Along with the continuous improvement of living standard, people gradually improve the design quality of urban living space and require the living space to meet the standard of health design concept. This paper mainly focuses on the health concept of urban living space design, briefly elaborates on the health design concept of living space, and designs a soft furnishing layout model based on DBN according to the advantages of deep confidence network compared with BP neural network. The effect of the two models in the practical application of soft furnishing layout is explored, which is very important for the practical application.
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