprehensive information VR cloud panorama and according to market merchant commodity information selected by a mobile phone end VR panoramic shopping guide intelligent APP, VR panoramic shopping guide intelligent guide is generated to guide a customer to arrive at a merchant commodity area for shopping, panoramic intelligent guide can be used for intelligently fitting a market VR panoramic actual space state, so that the customer can better realize a space angle and omnibearing market real-scene experience; the management center carries out comprehensive management on the super VR panorama big data, the comprehensive information VR cloud panorama and the VR panorama shopping guide intelligent APP through the super VR panorama big data cloud platform management center, the comprehensive data information scene management is carried out, the comprehensive data information scene management can be carried out, the comprehensive information VR cloud panorama big data can be updated in time, the super VR panorama big data can be updated in time, and all sides of a customer market merchant can comprehensively and efficiently obtain better experience and management efficiency through the cloud platform.
Other advantages, objects, and features of the invention will be set forth in part in the description which follows and in part will become apparent to those having ordinary skill in the art upon examination of the following or may be learned from practice of the invention.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description serve to explain the principles of the invention and not to limit the invention. In the drawings:
fig. 1 is a step diagram of an intelligent VR panorama shopping guide method based on a big data cloud platform according to the present invention;
fig. 2 is a structural diagram of an intelligent VR panorama shopping guide system based on a big data cloud platform according to the present invention;
fig. 3 is a diagram of an intelligent VR panorama shopping guide intelligent guidance subsystem based on a big data cloud platform according to the present invention.
Detailed Description
The present invention is further described in detail below with reference to the drawings and examples so that those skilled in the art can practice the invention with reference to the description. As shown in fig. 1 to 3, the invention provides an intelligent VR panorama shopping guide method based on a big data cloud platform, which includes:
s100, establishing merchant super VR panoramic big data according to the data of the mall building solid model, the data of mall image acquisition, the data of mall and merchant distribution and the data of merchant commodity information;
s200, carrying out cloud computing processing on the merchant super VR panoramic big data of S100 through a merchant super VR panoramic cloud platform to obtain a market merchant commodity comprehensive information VR cloud panoramic image;
s300, generating VR panoramic shopping guide intelligent guide according to the comprehensive information VR cloud panoramic image of the market merchant commodities of S200 and the information of the market merchant commodities selected by the VR panoramic shopping guide intelligent APP at the mobile phone terminal, and guiding the customer to arrive at a merchant commodity area for shopping;
s400, comprehensively managing the business super VR panorama big data, the comprehensive information VR cloud panorama and the VR panorama shopping guide intelligent APP through a business super VR panorama cloud platform management center.
The working principle of the technical scheme is as follows: according to the market building solid model data, the market image acquisition data, the market and merchant distribution data and the merchant commodity information data, establishing merchant super VR panoramic big data through data classification and collection; carrying out cloud computing processing on the merchant super VR panoramic big data established by classifying, collecting and arranging the data through a merchant super VR panoramic cloud platform to obtain a market merchant commodity comprehensive information VR cloud panoramic image; the comprehensive information VR cloud panorama of the commodities of the shopping malls is transmitted to the mobile phone end through the comprehensive information VR cloud panorama of the commodities of the shopping malls, VR panoramic shopping guide intelligent guide is generated according to the commodity information of the shopping malls selected by the VR panoramic shopping guide intelligent APP of the mobile phone end, and customers are guided to arrive at commodity areas of the shopping malls for shopping; possess stronger comprehensive cloud management technique through super VR panorama cloud platform management center of merchant, can carry out the integrated management to super VR panorama big data of merchant, integrated information VR cloud panorama, VR panorama shopping guide intelligence APP.
The beneficial effects of the above technical scheme are: the method comprises the steps that merchant super VR panoramic big data are established according to mall building three-dimensional model data, mall image acquisition data, mall and merchant distribution data and merchant commodity information data, consistency comprehensive processing of various data can be conducted, and model data, image acquisition data, distribution data and information data of different types are subjected to consistency comprehensive processing to better establish a merchant super VR panoramic big data base; the method comprises the steps that cloud computing processing is carried out on commercial super VR panoramic big data through a commercial super VR panoramic cloud platform to obtain a market and merchant commodity comprehensive information VR cloud panoramic picture, the market and merchant commodity comprehensive information can more comprehensively reflect comprehensive data information of a market, and the commercial super VR panoramic picture can display market information at a full angle; through a market merchant commodity comprehensive information VR cloud panorama and according to market merchant commodity information selected by a mobile phone end VR panoramic shopping guide intelligent APP, VR panoramic shopping guide intelligent guide is generated to guide a customer to arrive at a merchant commodity area for shopping, panoramic intelligent guide can be used for intelligently fitting a market VR panoramic actual space state, so that the customer can better realize a space angle and omnibearing market real-scene experience; the management center carries out comprehensive management on the super VR panorama big data, the comprehensive information VR cloud panorama and the VR panorama shopping guide intelligent APP through the super VR panorama big data cloud platform management center, the comprehensive data information scene management is carried out, the comprehensive data information scene management can be carried out, the comprehensive information VR cloud panorama big data can be updated in time, the super VR panorama big data can be updated in time, and all sides of a customer market merchant can comprehensively and efficiently obtain better experience and management efficiency through the cloud platform.
In one embodiment of the present invention,
s100 includes:
s101, carrying out comprehensive modeling on the overall structure, the layering height, the channel network, the stair lift and the functional area of the mall building, and establishing stereoscopic model data of the mall building;
s102, respectively acquiring image information acquired by market camera shooting, image information acquired by merchant camera shooting, image information acquired by commodity area camera shooting and image information acquired by cruise camera shooting, and establishing market image acquisition data;
s103, establishing distribution data of the market merchants according to name book information of the market merchants and information of floors, distribution areas and position directions of the market merchants;
s104, establishing merchant commodity information data according to the internal arrangement, commodity type, commodity name and commodity position of a merchant;
s105, classifying and sorting the market building solid model data, the market image acquisition data, the market and merchant distribution data and the merchant commodity information data, classifying, collecting and inputting according to classified and sorted data types, and establishing merchant super VR panoramic big data.
The working principle of the technical scheme is as follows: carrying out comprehensive modeling on the overall structure, the layered height, the channel network, the stair lift and the functional area of the mall building, and establishing stereoscopic model data of the mall building; respectively acquiring image information acquired by market cameras, image information acquired by merchant cameras, image information acquired by commodity area cameras and image information acquired by cruise cameras, and establishing market image acquisition data; according to the name list information of the market merchants and the floor, distribution area and position direction information of the market merchants, establishing distribution data of the market merchants; establishing merchant commodity information data according to the internal arrangement, commodity type, commodity name and commodity position of a merchant; and classifying and sorting the market building solid model data, the market image acquisition data, the market and merchant distribution data and the merchant commodity information data, classifying, collecting and inputting according to the classified and sorted data types, and establishing the merchant super VR panoramic big data.
The beneficial effects of the above technical scheme are: carrying out comprehensive modeling on the overall structure, the layered height, the channel network, the stair lift and the functional area of the mall building, and establishing stereoscopic model data of the mall building; respectively acquiring image information acquired by market cameras, image information acquired by merchant cameras, image information acquired by commodity area cameras and image information acquired by cruise cameras, and establishing market image acquisition data; according to the name list information of the market merchants and the floor, distribution area and position direction information of the market merchants, establishing distribution data of the market merchants; establishing merchant commodity information data according to the internal arrangement, commodity type, commodity name and commodity position of a merchant; classifying and sorting the market building solid model data, the market image acquisition data, the market and merchant distribution data and the merchant commodity information data, classifying, collecting and inputting according to the classified and sorted data types, and establishing merchant super VR panoramic big data; the overall structure, the layering height, the channel network, the stair lift and the functional area of the mall building are comprehensively modeled, so that the comprehensive unification of data modeling is improved; the image information acquired by various modes can enable the image data to be more comprehensive and have the technical advantage of updating real-time property; the covering of the floor, the distribution area and the position direction of the shopping mall merchant is more specific; the market building three-dimensional model data, the market image acquisition data, the market and merchant distribution data and the merchant commodity information data are classified and sorted, classified and collected according to the classified and sorted data types and input, and classified and collected through data, so that various conversions of the data are reduced, and the comprehensive and real original data are kept.
In one embodiment, S200 includes:
s201, performing data cleaning on the merchant super VR panoramic big data through a merchant super VR panoramic cloud platform, removing model data interference items, integrating image acquisition data overlapping items, screening fuzzy items of merchant distribution data of a shopping mall and disordered items of merchant commodity information data;
s202, combining the data of the mall building three-dimensional model with the data of the mall image acquisition to establish a mall building three-dimensional model and a three-dimensional live-action image model of the mall image;
s203, classifying and sorting the distribution data of the market merchants and the commodity information data of the merchants, collecting the classified and sorted distribution data and commodity information data into a three-dimensional live-action image model, and establishing the coordinate positions of the three-dimensional live-action image model of the market merchants and the merchant commodities by taking the three-dimensional live-action image model as a coordinate system and the center of the three-dimensional live-action image model as a coordinate origin;
s204, marking market merchant information and merchant commodity information in a corresponding coordinate distribution in a three-dimensional live-action image model coordinate system to obtain a market merchant commodity comprehensive information VR cloud panorama; calculating the difference rate of the size of the acquired image and the size of the standard model graph through the size of the acquired image acquired by the market image and the size of the standard model graph of the three-dimensional model of the market building; automatically compensating the difference rate of the size of the coordinate system of the acquired image according to the difference rate of the size of the acquired image and the size of the standard model graph so as to achieve the consistency of the size of the acquired image and the size of the standard model graph; when the difference rate between the size of the collected image and the size of the standard model graph exceeds the set difference rate threshold range, automatically starting automatic difference rate compensation according to the calculated difference rate; when the difference rate is a positive value and is larger than the range of the set difference rate positive threshold value, the size of the collected image is compensated negatively according to the difference rate, so that the difference rate after compensation is not larger than the range of the set difference rate threshold value; when the difference rate is a negative value and is smaller than the set difference rate negative threshold range, the size of the collected image is compensated in the positive direction, so that the difference rate after compensation is not smaller than the set difference rate threshold range; the consistency of the size of the collected image and the size of the standard model graph is improved.
The working principle of the technical scheme is as follows: carrying out data cleaning on the merchant super VR panoramic big data through a merchant super VR panoramic cloud platform, and removing model data interference items, integrating image acquisition data overlapping items, screening fuzzy items of merchant distribution data of a shopping mall and disordered items of merchant commodity information data; combining the mall building three-dimensional model data with mall image acquisition data to establish a mall building three-dimensional model and a three-dimensional live-action image model of a mall image; classifying and sorting the distribution data of the market merchants and the commodity information data of the merchants, collecting the classified and sorted distribution data and the sorted commodity information data into a three-dimensional live-action image model, and establishing the coordinate positions of the three-dimensional live-action image model of the market merchants and the merchant commodities by taking the three-dimensional live-action image model as a coordinate system and the center of the three-dimensional live-action image model as a coordinate origin; marking market merchant information and merchant commodity information in a corresponding coordinate distribution in a three-dimensional live-action image model coordinate system to obtain a market merchant commodity comprehensive information VR cloud panorama;
calculating the difference rate of the size of the collected image and the size of the standard model graph through the size of the collected image collected by the market image and the size of the standard model graph of the three-dimensional model of the market building, wherein the calculation formula is as follows:
Figure BDA0003232046250000101
wherein, PsfFor acquiring the difference rate between the image size and the standard model pattern size, rho is a compensation adjustment parameter, L (P)i) Length of the ith acquired image, K (P), for mall image acquisitioni) Width of the ith acquired image, L (P), acquired for mall image acquisitionsti) The length of the ith standard model graph of the three-dimensional model of the market building, K (P)sti) The image width of the ith standard model of the three-dimensional model of the market building is shown, and n is the number of collected images; automatically compensating the difference rate of the size of the coordinate system of the acquired image according to the difference rate of the size of the acquired image and the size of the standard model graph so as to achieve the consistency of the size of the acquired image and the size of the standard model graph; when the difference rate between the size of the collected image and the size of the standard model graph exceeds the set difference rate threshold range, automatically starting automatic difference rate compensation according to the calculated difference rate; when the difference rate is a positive value and is larger than the range of the set difference rate positive threshold value, the size of the collected image is compensated negatively according to the difference rate, so that the difference rate after compensation is not larger than the range of the set difference rate threshold value; when the difference rate is a negative value and is smaller than the set difference rate negative threshold range, the size of the collected image is compensated in the positive direction, so that the difference rate after compensation is not smaller than the set difference rate threshold range; the calculation example is as follows:
Figure BDA0003232046250000102
when the difference rate between the size of the acquired image and the size of the standard model graph exceeds the set difference rate threshold range of-0.050, rho is 0.2, and i is 3, automatically starting automatic compensation of the difference rate according to the calculated difference rate; the difference rate is a positive value of 0.064 and is greater than the set difference rate positive threshold range of 0.050, the size of the acquired image is compensated according to the negative direction of the difference rate, the compensation adjustment parameter rho is increased to be 0.6, the integral adjustment coefficient is reduced, the difference rate after compensation is approximately equal to 0.048 and is not greater than the set difference rate threshold range of 0.050, the consistency of the size of the acquired image and the size of a standard model graph is improved, and the model coordinate system is matched with the acquired image more accurately.
The beneficial effects of the above technical scheme are: carrying out data cleaning on the merchant super VR panoramic big data through a merchant super VR panoramic cloud platform, and removing model data interference items, integrating image acquisition data overlapping items, screening fuzzy items of merchant distribution data of a shopping mall and disordered items of merchant commodity information data; combining the mall building three-dimensional model data with mall image acquisition data to establish a mall building three-dimensional model and a three-dimensional live-action image model of a mall image; classifying and sorting the distribution data of the market merchants and the commodity information data of the merchants, collecting the classified and sorted distribution data and the sorted commodity information data into a three-dimensional live-action image model, and establishing the coordinate positions of the three-dimensional live-action image model of the market merchants and the merchant commodities by taking the three-dimensional live-action image model as a coordinate system and the center of the three-dimensional live-action image model as a coordinate origin; marking market merchant information and merchant commodity information in a corresponding coordinate distribution in a three-dimensional live-action image model coordinate system to obtain a market merchant commodity comprehensive information VR cloud panorama;
calculating the difference rate of the size of the acquired image and the size of the standard model graph through the size of the acquired image acquired by the market image and the size of the standard model graph of the three-dimensional model of the market building; automatically compensating the difference rate of the size of the coordinate system of the acquired image according to the difference rate of the size of the acquired image and the size of the standard model graph so as to achieve the consistency of the size of the acquired image and the size of the standard model graph; when the difference rate between the size of the collected image and the size of the standard model graph exceeds the set difference rate threshold range, automatically starting automatic difference rate compensation according to the calculated difference rate; when the difference rate is a positive value and is larger than the range of the set difference rate positive threshold value, the size of the collected image is compensated negatively according to the difference rate, so that the difference rate after compensation is not larger than the range of the set difference rate threshold value; when the difference rate is a negative value and is smaller than the set difference rate negative threshold range, the size of the collected image is compensated in the positive direction, so that the difference rate after compensation is not smaller than the set difference rate threshold range; the consistency of the size of the collected image and the size of the standard model graph is improved, and the matching of the model coordinate system and the collected image is more accurate.
In one embodiment, S300 includes:
s301, after sending an information application at a user mobile phone end, sending a VR panorama shopping guide intelligent APP installation package to the user mobile phone end, and after installing the VR panorama shopping guide intelligent APP at the user mobile phone end, transmitting a market merchant commodity comprehensive information VR cloud panorama to the mobile phone end VR panorama shopping guide intelligent APP through a mobile network signal;
s302, when a user mobile phone end selects market merchant commodity information through a VR panoramic shopping guide intelligent APP, VR panoramic shopping guide intelligent guide is generated according to the market merchant commodity information selected by the VR panoramic shopping guide intelligent APP at the mobile phone end; VR panorama shopping guide intelligence guides includes: the method comprises the steps of guiding information of merchants where commodities are located, guiding the floors and positions of the merchants in a market, guiding the market to reach a VR panorama of the merchants, and guiding the VR panorama of the commodities of the merchants; through VR panorama shopping guide intelligence guide, guide customer to reach trade company's goods district and shop.
The working principle of the technical scheme is as follows: s301, transmitting a VR panorama shopping guide intelligent APP installation package to a user mobile phone end after an information application is sent by the user mobile phone end through wireless signal transmission, and transmitting a market merchant commodity comprehensive information VR cloud panorama to a mobile phone end VR panorama shopping guide intelligent APP through a mobile network signal after the VR panorama shopping guide intelligent APP is installed at the user mobile phone end through mobile phone end APP software installation; s302, when a user mobile phone end selects market merchant commodity information through a VR panoramic shopping guide intelligent APP, the mobile phone end VR panoramic shopping guide intelligent APP displays the market merchant commodity information through a VR cloud panoramic image of market merchant commodity comprehensive information, and VR panoramic shopping guide intelligent guide is generated according to the market merchant commodity information selected by the mobile phone end VR panoramic shopping guide intelligent APP; VR panorama shopping guide intelligence guides includes: the method comprises the steps of guiding information of merchants where commodities are located, guiding the floors and positions of the merchants in a market, guiding the market to reach a VR panorama of the merchants, and guiding the VR panorama of the commodities of the merchants; guiding a customer to arrive at a merchant commodity area for shopping through VR panoramic shopping guide intelligent guidance; through the three-dimensional coordinate model of cell-phone end VR panorama shopping guide intelligence APP and establishment, carry out indoor coordinate location and carry out the panorama simultaneously and guide, solved the plane navigation and can't carry out the technical problem of three-dimensional and outdoor scene.
The beneficial effects of the above technical scheme are: after the user mobile phone end sends an information application, a VR panorama shopping guide intelligent APP installation package is sent to the user mobile phone end, and after the VR panorama shopping guide intelligent APP is installed at the user mobile phone end, a market merchant commodity comprehensive information VR cloud panorama is transmitted to a mobile phone end VR panorama shopping guide intelligent APP through a mobile network signal; when a user mobile phone end selects market merchant commodity information through the VR panoramic shopping guide intelligent APP, generating VR panoramic shopping guide intelligent guide according to the market merchant commodity information selected by the VR panoramic shopping guide intelligent APP at the mobile phone end; VR panorama shopping guide intelligence guides includes: the method comprises the steps of guiding information of merchants where commodities are located, guiding the floors and positions of the merchants in a market, guiding the market to reach a VR panorama of the merchants, and guiding the VR panorama of the commodities of the merchants; guiding a customer to arrive at a merchant commodity area for shopping through VR panoramic shopping guide intelligent guidance; the VR panorama shopping guide intelligent APP enables a user to carry out VR panorama shopping guide intelligent operation at a mobile phone end; through the three-dimensional coordinate model of cell-phone end VR panorama shopping guide intelligence APP and establishment, carry out indoor coordinate location and carry out the panorama simultaneously and guide, solved the plane navigation and can't carry out the technical problem of three-dimensional and outdoor scene.
In one embodiment, S400 includes:
s401, managing data updating of the merchant super VR panoramic big data, and updating data of the market information data, the merchant information data and the commodity information data according to a set market information data updating period, a set merchant information data updating period and a set commodity information data updating period;
s402, when new merchant information is added, managing the application information of the merchant with super-new merchant, and adding new application merchant data into the merchant super-VR panoramic big data in time according to the application information of the merchant;
s403, according to the updated data of the business super VR panoramic big data and the new application business data applied by the new business data S402 in the S401, upgrading the comprehensive information VR cloud panoramic image through the cloud platform to obtain a real-time latest comprehensive information VR cloud panoramic image;
s404, pushing the latest comprehensive information VR cloud panorama to a VR panorama shopping guide intelligent APP according to the latest comprehensive information VR cloud panorama of the comprehensive information VR cloud panorama management subsystem in the S403; when the VR panoramic shopping guide intelligent APP version is upgraded, pushing the latest version of the VR panoramic shopping guide intelligent APP to the user mobile phone end;
s405, the comprehensive management method is used for comprehensively managing data, information and upgrading of the business super VR panoramic big data, the comprehensive information VR cloud panorama and the VR panoramic shopping guide intelligent APP in a shopping mall through the business super VR panoramic big data cloud platform, and according to the method logic steps, comprehensive intelligent coordination management is conducted according to the set sequence, the calculation amount occupied by the cloud platform and the required calculation time.
The working principle of the technical scheme is as follows: s401, managing data updating of the merchant super VR panoramic big data, and updating data of the market information data, the merchant information data and the commodity information data according to a set market information data updating period, a set merchant information data updating period and a set commodity information data updating period; s402, when new merchant information is added, managing the application information of the merchant with super-new merchant, and adding new application merchant data into the merchant super-VR panoramic big data in time according to the application information of the merchant; s403, according to the updated data of the business super VR panoramic big data and the new application business data applied by the new business data S402 in the S401, upgrading the comprehensive information VR cloud panoramic image through the cloud platform to obtain a real-time latest comprehensive information VR cloud panoramic image; s404, pushing the latest comprehensive information VR cloud panorama to a VR panorama shopping guide intelligent APP according to the latest comprehensive information VR cloud panorama of the comprehensive information VR cloud panorama management subsystem in the S403; when the VR panoramic shopping guide intelligent APP version is upgraded, pushing the latest version of the VR panoramic shopping guide intelligent APP to the user mobile phone end; s405, the comprehensive management method is used for comprehensively managing data, information and upgrading of the business super VR panoramic big data, the comprehensive information VR cloud panorama and the VR panoramic shopping guide intelligent APP in a shopping mall through the business super VR panoramic big data cloud platform, and according to the method logic steps, comprehensive intelligent coordination management is conducted according to the set sequence, the calculation amount occupied by the cloud platform and the required calculation time.
The beneficial effects of the above technical scheme are: managing data updating of the merchant super VR panoramic big data, and updating data of the market information data, the merchant information data and the commodity information data according to a set market information data updating period, a set merchant information data updating period and a set commodity information data updating period; when new merchant information is added, managing the application information of the merchant with super-new merchant, and adding new application merchant data into the merchant super-VR panoramic big data in time according to the application information of the merchant; according to the updating data of the business super VR panoramic big data and the new application business data applied by the new business data S402 in the S401, upgrading the comprehensive information VR cloud panoramic image through the cloud platform to obtain a real-time latest comprehensive information VR cloud panoramic image; pushing the latest comprehensive information VR cloud panorama to a VR panorama shopping guide intelligent APP according to the latest comprehensive information VR cloud panorama of the comprehensive information VR cloud panorama management subsystem in the S403; when the VR panoramic shopping guide intelligent APP version is upgraded, pushing the latest version of the VR panoramic shopping guide intelligent APP to the user mobile phone end; the comprehensive intelligent coordination management method is used for comprehensively managing data, information and upgrading of the commercial super VR panoramic big data, the comprehensive information VR cloud panoramic image and the VR panoramic shopping guide intelligent APP in a shopping mall through a commercial super VR panoramic big data cloud platform, and carrying out comprehensive intelligent coordination management according to the set sequence, the calculation amount occupied by the cloud platform and the required calculation time according to the logic steps of the method; efficiency updating timeliness and comprehensive management level of data management are improved.
An intelligence VR panorama shopping guide system based on big data cloud platform includes:
the system comprises a shop super VR panoramic big data subsystem, a shop super VR panoramic big data subsystem and a shop super VR panoramic big data subsystem, wherein the shop super VR panoramic big data subsystem is used for establishing shop super VR panoramic big data according to shop building stereoscopic model data, shop image acquisition data, shop and merchant distribution data and merchant commodity information data;
the system comprises a business super comprehensive VR panoramic cloud platform subsystem, a market merchant commodity comprehensive information VR cloud panoramic image and a market merchant commodity comprehensive information VR panoramic image, wherein the business super comprehensive VR panoramic cloud platform subsystem is used for carrying out cloud computing processing on business super VR panoramic big data through a business super VR panoramic cloud platform to obtain a market merchant commodity comprehensive information VR cloud panoramic image;
the VR panoramic shopping guide intelligent APP subsystem is used for generating VR panoramic shopping guide intelligent guide according to the shopping mall merchant commodity information selected by the VR panoramic shopping guide intelligent APP at the mobile phone end through a shopping mall merchant commodity comprehensive information VR cloud panorama, and guiding a customer to arrive at a merchant commodity area for shopping;
intelligence VR panorama shopping guide data platform management subsystem for surpassing VR panorama big data, integrated information VR cloud panorama, VR panorama shopping guide intelligence APP and carrying out the integrated management to the commodity through commodity super VR panorama big data cloud platform.
The working principle of the technical scheme is as follows:
the system comprises a shop super VR panoramic big data subsystem, a shop super VR panoramic big data subsystem and a shop super VR panoramic big data subsystem, wherein the shop super VR panoramic big data subsystem is used for establishing shop super VR panoramic big data according to shop building stereoscopic model data, shop image acquisition data, shop and merchant distribution data and merchant commodity information data;
the system comprises a business super comprehensive VR panoramic cloud platform subsystem, a market merchant commodity comprehensive information VR cloud panoramic image and a market merchant commodity comprehensive information VR panoramic image, wherein the business super comprehensive VR panoramic cloud platform subsystem is used for carrying out cloud computing processing on business super VR panoramic big data through a business super VR panoramic cloud platform to obtain a market merchant commodity comprehensive information VR cloud panoramic image;
the VR panoramic shopping guide intelligent APP subsystem is used for generating VR panoramic shopping guide intelligent guide according to the shopping mall merchant commodity information selected by the VR panoramic shopping guide intelligent APP at the mobile phone end through a shopping mall merchant commodity comprehensive information VR cloud panorama, and guiding a customer to arrive at a merchant commodity area for shopping;
intelligence VR panorama shopping guide data platform management subsystem for surpassing VR panorama big data, integrated information VR cloud panorama, VR panorama shopping guide intelligence APP and carrying out the integrated management to the commodity through commodity super VR panorama big data cloud platform.
The beneficial effects of the above technical scheme are: establishing merchant super VR panoramic big data according to the data of the mall building solid model, the data of mall image acquisition, the data of mall merchant distribution and the data of merchant commodity information; the system comprises a business super comprehensive VR panoramic cloud platform subsystem, a market merchant commodity comprehensive information VR cloud panoramic image and a market merchant commodity comprehensive information VR panoramic image, wherein the business super comprehensive VR panoramic cloud platform subsystem is used for carrying out cloud computing processing on business super VR panoramic big data through a business super VR panoramic cloud platform to obtain a market merchant commodity comprehensive information VR cloud panoramic image; the VR panoramic shopping guide intelligent APP subsystem is used for generating VR panoramic shopping guide intelligent guide according to the shopping mall merchant commodity information selected by the VR panoramic shopping guide intelligent APP at the mobile phone end through a shopping mall merchant commodity comprehensive information VR cloud panorama, and guiding a customer to arrive at a merchant commodity area for shopping; the intelligent VR panoramic shopping guide data platform management subsystem is used for comprehensively managing the super VR panoramic big data, the comprehensive information VR cloud panorama and the VR panoramic shopping guide intelligent APP through the super VR panoramic big data cloud platform; the method comprises the steps that merchant super VR panoramic big data are established according to mall building three-dimensional model data, mall image acquisition data, mall and merchant distribution data and merchant commodity information data, consistency comprehensive processing of various data can be conducted, and model data, image acquisition data, distribution data and information data of different types are subjected to consistency comprehensive processing to better establish a merchant super VR panoramic big data base; the method comprises the steps that cloud computing processing is carried out on commercial super VR panoramic big data through a commercial super VR panoramic cloud platform to obtain a market and merchant commodity comprehensive information VR cloud panoramic picture, the market and merchant commodity comprehensive information can more comprehensively reflect comprehensive data information of a market, and the commercial super VR panoramic picture can display market information at a full angle; through a market merchant commodity comprehensive information VR cloud panorama and according to market merchant commodity information selected by a mobile phone end VR panoramic shopping guide intelligent APP, VR panoramic shopping guide intelligent guide is generated to guide a customer to arrive at a merchant commodity area for shopping, panoramic intelligent guide can be used for intelligently fitting a market VR panoramic actual space state, so that the customer can better realize a space angle and omnibearing market real-scene experience; the management center carries out comprehensive management on the super VR panorama big data, the comprehensive information VR cloud panorama and the VR panorama shopping guide intelligent APP through the super VR panorama big data cloud platform management center, the comprehensive data information scene management is carried out, the comprehensive data information scene management can be carried out, the comprehensive information VR cloud panorama big data can be updated in time, the super VR panorama big data can be updated in time, and all sides of a customer market merchant can comprehensively and efficiently obtain better experience and management efficiency through the cloud platform.
In one embodiment, the business over VR panoramic big data subsystem comprises:
the system comprises a shopping mall building three-dimensional model subsystem, a data processing subsystem and a data processing subsystem, wherein the shopping mall building three-dimensional model subsystem is used for comprehensively modeling the whole structure, the layered height, the channel network, the stair lift and the functional area of a shopping mall building and establishing data of a shopping mall building three-dimensional model;
the system comprises a mall image acquisition subsystem, a market image acquisition subsystem and a market management subsystem, wherein the mall image acquisition subsystem is used for respectively acquiring image information acquired by mall camera shooting, image information acquired by merchant camera shooting, image information acquired by commodity area camera shooting and image information acquired by cruise camera shooting, and establishing mall image acquisition data;
the market merchant distribution subsystem is used for establishing market merchant distribution data according to the name list information of the market merchants and the information of the floors, distribution areas and position directions of the market merchants;
the merchant commodity information subsystem is used for establishing merchant commodity information data according to the internal arrangement, commodity type, commodity name and commodity position of a merchant;
and the business super VR panoramic big data collection subsystem is used for classifying and sorting the market building three-dimensional model data, the market image acquisition data, the market and merchant distribution data and the merchant commodity information data, classifying and collecting the data according to the classified and sorted data types, and inputting the data to establish the business super VR panoramic big data.
The working principle of the technical scheme is as follows:
the system comprises a shopping mall building three-dimensional model subsystem, a data processing subsystem and a data processing subsystem, wherein the shopping mall building three-dimensional model subsystem is used for comprehensively modeling the whole structure, the layered height, the channel network, the stair lift and the functional area of a shopping mall building and establishing data of a shopping mall building three-dimensional model;
the system comprises a mall image acquisition subsystem, a market image acquisition subsystem and a market management subsystem, wherein the mall image acquisition subsystem is used for respectively acquiring image information acquired by mall camera shooting, image information acquired by merchant camera shooting, image information acquired by commodity area camera shooting and image information acquired by cruise camera shooting, and establishing mall image acquisition data;
the market merchant distribution subsystem is used for establishing market merchant distribution data according to the name list information of the market merchants and the information of the floors, distribution areas and position directions of the market merchants;
the merchant commodity information subsystem is used for establishing merchant commodity information data according to the internal arrangement, commodity type, commodity name and commodity position of a merchant;
and the business super VR panoramic big data collection subsystem is used for classifying and sorting the market building three-dimensional model data, the market image acquisition data, the market and merchant distribution data and the merchant commodity information data, classifying and collecting the data according to the classified and sorted data types, and inputting the data to establish the business super VR panoramic big data.
The beneficial effects of the above technical scheme are: the system comprises a shopping mall building three-dimensional model subsystem, a data processing subsystem and a data processing subsystem, wherein the shopping mall building three-dimensional model subsystem is used for comprehensively modeling the whole structure, the layered height, the channel network, the stair lift and the functional area of a shopping mall building and establishing data of a shopping mall building three-dimensional model; the system comprises a mall image acquisition subsystem, a market image acquisition subsystem and a market management subsystem, wherein the mall image acquisition subsystem is used for respectively acquiring image information acquired by mall camera shooting, image information acquired by merchant camera shooting, image information acquired by commodity area camera shooting and image information acquired by cruise camera shooting, and establishing mall image acquisition data; the market merchant distribution subsystem is used for establishing market merchant distribution data according to the name list information of the market merchants and the information of the floors, distribution areas and position directions of the market merchants; the merchant commodity information subsystem is used for establishing merchant commodity information data according to the internal arrangement, commodity type, commodity name and commodity position of a merchant; the system comprises a business super VR panoramic big data collecting subsystem, a business super VR panoramic big data collecting subsystem and a business super VR panoramic big data collecting subsystem, wherein the business super VR panoramic big data collecting subsystem is used for classifying and sorting the market building three-dimensional model data, the market image collecting data, the market and business distribution data and the business commodity information data, and performing classified collection and input according to the classified and sorted data types to establish the business super VR panoramic big data; the overall structure, the layering height, the channel network, the stair lift and the functional area of the mall building are comprehensively modeled, so that the comprehensive unification of data modeling is improved; the image information acquired by various modes can enable the image data to be more comprehensive and have the technical advantage of updating real-time property; the covering of the floor, the distribution area and the position direction of the shopping mall merchant is more specific; the market building three-dimensional model data, the market image acquisition data, the market and merchant distribution data and the merchant commodity information data are classified and sorted, classified and collected according to the classified and sorted data types and input, and classified and collected through data, so that various conversions of the data are reduced, and the comprehensive and real original data are kept.
In one embodiment, the quotient super integrated VR panorama cloud platform subsystem comprises:
the VR panorama cloud platform data cleaning subsystem is used for carrying out data cleaning on the merchant super VR panorama big data through the merchant super VR panorama cloud platform, removing model data interference items, integrating image acquisition data overlapping items, screening fuzzy items of distribution data of shopping mall merchants and disordered items of merchant commodity information data;
the VR panorama cloud platform stereoscopic live-action model subsystem is used for combining the shopping mall building stereoscopic model data and the shopping mall image acquisition data to establish a shopping mall building stereoscopic model and a stereoscopic live-action image model of a shopping mall image;
the VR panoramic cloud platform live-action model coordinate subsystem is used for classifying and sorting the distribution data of the market merchants and the commodity information data of the merchants, collecting the classified and sorted data into a three-dimensional live-action image model, and establishing the coordinate positions of the three-dimensional live-action image model of the market merchants and the commodities of the merchants by taking the three-dimensional live-action image model as a coordinate system;
the system comprises a commercial super integrated VR panoramic information subsystem, a three-dimensional live-action image model coordinate system and a commercial super integrated VR panoramic information subsystem, wherein the commercial super integrated VR panoramic information subsystem is used for marking market merchant information and merchant commodity information in a corresponding coordinate distribution in the three-dimensional live-action image model coordinate system to obtain a commercial merchant commodity integrated information VR cloud panoramic image; calculating the difference rate of the size of the acquired image and the size of the standard model graph through the size of the acquired image acquired by the market image and the size of the standard model graph of the three-dimensional model of the market building; automatically compensating the difference rate of the size of the coordinate system of the acquired image according to the difference rate of the size of the acquired image and the size of the standard model graph so as to achieve the consistency of the size of the acquired image and the size of the standard model graph; when the difference rate between the size of the collected image and the size of the standard model graph exceeds the set difference rate threshold range, automatically starting automatic difference rate compensation according to the calculated difference rate; when the difference rate is a positive value and is larger than the range of the set difference rate positive threshold value, the size of the collected image is compensated negatively according to the difference rate, so that the difference rate after compensation is not larger than the range of the set difference rate threshold value; when the difference rate is a negative value and is smaller than the set difference rate negative threshold range, the size of the collected image is compensated in the positive direction, so that the difference rate after compensation is not smaller than the set difference rate threshold range; the consistency of the size of the collected image and the size of the standard model graph is improved.
The working principle of the technical scheme is as follows:
the VR panorama cloud platform data cleaning subsystem is used for carrying out data cleaning on the merchant super VR panorama big data through the merchant super VR panorama cloud platform, removing model data interference items, integrating image acquisition data overlapping items, screening fuzzy items of distribution data of shopping mall merchants and disordered items of merchant commodity information data;
the VR panorama cloud platform stereoscopic live-action model subsystem is used for combining the shopping mall building stereoscopic model data and the shopping mall image acquisition data to establish a shopping mall building stereoscopic model and a stereoscopic live-action image model of a shopping mall image;
the VR panoramic cloud platform live-action model coordinate subsystem is used for classifying and sorting the distribution data of the market merchants and the commodity information data of the merchants, collecting the classified and sorted data into a three-dimensional live-action image model, and establishing the coordinate positions of the three-dimensional live-action image model of the market merchants and the commodities of the merchants by taking the three-dimensional live-action image model as a coordinate system;
the system comprises a commercial super integrated VR panoramic information subsystem, a three-dimensional live-action image model coordinate system and a commercial super integrated VR panoramic information subsystem, wherein the commercial super integrated VR panoramic information subsystem is used for marking market merchant information and merchant commodity information in a corresponding coordinate distribution in the three-dimensional live-action image model coordinate system to obtain a commercial merchant commodity integrated information VR cloud panoramic image;
calculating the difference rate of the size of the collected image and the size of the standard model graph through the size of the collected image collected by the market image and the size of the standard model graph of the three-dimensional model of the market building, wherein the calculation formula is as follows:
Figure BDA0003232046250000171
wherein, PsfFor acquiring the difference rate between the image size and the standard model pattern size, rho is a compensation adjustment parameter, L (P)i) Length of the ith acquired image, K (P), for mall image acquisitioni) Width of the ith acquired image, L (P), acquired for mall image acquisitionsti) The length of the ith standard model graph of the three-dimensional model of the market building, K (P)sti) The image width of the ith standard model of the three-dimensional model of the market building is shown, and n is the number of collected images; automatically compensating the difference rate of the size of the coordinate system of the acquired image according to the difference rate of the size of the acquired image and the size of the standard model graph so as to achieve the consistency of the size of the acquired image and the size of the standard model graph; when the difference rate between the size of the collected image and the size of the standard model graph exceeds the set difference rate threshold range, automatically starting automatic difference rate compensation according to the calculated difference rate; when the difference rate is a positive value and is larger than the range of the set difference rate positive threshold value, the size of the collected image is compensated negatively according to the difference rate, so that the difference rate after compensation is not larger than the range of the set difference rate threshold value; when the difference rate is negative and less thanIf the set difference rate is within the negative threshold range, the size of the acquired image is compensated in the positive direction, so that the compensated difference rate is not smaller than the set difference rate threshold range; the calculation example is as follows:
Figure BDA0003232046250000181
when the difference rate between the size of the acquired image and the size of the standard model graph exceeds the set difference rate threshold range of-0.050, rho is 0.2, and i is 3, automatically starting automatic compensation of the difference rate according to the calculated difference rate; the difference rate is a positive value of 0.064 and is greater than the set difference rate positive threshold range of 0.050, the size of the acquired image is compensated according to the negative direction of the difference rate, the compensation adjustment parameter rho is increased to be 0.6, the integral adjustment coefficient is reduced, the difference rate after compensation is approximately equal to 0.048 and is not greater than the set difference rate threshold range of 0.050, the consistency of the size of the acquired image and the size of a standard model graph is improved, and the model coordinate system is matched with the acquired image more accurately.
The beneficial effects of the above technical scheme are: the VR panorama cloud platform data cleaning subsystem is used for carrying out data cleaning on the merchant super VR panorama big data through the merchant super VR panorama cloud platform, removing model data interference items, integrating image acquisition data overlapping items, screening fuzzy items of distribution data of shopping mall merchants and disordered items of merchant commodity information data; the VR panorama cloud platform stereoscopic live-action model subsystem is used for combining the shopping mall building stereoscopic model data and the shopping mall image acquisition data to establish a shopping mall building stereoscopic model and a stereoscopic live-action image model of a shopping mall image; the VR panoramic cloud platform live-action model coordinate subsystem is used for classifying and sorting the distribution data of the market merchants and the commodity information data of the merchants, collecting the classified and sorted data into a three-dimensional live-action image model, and establishing the coordinate positions of the three-dimensional live-action image model of the market merchants and the commodities of the merchants by taking the three-dimensional live-action image model as a coordinate system; the system comprises a commercial super integrated VR panoramic information subsystem, a three-dimensional live-action image model coordinate system and a commercial super integrated VR panoramic information subsystem, wherein the commercial super integrated VR panoramic information subsystem is used for marking market merchant information and merchant commodity information in a corresponding coordinate distribution in the three-dimensional live-action image model coordinate system to obtain a commercial merchant commodity integrated information VR cloud panoramic image;
calculating the difference rate of the size of the acquired image and the size of the standard model graph through the size of the acquired image acquired by the market image and the size of the standard model graph of the three-dimensional model of the market building; automatically compensating the difference rate of the size of the coordinate system of the acquired image according to the difference rate of the size of the acquired image and the size of the standard model graph so as to achieve the consistency of the size of the acquired image and the size of the standard model graph; when the difference rate between the size of the collected image and the size of the standard model graph exceeds the set difference rate threshold range, automatically starting automatic difference rate compensation according to the calculated difference rate; when the difference rate is a positive value and is larger than the range of the set difference rate positive threshold value, the size of the collected image is compensated negatively according to the difference rate, so that the difference rate after compensation is not larger than the range of the set difference rate threshold value; when the difference rate is a negative value and is smaller than the set difference rate negative threshold range, the size of the collected image is compensated in the positive direction, so that the difference rate after compensation is not smaller than the set difference rate threshold range; the consistency of the size of the collected image and the size of the standard model graph is improved, and the matching of the model coordinate system and the collected image is more accurate.
In one embodiment, the VR panorama shopping guide intelligence APP subsystem includes:
the VR panorama information wireless transmission subsystem is used for sending a VR panorama shopping guide intelligent APP installation package to a user mobile phone end after the user mobile phone end sends an information application, and transmitting a market merchant commodity comprehensive information VR cloud panorama to a mobile phone end VR panorama shopping guide intelligent APP through a mobile network signal after the user mobile phone end installs the VR panorama shopping guide intelligent APP;
the VR panoramic shopping guide intelligent guide subsystem is used for generating VR panoramic shopping guide intelligent guide according to the shopping mall commodity information selected by the VR panoramic shopping guide intelligent APP at the mobile phone end when the mobile phone end of the user selects the shopping mall commodity information through the VR panoramic shopping guide intelligent APP;
VR panorama shopping guide intelligence guides subsystem for guide through VR panorama shopping guide intelligence, include: the method comprises the steps of guiding information of merchants where commodities are located, guiding the floors and positions of the merchants in a market, guiding the market to reach a VR panorama of the merchants, and guiding the VR panorama of the commodities of the merchants; the customer is guided to the merchant's merchandise area for purchase.
The working principle of the technical scheme is as follows:
the VR panorama information wireless transmission subsystem is used for sending a VR panorama shopping guide intelligent APP installation package to a user mobile phone end after the user mobile phone end sends an information application, and transmitting a market merchant commodity comprehensive information VR cloud panorama to a mobile phone end VR panorama shopping guide intelligent APP through a mobile network signal after the user mobile phone end installs the VR panorama shopping guide intelligent APP; the VR panoramic shopping guide intelligent guide subsystem is used for generating VR panoramic shopping guide intelligent guide according to the shopping mall commodity information selected by the VR panoramic shopping guide intelligent APP at the mobile phone end when the mobile phone end of the user selects the shopping mall commodity information through the VR panoramic shopping guide intelligent APP; VR panorama shopping guide intelligence guides subsystem for guide through VR panorama shopping guide intelligence, include: the method comprises the steps of guiding information of merchants where commodities are located, guiding the floors and positions of the merchants in a market, guiding the market to reach a VR panorama of the merchants, and guiding the VR panorama of the commodities of the merchants; the customer is guided to the merchant's merchandise area for purchase.
The beneficial effects of the above technical scheme are: the VR panorama information wireless transmission subsystem is used for sending a VR panorama shopping guide intelligent APP installation package to a user mobile phone end after the user mobile phone end sends an information application, and transmitting a market merchant commodity comprehensive information VR cloud panorama to a mobile phone end VR panorama shopping guide intelligent APP through a mobile network signal after the user mobile phone end installs the VR panorama shopping guide intelligent APP; the VR panoramic shopping guide intelligent guide subsystem is used for generating VR panoramic shopping guide intelligent guide according to the shopping mall commodity information selected by the VR panoramic shopping guide intelligent APP at the mobile phone end when the mobile phone end of the user selects the shopping mall commodity information through the VR panoramic shopping guide intelligent APP; VR panorama shopping guide intelligence guides subsystem for guide through VR panorama shopping guide intelligence, include: the method comprises the steps of guiding information of merchants where commodities are located, guiding the floors and positions of the merchants in a market, guiding the market to reach a VR panorama of the merchants, and guiding the VR panorama of the commodities of the merchants; guiding the customer to arrive at a merchant commodity area for shopping; guiding a customer to arrive at a merchant commodity area for shopping through VR panoramic shopping guide intelligent guidance; the VR panorama shopping guide intelligent APP enables a user to carry out VR panorama shopping guide intelligent operation at a mobile phone end; through the three-dimensional coordinate model of cell-phone end VR panorama shopping guide intelligence APP and establishment, carry out indoor coordinate location and carry out the panorama simultaneously and guide, solved the plane navigation and can't carry out the technical problem of three-dimensional and outdoor scene.
In one embodiment, the intelligent VR panorama shopping guide data platform management subsystem comprises:
the business over VR panoramic big data updating subsystem: the system is used for managing data updating of the merchant super VR panoramic big data and updating data of the market information data, the merchant information data and the commodity information data according to a set market information data updating period, a set merchant information data updating period and a set commodity information data updating period;
the new merchant data application management subsystem: when new merchant information is added, managing the application information of the merchant with super-new merchant, and adding new application merchant data into the merchant super-VR panoramic big data in time according to the application information of the merchant;
the comprehensive information VR cloud panorama management subsystem is used for upgrading the comprehensive information VR cloud panorama through a cloud platform according to the update data of the business super VR panorama big data update subsystem and the new application business data of the new business data application management subsystem to obtain a real-time latest comprehensive information VR cloud panorama;
the VR panorama shopping guide intelligent APP management subsystem is used for pushing the latest comprehensive information VR cloud panorama to the VR panorama shopping guide intelligent APP according to the latest comprehensive information VR cloud panorama of the comprehensive information VR cloud panorama management subsystem; when the VR panoramic shopping guide intelligent APP version is upgraded, pushing the latest version of the VR panoramic shopping guide intelligent APP to the user mobile phone end;
and the intelligent VR panorama shopping guide comprehensive management subsystem is used for comprehensively managing data, information and upgrading of the super VR panorama big data, the comprehensive information VR cloud panorama and the VR panorama shopping guide intelligent APP in a shopping mall through a super VR panorama big data cloud platform, and performing comprehensive intelligent coordination management according to the method logic steps and the set sequence, the calculation amount of the cloud platform and the required calculation time.
The working principle of the technical scheme is as follows:
the business over VR panoramic big data updating subsystem: the system is used for managing data updating of the merchant super VR panoramic big data and updating data of the market information data, the merchant information data and the commodity information data according to a set market information data updating period, a set merchant information data updating period and a set commodity information data updating period;
the new merchant data application management subsystem: when new merchant information is added, managing the application information of the merchant with super-new merchant, and adding new application merchant data into the merchant super-VR panoramic big data in time according to the application information of the merchant;
the comprehensive information VR cloud panorama management subsystem is used for upgrading the comprehensive information VR cloud panorama through a cloud platform according to the update data of the business super VR panorama big data update subsystem and the new application business data of the new business data application management subsystem to obtain a real-time latest comprehensive information VR cloud panorama;
the VR panorama shopping guide intelligent APP management subsystem is used for pushing the latest comprehensive information VR cloud panorama to the VR panorama shopping guide intelligent APP according to the latest comprehensive information VR cloud panorama of the comprehensive information VR cloud panorama management subsystem; when the VR panoramic shopping guide intelligent APP version is upgraded, pushing the latest version of the VR panoramic shopping guide intelligent APP to the user mobile phone end;
and the intelligent VR panorama shopping guide comprehensive management subsystem is used for comprehensively managing data, information and upgrading of the super VR panorama big data, the comprehensive information VR cloud panorama and the VR panorama shopping guide intelligent APP in a shopping mall through a super VR panorama big data cloud platform, and performing comprehensive intelligent coordination management according to the method logic steps and the set sequence, the calculation amount of the cloud platform and the required calculation time.
The beneficial effects of the above technical scheme are: the business over VR panoramic big data updating subsystem: the system is used for managing data updating of the merchant super VR panoramic big data and updating data of the market information data, the merchant information data and the commodity information data according to a set market information data updating period, a set merchant information data updating period and a set commodity information data updating period;
the new merchant data application management subsystem: when new merchant information is added, managing the application information of the merchant with super-new merchant, and adding new application merchant data into the merchant super-VR panoramic big data in time according to the application information of the merchant; the comprehensive information VR cloud panorama management subsystem is used for upgrading the comprehensive information VR cloud panorama through a cloud platform according to the update data of the business super VR panorama big data update subsystem and the new application business data of the new business data application management subsystem to obtain a real-time latest comprehensive information VR cloud panorama; the VR panorama shopping guide intelligent APP management subsystem is used for pushing the latest comprehensive information VR cloud panorama to the VR panorama shopping guide intelligent APP according to the latest comprehensive information VR cloud panorama of the comprehensive information VR cloud panorama management subsystem; when the VR panoramic shopping guide intelligent APP version is upgraded, pushing the latest version of the VR panoramic shopping guide intelligent APP to the user mobile phone end; the intelligent VR panorama shopping guide comprehensive management subsystem is used for comprehensively managing data, information and upgrading of the super VR panorama big data, the comprehensive information VR cloud panorama and the VR panorama shopping guide intelligent APP in a shopping mall through a super VR panorama big data cloud platform, and performing comprehensive intelligent coordination management according to the method logic steps and the set sequence, the calculation amount occupied by the cloud platform and the required calculation time; efficiency updating timeliness and comprehensive management level of data management are improved.
While embodiments of the invention have been disclosed above, it is not limited to the applications set forth in the description and the embodiments, which are fully applicable in various fields of endeavor to which the invention pertains, and further modifications may readily be made by those skilled in the art, it being understood that the invention is not limited to the details shown and described herein without departing from the general concept defined by the appended claims and their equivalents.

Claims (10)

1. An intelligent VR panorama shopping guide method based on a big data cloud platform is characterized by comprising the following steps:
s100, establishing merchant super VR panoramic big data according to the data of the mall building solid model, the data of mall image acquisition, the data of mall and merchant distribution and the data of merchant commodity information;
s200, carrying out cloud computing processing on the merchant super VR panoramic big data of S100 through a merchant super VR panoramic cloud platform to obtain a market merchant commodity comprehensive information VR cloud panoramic image;
s300, generating VR panoramic shopping guide intelligent guide according to the comprehensive information VR cloud panoramic image of the market merchant commodities of S200 and the information of the market merchant commodities selected by the VR panoramic shopping guide intelligent APP at the mobile phone terminal, and guiding the customer to arrive at a merchant commodity area for shopping;
s400, comprehensively managing the business super VR panorama big data, the comprehensive information VR cloud panorama and the VR panorama shopping guide intelligent APP through a business super VR panorama cloud platform management center.
2. The intelligent VR panorama shopping guide method based on big data cloud platform of claim 1,
s100 includes:
s101, carrying out comprehensive modeling on the overall structure, the layering height, the channel network, the stair lift and the functional area of the mall building, and establishing stereoscopic model data of the mall building;
s102, respectively acquiring image information acquired by market camera shooting, image information acquired by merchant camera shooting, image information acquired by commodity area camera shooting and image information acquired by cruise camera shooting, and establishing market image acquisition data;
s103, establishing distribution data of the market merchants according to name book information of the market merchants and information of floors, distribution areas and position directions of the market merchants;
s104, establishing merchant commodity information data according to the internal arrangement, commodity type, commodity name and commodity position of a merchant;
s105, classifying and sorting the market building solid model data, the market image acquisition data, the market and merchant distribution data and the merchant commodity information data, classifying, collecting and inputting according to classified and sorted data types, and establishing merchant super VR panoramic big data.
3. The intelligent VR panorama shopping guide method of claim 1, wherein S200 comprises:
s201, performing data cleaning on the merchant super VR panoramic big data through a merchant super VR panoramic cloud platform, removing model data interference items, integrating image acquisition data overlapping items, screening fuzzy items of merchant distribution data of a shopping mall and disordered items of merchant commodity information data;
s202, combining the data of the mall building three-dimensional model with the data of the mall image acquisition to establish a mall building three-dimensional model and a three-dimensional live-action image model of the mall image;
s203, classifying and sorting the distribution data of the market merchants and the commodity information data of the merchants, collecting the classified and sorted distribution data and commodity information data into a three-dimensional live-action image model, and establishing the coordinate positions of the three-dimensional live-action image model of the market merchants and the merchant commodities by taking the three-dimensional live-action image model as a coordinate system and the center of the three-dimensional live-action image model as a coordinate origin;
s204, marking market merchant information and merchant commodity information in a corresponding coordinate distribution in a three-dimensional live-action image model coordinate system to obtain a market merchant commodity comprehensive information VR cloud panorama; calculating the difference rate of the size of the acquired image and the size of the standard model graph through the size of the acquired image acquired by the market image and the size of the standard model graph of the three-dimensional model of the market building; automatically compensating the difference rate of the size of the coordinate system of the acquired image according to the difference rate of the size of the acquired image and the size of the standard model graph so as to achieve the consistency of the size of the acquired image and the size of the standard model graph; when the difference rate between the size of the collected image and the size of the standard model graph exceeds the set difference rate threshold range, automatically starting automatic difference rate compensation according to the calculated difference rate; when the difference rate is a positive value and is larger than the range of the set difference rate positive threshold value, the size of the collected image is compensated negatively according to the difference rate, so that the difference rate after compensation is not larger than the range of the set difference rate threshold value; when the difference rate is a negative value and is smaller than the set difference rate negative threshold range, the size of the collected image is compensated in the positive direction, so that the difference rate after compensation is not smaller than the set difference rate threshold range; the consistency of the size of the collected image and the size of the standard model graph is improved.
4. The intelligent VR panorama shopping guide method based on big data cloud platform of claim 1, wherein S300 comprises:
s301, after sending an information application at a user mobile phone end, sending a VR panorama shopping guide intelligent APP installation package to the user mobile phone end, and after installing the VR panorama shopping guide intelligent APP at the user mobile phone end, transmitting a market merchant commodity comprehensive information VR cloud panorama to the mobile phone end VR panorama shopping guide intelligent APP through a mobile network signal;
s302, when a user mobile phone end selects market merchant commodity information through a VR panoramic shopping guide intelligent APP, VR panoramic shopping guide intelligent guide is generated according to the market merchant commodity information selected by the VR panoramic shopping guide intelligent APP at the mobile phone end; VR panorama shopping guide intelligence guides includes: the method comprises the steps of guiding information of merchants where commodities are located, guiding the floors and positions of the merchants in a market, guiding the market to reach a VR panorama of the merchants, and guiding the VR panorama of the commodities of the merchants; through VR panorama shopping guide intelligence guide, guide customer to reach trade company's goods district and shop.
5. The intelligent VR panorama shopping guide method based on big data cloud platform of claim 1, wherein S400 comprises:
s401, managing data updating of the merchant super VR panoramic big data, and updating data of the market information data, the merchant information data and the commodity information data according to a set market information data updating period, a set merchant information data updating period and a set commodity information data updating period;
s402, when new merchant information is added, managing the application information of the merchant with super-new merchant, and adding new application merchant data into the merchant super-VR panoramic big data in time according to the application information of the merchant;
s403, according to the updated data of the business super VR panoramic big data and the new application business data applied by the new business data S402 in the S401, upgrading the comprehensive information VR cloud panoramic image through the cloud platform to obtain a real-time latest comprehensive information VR cloud panoramic image;
s404, pushing the latest comprehensive information VR cloud panorama to a VR panorama shopping guide intelligent APP according to the latest comprehensive information VR cloud panorama of the comprehensive information VR cloud panorama management subsystem in the S403; when the VR panoramic shopping guide intelligent APP version is upgraded, pushing the latest version of the VR panoramic shopping guide intelligent APP to the user mobile phone end;
s405, the comprehensive management method is used for comprehensively managing data, information and upgrading of the business super VR panoramic big data, the comprehensive information VR cloud panorama and the VR panoramic shopping guide intelligent APP in a shopping mall through the business super VR panoramic big data cloud platform, and according to the method logic steps, comprehensive intelligent coordination management is conducted according to the set sequence, the calculation amount occupied by the cloud platform and the required calculation time.
6. The utility model provides an intelligence VR panorama shopping guide system based on big data cloud platform which characterized in that includes:
the system comprises a shop super VR panoramic big data subsystem, a shop super VR panoramic big data subsystem and a shop super VR panoramic big data subsystem, wherein the shop super VR panoramic big data subsystem is used for establishing shop super VR panoramic big data according to shop building stereoscopic model data, shop image acquisition data, shop and merchant distribution data and merchant commodity information data;
the system comprises a business super comprehensive VR panoramic cloud platform subsystem, a market merchant commodity comprehensive information VR cloud panoramic image and a market merchant commodity comprehensive information VR panoramic image, wherein the business super comprehensive VR panoramic cloud platform subsystem is used for carrying out cloud computing processing on business super VR panoramic big data through a business super VR panoramic cloud platform to obtain a market merchant commodity comprehensive information VR cloud panoramic image;
the VR panoramic shopping guide intelligent APP subsystem is used for generating VR panoramic shopping guide intelligent guide according to the shopping mall merchant commodity information selected by the VR panoramic shopping guide intelligent APP at the mobile phone end through a shopping mall merchant commodity comprehensive information VR cloud panorama, and guiding a customer to arrive at a merchant commodity area for shopping;
intelligence VR panorama shopping guide data platform management subsystem for surpassing VR panorama big data, integrated information VR cloud panorama, VR panorama shopping guide intelligence APP and carrying out the integrated management to the commodity through commodity super VR panorama big data cloud platform.
7. The intelligent VR panorama shopping guide system based on big data cloud platform of claim 6, wherein the merchant super VR panorama big data subsystem comprises:
the system comprises a shopping mall building three-dimensional model subsystem, a data processing subsystem and a data processing subsystem, wherein the shopping mall building three-dimensional model subsystem is used for comprehensively modeling the whole structure, the layered height, the channel network, the stair lift and the functional area of a shopping mall building and establishing data of a shopping mall building three-dimensional model;
the system comprises a mall image acquisition subsystem, a market image acquisition subsystem and a market management subsystem, wherein the mall image acquisition subsystem is used for respectively acquiring image information acquired by mall camera shooting, image information acquired by merchant camera shooting, image information acquired by commodity area camera shooting and image information acquired by cruise camera shooting, and establishing mall image acquisition data;
the market merchant distribution subsystem is used for establishing market merchant distribution data according to the name list information of the market merchants and the information of the floors, distribution areas and position directions of the market merchants;
the merchant commodity information subsystem is used for establishing merchant commodity information data according to the internal arrangement, commodity type, commodity name and commodity position of a merchant;
and the business super VR panoramic big data collection subsystem is used for classifying and sorting the market building three-dimensional model data, the market image acquisition data, the market and merchant distribution data and the merchant commodity information data, classifying and collecting the data according to the classified and sorted data types, and inputting the data to establish the business super VR panoramic big data.
8. The intelligent VR panorama shopping guide system based on big data cloud platform of claim 6, wherein the business super integrated VR panorama cloud platform subsystem comprises:
the VR panorama cloud platform data cleaning subsystem is used for carrying out data cleaning on the merchant super VR panorama big data through the merchant super VR panorama cloud platform, removing model data interference items, integrating image acquisition data overlapping items, screening fuzzy items of distribution data of shopping mall merchants and disordered items of merchant commodity information data;
the VR panorama cloud platform stereoscopic live-action model subsystem is used for combining the shopping mall building stereoscopic model data and the shopping mall image acquisition data to establish a shopping mall building stereoscopic model and a stereoscopic live-action image model of a shopping mall image;
the VR panoramic cloud platform live-action model coordinate subsystem is used for classifying and sorting the distribution data of the market merchants and the commodity information data of the merchants, collecting the classified and sorted data into a three-dimensional live-action image model, and establishing the coordinate positions of the three-dimensional live-action image model of the market merchants and the commodities of the merchants by taking the three-dimensional live-action image model as a coordinate system;
the system comprises a commercial super integrated VR panoramic information subsystem, a three-dimensional live-action image model coordinate system and a commercial super integrated VR panoramic information subsystem, wherein the commercial super integrated VR panoramic information subsystem is used for marking market merchant information and merchant commodity information in a corresponding coordinate distribution in the three-dimensional live-action image model coordinate system to obtain a commercial merchant commodity integrated information VR cloud panoramic image; calculating the difference rate of the size of the acquired image and the size of the standard model graph through the size of the acquired image acquired by the market image and the size of the standard model graph of the three-dimensional model of the market building; automatically compensating the difference rate of the size of the coordinate system of the acquired image according to the difference rate of the size of the acquired image and the size of the standard model graph so as to achieve the consistency of the size of the acquired image and the size of the standard model graph; when the difference rate between the size of the collected image and the size of the standard model graph exceeds the set difference rate threshold range, automatically starting automatic difference rate compensation according to the calculated difference rate; when the difference rate is a positive value and is larger than the range of the set difference rate positive threshold value, the size of the collected image is compensated negatively according to the difference rate, so that the difference rate after compensation is not larger than the range of the set difference rate threshold value; when the difference rate is a negative value and is smaller than the set difference rate negative threshold range, the size of the collected image is compensated in the positive direction, so that the difference rate after compensation is not smaller than the set difference rate threshold range; the consistency of the size of the collected image and the size of the standard model graph is improved.
9. The intelligent VR panorama shopping guide system based on big data cloud platform of claim 6, wherein the VR panorama shopping guide intelligent APP subsystem comprises:
the VR panorama information wireless transmission subsystem is used for sending a VR panorama shopping guide intelligent APP installation package to a user mobile phone end after the user mobile phone end sends an information application, and transmitting a market merchant commodity comprehensive information VR cloud panorama to a mobile phone end VR panorama shopping guide intelligent APP through a mobile network signal after the user mobile phone end installs the VR panorama shopping guide intelligent APP;
the VR panoramic shopping guide intelligent guide subsystem is used for generating VR panoramic shopping guide intelligent guide according to the shopping mall commodity information selected by the VR panoramic shopping guide intelligent APP at the mobile phone end when the mobile phone end of the user selects the shopping mall commodity information through the VR panoramic shopping guide intelligent APP;
VR panorama shopping guide intelligence guides subsystem for guide through VR panorama shopping guide intelligence, include: the method comprises the steps of guiding information of merchants where commodities are located, guiding the floors and positions of the merchants in a market, guiding the market to reach a VR panorama of the merchants, and guiding the VR panorama of the commodities of the merchants; the customer is guided to the merchant's merchandise area for purchase.
10. The intelligent VR panorama shopping guide system based on big data cloud platform of claim 6, wherein the intelligent VR panorama shopping guide data platform management subsystem comprises:
the business over VR panoramic big data updating subsystem: the system is used for managing data updating of the merchant super VR panoramic big data and updating data of the market information data, the merchant information data and the commodity information data according to a set market information data updating period, a set merchant information data updating period and a set commodity information data updating period;
the new merchant data application management subsystem: when new merchant information is added, managing the application information of the merchant with super-new merchant, and adding new application merchant data into the merchant super-VR panoramic big data in time according to the application information of the merchant;
the comprehensive information VR cloud panorama management subsystem is used for upgrading the comprehensive information VR cloud panorama through a cloud platform according to the update data of the business super VR panorama big data update subsystem and the new application business data of the new business data application management subsystem to obtain a real-time latest comprehensive information VR cloud panorama;
the VR panorama shopping guide intelligent APP management subsystem is used for pushing the latest comprehensive information VR cloud panorama to the VR panorama shopping guide intelligent APP according to the latest comprehensive information VR cloud panorama of the comprehensive information VR cloud panorama management subsystem; when the VR panoramic shopping guide intelligent APP version is upgraded, pushing the latest version of the VR panoramic shopping guide intelligent APP to the user mobile phone end;
and the intelligent VR panorama shopping guide comprehensive management subsystem is used for comprehensively managing data, information and upgrading of the super VR panorama big data, the comprehensive information VR cloud panorama and the VR panorama shopping guide intelligent APP in a shopping mall through a super VR panorama big data cloud platform, and performing comprehensive intelligent coordination management according to the method logic steps and the set sequence, the calculation amount of the cloud platform and the required calculation time.
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