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Machine learning-based intelligent decoration design method and system

A machine learning and design method technology, applied in the direction of instruments, calculations, calculation models, etc., can solve the problems of users waiting for a long time, the solution does not necessarily meet the needs of users, and the level of designers is uneven.

Inactive Publication Date: 2018-10-23
美宅科技(北京)有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Such a method or such software has the problem of poor real-time performance, and users have to wait for a long time
In addition, the level of designers is uneven, so the solutions given may not meet the needs of users

Method used

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  • Machine learning-based intelligent decoration design method and system
  • Machine learning-based intelligent decoration design method and system
  • Machine learning-based intelligent decoration design method and system

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Embodiment Construction

[0025] The accompanying drawings are only for illustrative purposes and should not be construed as limiting the patent; the technical solutions of the present invention will be further described below in conjunction with the accompanying drawings and embodiments.

[0026] figure 1 It is a schematic block diagram of an intelligent decoration design system based on machine learning according to an embodiment of the present invention. Such as figure 1 As shown in , the intelligent decoration design system 100 based on machine learning according to the present invention includes: a machine learning extraction rule module 101, which is used to pre-learn decoration rules from existing decoration design schemes by using a machine learning method; an interaction module 102, It is used to input the floor plan and user requirements; the primary selection module 103 is used to determine the function for each room according to the input floor plan and user requirements, and according to ...

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Abstract

The disclosure provides a machine learning-based intelligent decoration design method and system. The machine learning-based decoration design method (400) of the invention includes: using a machine learning method to pre-learn decoration rules from existing decoration design schemes (S401); inputting a house type graph and user requirements (S403); determining a function for each room according to the input house type graph and the user requirements, and automatically selecting furniture for the room according to the size and the function of each room and the learned decoration rules (S405);automatically placing the selected furniture for each room according to the learned decoration rules (S407); and selecting a limited plurality of design schemes from a plurality of design schemes of the selected and placed furniture according to the learned decoration rules to present the same to a user (S409).

Description

technical field [0001] The present invention relates to machine learning and artificial intelligence, and more specifically relates to an intelligent decoration design method and system based on machine learning. Background technique [0002] In the current decoration design industry, decoration designers and professional decoration design software are generally used to provide decoration design solutions for consumers who are willing to do decoration design. [0003] Among the existing decoration design software, some software needs to design and place manually, dragging items from the furniture model library and placing them in the floor plan. It takes a long time to do a design. In this case, the user has to learn how to operate the software in depth. The user has to go to the model library to find furniture and put the furniture in a room in the floor plan. It usually takes 2 hours or more to complete a design . [0004] Some software provides a series of model room te...

Claims

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Application Information

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IPC IPC(8): G06F17/50G06N99/00
CPCG06F30/13
Inventor 彭思立陈宇峰李宋明周鹏飞
Owner 美宅科技(北京)有限公司
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