Affiliation:
1. College of Art and Design , Zhengzhou University of Economics and Business , Zhengzhou , Henan , , China .
Abstract
Abstract
In this paper, the deep generative model and stochastic backpropagation method are used to innovate the modern landscape garden design, and at the same time, traditional cultural elements are integrated in the design process. By constructing generative adversarial networks and utilizing diffusion models, this study improves the diversity of design samples and enhances the display of cultural flavor. The comprehensive evaluation test shows that the modern landscape garden integrating traditional cultural elements exceeds the mean value in 17 evaluation indexes, especially the value of the evaluation factor of artistic flavor display reaches 0.0476, which is 460% higher than the mean value. The survey of tourists shows that the overall evaluation score of modern landscape garden is 76.4015, and the evaluation grade reaches “good”, which effectively verifies the practicality and effect of the design method of this paper.
Reference19 articles.
1. Di, G., Xiang, J., Yao, Y., Chen, C., & Lin, Q. (2022). Develop a public response model of soundscape for urban landscape garden parks. Urban ecosystems(2), 25.
2. Cui, L., Rupprecht, C. D. D., & Shibata, S. (2021). Climate-responsive green-space design inspired by traditional gardens: microclimate and human thermal comfort of japanese gardens. Sustainability, 13(5), 2736.
3. Ding, X., Zhang, Y., Zheng, J., & Yue, X. (2020). Design and social factors affecting the formation of social capital in chinese community garden. Sustainability, 12(24), 10644.
4. Sokolova, G. A., Bystryantseva, N. V., & Silkina, M. A. (2022). Experience in design-plastic modelling of the light environment: part 3. space and light as artistic language of light. Light & Engineering.
5. Soha, A., & Mark, L. (2021). P081arthritis, artists and art opporunities for education. Rheumatology (Supplement_1), Supplement_1.