634 results about "Interior design" patented technology

The invention relates to a personalized interior design method based on a user floor plan, which comprises the following steps of: analyzing behavior data of a target user to obtain preference parameters of the target user; performing vector conversion on the house plane graph to obtain vector space relation feature data; inputting the vector space relation feature data and the space function arrangement parameters into a preset graph neural network for space layout, and generating an initial furniture layout scheme; performing scheme screening on the initial furniture layout scheme to obtain a screened furniture layout scheme; matching design is carried out on matching parameters and the screened furniture layout scheme, a matching design scheme is obtained, initial visualization is carried out on the matching design scheme in a preset interactive interface, and a three-dimensional visualization effect picture is generated. The technical problems that traditional interior design services are often high in cost and long in consumed time, common consumers are difficult to afford, and large supply and demand imbalance exists in the market are solved.

The invention relates to an indoor lighting rate simulation system for indoor design. The system comprises a dynamic meteorological simulation module which generates a dynamically changing sky model based on real-time meteorological data; the building attribute analysis module analyzes building optical attribute parameters by using the building information model data and the hyperspectral imaging data; the light ray tracing processing module performs light ray tracing based on the dynamic sky model and the building optical attribute parameters to obtain indoor glare distribution data; a reverse parameter optimization module generates window form parameters and sunshade device layout parameters according to the target illumination interval and the indoor glare distribution data; and the real-time visual verification module carries out visual rendering on the window form parameters and the sunshade device layout parameters to obtain an updated lighting rate simulation result for verifying the lighting effect of the design scheme. According to the system, through dynamic meteorological fusion, non-uniform material modeling and real-time optimization feedback, the precision and adaptability of indoor lighting simulation can be improved.

The invention discloses an indoor layout automatic generation method based on a deep neural network and simulated annealing optimization, and the method comprises the three main steps: firstly, generating an indoor scene initial layout through employing a variational auto-encoder VAE; secondly, performing multi-constraint optimization on the initial layout by adopting a deep learning enhanced simulated annealing algorithm (DL-SA); and finally, converting the optimized layout into a three-dimensional indoor scene. According to the method, the deep neural network model and the simulated annealing optimization method are combined, efficient and attractive indoor layout generation is achieved, and the method is widely applied to the fields of smart home, indoor design and the like.

To provide a system.SOLUTION: The system includes: generation means for inputting a specific prompt sentence into a generative AI model, thereby automatically generating a blueprint of a housing desired by a user on the basis of user house-related information including the design, the style and the condition of the house and real estate information; means for proposing the housing on the basis of the generated blueprint; means for adjusting the interior design and the layout in the blueprint of the housing on the basis of an emotion engine for recognizing the emotion of the user and the emotion; and means for displaying the adjusted blueprint by using a virtual reality display device.SELECTED DRAWING: Figure 1

The invention provides a building space design three-dimensional model generation method and device. The generation method comprises the steps of obtaining a plane structure chart and text description information based on a target building to generate a space layout three-dimensional model of the target building; generating an object sequence corresponding to the scene by using the plurality of to-be-screened facility three-dimensional models, and determining a plurality of target facility three-dimensional models from the plurality of to-be-screened facility three-dimensional models based on the object sequence and the spatial attribute of each target facility three-dimensional model; and based on the spatial attribute of each target facility three-dimensional model, placing each target facility model in a model area corresponding to the scene in the spatial layout three-dimensional model to generate a spatial design three-dimensional model meeting the interior design requirements. By means of the method and device, the reconstructed indoor layout and the generated facility model are organically combined, and overall space design for a specific scene is completed.

The invention provides a building interior design layout optimization method, and relates to the technical field of indoor modeling and layout optimization, and the method comprises the steps: obtaining building structure boundary data and current situation layout information, constructing an indoor three-dimensional space model, and completing the marking of node passing attributes and a spatial topological structure. On the basis, crowd behavior data of a daily scene and an emergency scene are collected, behavior characteristics such as walking speed, obstacle avoidance response and congestion sensitivity are extracted, and a walking characteristic model used for simulating the individual motion trend is established. And performing multi-scene simulation under a daily event and an emergency evacuation event by using the walking feature model, calculating performance indexes such as passing time, local congestion degree, key node congestion probability and total evacuation time, and identifying a congestion sensitive area. And further constructing a multi-target evaluation model including traffic efficiency, congestion degree and evacuation performance, and performing global optimization on layout adjustable parameters by adopting an algorithm to obtain a candidate layout scheme set.

Techniques are generally described for an artificial intelligence based interior designer system. In various examples, an image comprising a plurality of items arranged together in a room may be received. A visual representation and a positional representation of each item represented in the image may be determined. An output embedding may be generated based at least in part on the visual representation and the positional representation of each item represented in the image. At least one output item may be determined based at least in part on the output embedding. An image of the at least one output item may be displayed in association with the image comprising the plurality of items arranged together in the room.

Disclosed in the present invention is a standardized process algorithm for an electronic drawing of an interior design and for improving an AI recognition rate. The standardized process algorithm comprises: on the basis of an actual size and an aspect ratio, which are included in vector data of an electronic drawing, calculating a scaling ratio of the vector data of the electronic drawing that best matches the size of an A4 standard template; selecting preset vector information parameters on the basis of the magnitude of the scaling ratio and the degree of richness of vector information, and performing data type conversion by means of central template matching, so as to convert an image of the vector data into pixel images; performing image information metric calculation on data of the pixel images obtained by means of conversion and taking same as the degree of image information richness, and classifying the pixel images into a high-information-density image and a low-information-density image in view of the degree of richness of vector information; adaptively selecting an interpolation algorithm for the low-information-density image by means of a self-defined similarity evaluation function to perform scaling processing; performing cropping processing on the high-information-density image by means of an overlapping sliding window method; and converting, in a unified manner, the processed images into an input size required by an AI recognition model.

The present invention relates to a personalized interior design method based on a user's floor plan, comprising the following steps: analyzing the behavioral data of a target user to obtain the target user's preference parameters; performing vector conversion on the floor plan to obtain vector space relationship feature data; inputting the vector space relationship feature data and the space function arrangement parameters into a preset graph neural network for space layout to generate an initial furniture layout plan; screening the initial furniture layout plan to obtain a screened furniture layout plan; matching and designing the matching parameters with the screened furniture layout plan to obtain a matching design plan, and initially visualizing the matching design plan in a preset interactive interface to generate a three-dimensional visualization rendering. This method solves the technical problem that traditional interior design services are often costly and time-consuming, making them unaffordable for ordinary consumers, leading to a large imbalance between supply and demand in the market.

The invention relates to the technical field of interior design, and discloses an interior design method and an interior design system.The interior design method comprises the following steps: S1, multi-source data acquisition: acquiring spatial size, layout, illumination and user preference; s2, data cleaning: preprocessing data, removing redundancy and unifying formats; s3, intelligent analysis: generating a design scheme by machine learning and optimizing the layout; s4, personalized generation: automatically generating design and alternative schemes; s5, interactive optimization: user adjustment and system real-time optimization and update; s6, performing three-dimensional preview: performing virtual display, and supporting material and illumination adjustment; and S7, performing budget calculation: automatically calculating materials and cost, and generating a report. By intelligently analyzing the user preferences, the spatial features and the market trend, the design scheme meeting the user requirements is automatically generated, the design generation speed is increased, the workload of designers is greatly reduced, and the design efficiency and precision are improved.

The invention relates to an intelligent space layout method and system based on ship internal design, and relates to the technical field of ship design, and the method comprises the steps: obtaining an initial layout map, an actual furniture type and actual furniture parameters of a living room; defining a layout existence type, a priority processing type and an accident existence type; determining a preliminary adding scheme according to the layout existence type; and determining a reasonable placement scheme according to the priority processing type and the accident existence type, and combining the reasonable placement scheme with the preliminary addition scheme to construct an internal layout scheme to output the internal layout scheme to a preset management end. The method has the effect of improving the design convenience of the accommodation space layout in the ship.

The invention relates to the technical field of indoor design and intelligent buildings, and discloses an indoor decoration intelligent design method and system based on a large model, and the method comprises the steps: collecting user activity data, constructing a user behavior model, and generating a personalized activity mode library; based on the user behavior data, a time-varying Markov decision process is applied to construct space function demand models of different time periods, and a time-sequenced space scoring function is generated; analyzing a cognitive processing process of a user in a multi-task environment through a cognitive scientific modeling method, and calculating a cognitive load index of a spatial layout scheme; applying an improved ant colony algorithm to generate an optimal space layout scheme meeting multiple targets; and optimizing the layout model based on user feedback and monitoring data, and generating a decoration implementation scheme. According to the intelligent design method, the user behavior pattern, the biological rhythm and the cognitive load can be fully considered, and the space use efficiency and the function adaptability are remarkably improved.

The present invention is directed to a system and method for displaying interior design proposals for a given room according to known design principles and user preferences. The system is operative to convert user-input sketches and / or blueprints of two-dimensional space geometry into digital floor plans and identify and propose blocks of appliances and / or articles of furniture as design elements defined by their dimensions and any limiting characteristics. Each block is functionally and dimensionally appropriate for the floor plan based on user preferences, as filters, and floor plan limitations and may be defined by minimum space requirements, anchor point restrictions, and configuration restrictions. The system and method may further comprise visual tools for conveying a user's creative taste, style, and aesthetic for each floor plan, and be operative to display hyperlinked shopping lists in accordance with filtered blocks of design elements.

The utility model relates to the technical field of interior design, in particular to a partition frame for interior design, which comprises a left vertical frame and a right vertical frame, more than two layers of left transverse plates are vertically fixed on the inner side of the left vertical frame through bolts, more than two layers of right transverse plates are vertically fixed on the inner side of the right vertical frame through bolts, and the left transverse plates and the right transverse plates are in one-to-one correspondence. The upper portion of the rear side of the left side vertical frame and the lower portion of the rear side of the right side vertical frame are connected in a traction mode through a first connecting rod, and the upper portion of the rear side of the right side vertical frame and the lower portion of the rear side of the left side vertical frame are connected in a traction mode through a second connecting rod. The partition frame for the interior design is simple in structure and reasonable in design, the length between the left side vertical frame and the right side vertical frame can also be adjusted, the left side vertical frame and the right side vertical frame are fixed and pulled through the first connecting rod and the second connecting rod after adjustment is completed, the stability of the partition frame is improved, and practicability is high. The problem that the vertical frames at the two ends are inclined when heavy objects are placed on the partition frame is solved.

Systems, methods and / or interfaces are provided for generating interior design options. In some implementations, the method includes obtaining an inspiration image of a portion of a room, a furniture, fixture and equipment, or a combination. The method also includes parsing the image, including segmenting the inspiration image into sub-images corresponding to each furniture, fixture or equipment. The method also include identifying alternatives based on the sub-images and a layout of the room, including coordinating the alternatives with respect to each other and coordinating the alternatives with respect to the room. The method also includes generating and / or displaying variations of the room with images corresponding to the alternatives. In some implementations, the method includes parsing an image to generate an empty room sketch or schematic, generating alternatives to be placed in the empty room according to the room, and generating and / or displaying a visualization by placing the alternatives in the room.

The invention discloses an interior design rendering graph generation method and device based on a diffusion model, and the method comprises the steps: collecting the data of a historical interior design decoration rendering graph, carrying out the style classification, and carrying out the fine adjustment of a LoRA adapter of each style; extracting Canny operator features and depth image features of the indoor blank image, and generating control conditions; identifying a fixed structure in the indoor blank image by using the image segmentation model, and marking mask data; a control condition, mask data and prompt are input, and a decoration rendering graph fitting the indoor structure is generated; setting a selectable decoration style according to the LoRA adapter, and inserting the LoRA in the workflow to adjust the style of the rendering graph; and setting and adjusting hyper-parameters to ensure that the structural layout of the rendered image is consistent with the indoor blank image and improve the detail information and the image quality of the rendered image. The method can improve the generation effect and practicability of the interior design rendering graph, and can be widely applied to the technical field of computers.

The invention discloses a visual indoor decoration engineering online design system and method, and relates to the technical field of building and indoor design, a scheme display module displays a to-be-optimized design scheme by using a visual function of decoration effect picture design software, and a user can perform interactive viewing and editing after logging in; the satisfaction investigation module judges whether a design effect difference evaluation instruction is sent or not according to the user evaluation satisfaction Dmy, and collects user feedback data to construct opinion feedback information; the data acquisition module is used for acquiring furniture layout, material use and color data of the design scheme to be optimized by utilizing a modeling parameter retrieval function based on the difference evaluation instruction; the effect difference evaluation module is used for comparing the user feedback data information with related layout information data, related material information data and related color information data, and fitting to obtain a design effect difference evaluation index Zcy; the optimization design module compares the data with a preset threshold value Y and judges whether redesign is needed or not.

The invention provides an interior design method and system based on an image processing technology, and relates to the technical field of interior design. According to the invention, a highly customized design scheme is realized by deeply fusing personalized demands and body conditions of the elderly, and by deeply analyzing the body conditions and behavioral habits of the elderly and combining historical monitoring data, not only is the safety of indoor space significantly improved, but also the service life of the elderly is prolonged. According to the invention, potential safety hazards caused by household appliances and the environment are effectively prevented and reduced, a secure living environment is created for the elderly, meanwhile, based on double attention of safety and comfort, the furniture layout of each area of the indoor space is optimized, and a higher-quality, safer and more comfortable living environment is provided for the elderly.

The invention relates to an interior fitting (10) for a vehicle, comprising one or more charging areas (11) for mobile devices (12), wherein each charging area (11) has a base (13) for placing mobile devices (12), a charging unit (14) per charging area (11) for inductive and / or wireless charging of the mobile devices (12), and a decorative element (15) per charging area (11) for providing a surface decoration (16), wherein the decorative element (15) forms the base (13) of the corresponding charging area (11), wherein the decorative element (15) comprises a decorative layer (17) with a front (18) designed as a visible side and a back (19) opposite the front (18) and a carrier (20) arranged on the back (19) of the decorative layer (17). The invention further relates to a method for operating an interior fitting (10).

The invention provides a drawing method based on an AI model, computer equipment and a medium. The drawing method based on the AI model comprises the steps that indoor design initial data to be drawn are obtained; acquiring historical learning information, historical examination information and historical work browsing information of the current user; according to the historical learning information, the historical examination information and the historical work browsing information, prompting words needed by the current user are predicted, and a plurality of to-be-selected prompting words are obtained; outputting a plurality of to-be-selected cue words, so that the current user selects a plurality of target cue words from the plurality of to-be-selected cue words; and inputting the plurality of target prompt words and the interior design initial data into a preset AI drawing model to receive an interior design effect picture output by the AI drawing model. The drawing efficiency of the AI model can be improved.

The invention provides a method for attracting indoor design clients through internet media, which comprises the following steps: generating internal media content of an indoor target space by equipment, uploading the indoor media content to a social media platform, checking interest indexes such as page view, comment number, like number, sharing amount and the like of the internal media content, and displaying the internal media content in the social media platform. And evaluating the content effect of the indoor media content based on the interest index.

The invention relates to the technical field of computer aided design, in particular to an indoor design method and system, and the method comprises the following steps: dividing an indoor space plane graph according to 100 * 100 grids on the basis of the indoor space plane graph, calculating the length, width, height, area value and position coordinate of each grid unit grid, obtaining a grid unit basic parameter table, and calculating the length, width, height, area value and position coordinate of each grid unit grid; and calculating a distance value between a central point space coordinate and an adjacent grid for each grid unit in the grid unit basic parameter table, and establishing a space grid feature matrix. According to the method, the indoor space is divided into the grid units, the spatial relation and the connection features between the grid units are calculated, the spatial feature matrix is established, and accurate quantification of the spatial layout is achieved; on the basis of a gridding space structure, distribution mapping and superposition calculation are carried out on environmental parameters such as acoustics, lighting, air circulation, temperature and humidity, comprehensive distribution characteristics of the environmental parameters are obtained, and environmental factors are comprehensively considered in space layout.

The invention relates to the technical field of building design, in particular to an intelligent interior design method and system based on AI corpus optimization, and the method comprises the steps: receiving an interior function partition demand input by a user, and obtaining a digital protection constraint set of a historical building; performing hierarchical filtering and weighting on the basic corpus based on the original structure reservation list and the building material reuse index to generate a dynamic optimization corpus; a neural network is generated through space, a topological structure diagram is constructed through spatial form feature vectors, structure conflict loss and material matching loss are fused to achieve scheme generation control, and a bidirectional traceability mapping relation between corpora and constraints is embedded; and the indoor space scheme is loaded to the historical building BIM model, and highlighting of the protection area, real-time violation detection and traceability report output are realized through a VR interaction interface. According to the method, intelligent generation, compliance verification and interactive correction of the historical building interior design scheme are realized, and the design efficiency and protection consistency are effectively improved.

The invention provides an interior design system and method based on a virtual reality technology. The method comprises the steps that house pattern parameters needing interior design are acquired; a virtual reality technology is adopted, a virtual environment is generated and built according to house pattern parameters, and an initial design model is generated in combination with traditional design parameter selection; collecting a life video of a user, and extracting preference features from the life video; optimizing the initial design model according to the preference features to obtain a second design model; the user performs virtual interactive perception in the second design model to generate a first detail feature; performing visual disassembly on the second design model, providing user opinions by a user according to the disassembled second design model, and performing feature extraction on the user opinions to obtain second detail features; and performing detail optimization on the second design model according to the first detail feature and the second detail feature to obtain a final design model. The design scheme is ensured to conform to professional specifications and meet deep requirements of users.

The invention relates to the technical field of decoration interior design, in particular to a bending adjustable assembly type partition wall system which is characterized in that an inner protruding plate is arranged in a transverse keel, an inner vehicle groove is formed between the inner protruding plate and the transverse keel, wheels are arranged in the inner vehicle groove and rotationally arranged on a top plate, and a vertical column is connected to the bottom of the top plate; the bottom of the connecting piece is rotatably connected with a rotating shaft, and the bottom of the rotating shaft is connected with a plate; the beneficial effects are that the transverse keel is arranged on the top, the inner vehicle groove is formed in the transverse keel to cooperate with the top plate and the wheels to effectively move, the detachable first side plate and the detachable second side plate are arranged on the side faces of the vertical keels, and the movable assembly and the telescopic buffer assembly are arranged between the vertical keels; the partition wall can be rapidly adjusted and changed while the structural stability of the partition wall is kept, the space flexibility and the space utilization rate are improved, and the human cost and the construction time are greatly saved.

A computing device may be configured to receive real estate data and associate real estate metrics with design data, creating a unique real estate data intelligence platform. The computing device may be configured to analyze, summarize, and disseminate interior design data, exterior design data, decorative data, architectural data, and other data about one or more real estate listings, determine trends, and output recommendations to suppliers, builders, and consumers.

To provide a system.SOLUTION: A system includes: means for acquiring information on interior design from a user; means for generating a prompt text to be input to a generative AI model on the basis of the acquired interior design information; means for inputting the generated prompt text to the generative AI model to obtain an interior layout proposal from the generative AI model; and means for outputting the acquired layout proposal.SELECTED DRAWING: Figure 1

The invention discloses a meta universe interior design system based on generative AI and a dynamic optimization method, and belongs to the technical field of virtual environment design and optimization. The system comprises a data input module, a generative adversarial network model and a dynamic optimization module, and a'design-feedback-iteration 'intelligent closed loop is constructed by fusing user preference parameters, a space structure, material attributes, illumination configuration and behavior data. A GAN model generates a high-fidelity 3D interior design scheme through an encoder, a decoder and a discriminator, and a dynamic optimization module calculates a dynamic adjustment weight based on behavior data such as VR moving line tracking and iteratively updates design parameters in combination with a reinforcement learning reward function and physical constraints. The method comprises the steps of initial scheme generation, real-time feedback collection and multi-round optimization until convergence conditions are met. According to the method, the immersion, the physical authenticity and the user participation degree of the element universe interior design are remarkably improved, and the method has important industrial application value.

The invention relates to the technical field of interior design, and discloses an interior design method, terminal equipment and a storage medium. The method comprises the steps of collecting a user design request and spatial parameter data, obtaining a design environment corresponding relation through a configuration server, and determining a design environment where a user design task is located based on the design environment corresponding relation; in the design environment, utilizing a design model generation module to generate an initial design model; and then executing data verification on the initial design model through the data analysis server, optimizing the initial design model in combination with a data verification result and a resource vacancy rate provided by the resource monitoring module to generate a final design model, and finally outputting the final design model to a user terminal. According to the method, the quality of the design model is guaranteed, resource utilization is optimized, the problems of poor demand matching, model verification deficiency, resource waste and the like in traditional design are solved, the accuracy, efficiency and economical efficiency of interior design are improved, and the individuation and standardization demands of modern interior design are met.

The invention relates to the technical field of yacht design, and discloses a yacht interior design optimization method and system based on virtual reality, and the method comprises the steps: carrying out the interaction with a user through a virtual reality system, collecting the preference information of the user in the aspects of spatial layout, material selection and function demands, and constructing a user preference model in combination with the interaction behavior data; a building information modeling model of the target yacht is obtained, and parametric modeling is carried out on a cabin structure, furniture arrangement and illumination arrangement; in combination with the user preference model and the parameterized model, constructing a design optimization objective function, and introducing an intelligent optimization algorithm to generate a plurality of interior design schemes; loading the interior design scheme into a virtual reality environment, carrying out interactive evaluation by a user through a voice, gesture or sight line control mode, and carrying out feedback marking on an unsatisfied part; and updating the user preference model according to the interactive behavior data of the user in the virtual reality environment and the feedback marking result. The method has the advantage of improving the design efficiency and quality.