Home scene layout method based on artificial intelligence

Abstract

The invention provides a home scene layout method based on artificial intelligence. The home scene layout method comprises the following steps: acquiring a house type segment code sequence and a housetype segment classification label sequence of each functional room; training the neural network to obtain a house type segment sequence function allocation neural network; performing matching operation on the house type segment code sequence to be identified by using a house type segment sequence function allocation neural network to obtain a corresponding house type segment classification labelsequence; the obtained house type section classification label sequence is utilized to place materials layer by layer according to a home scene constraint tree to complete home scene layout of a single functional room; and repeating the steps until the layout of all the functional rooms forming the whole house type is completed. According to the home scene layout method, the processing efficiencyof a computer is effectively improved, the error of house type information is reduced, the neural network is used for identifying the house type segment code sequence, a function is allocated to the house type segment, the home layout information can be processed in real time, and the time for matching the collocation information is shortened.

Description

Technical field[0001]The invention relates to a home scene layout method, in particular to an artificial intelligence-based home scene layout method.Background technique[0002]Traditional interior and home design work requires designers to draw construction drawings and renderings by hand using tools such as rulers, paper, and pens. Before the actual completion of the project, it is difficult for the owner to personally feel the effect of the design. In recent years, with the development of computer software science, especially virtual reality technology, a lot of home design software has appeared on the market. Compared with traditional interior design work methods, using interior design software has obvious advantages. First of all, these interior design software are easy to operate, which greatly reduces the entry barrier for interior designers. Even owners without any professional training background can participate in interior design work. Secondly, in traditional design work, b...

AI Technical Summary

Problems solved by technology

However, often due to the owner's personal preferences, the shape of the apartment, the size of the room and other factors, the designer's work efficiency is generally low and brings high labor costs.

The automatic layout problem of using a computer to complete a home scene is a complex combinatorial optimization problem and NP-complete problem. It is very difficult and difficult to find its precise global optimal solution in polynomial time, and it requires a lot of calculations. The cost function performs repeated reverse evaluation, which results in low operational efficiency and poor real-time performance

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