Layout generation method and application of Yangtze River south private garden landscape

Abstract

The invention discloses a layout generation method and application of a Yangtze-south private garden landscape. The method comprises the following steps: collecting a Yangtze-south private garden layout case image as an original training data sample; generating a target setting standard to screen the original training data samples; performing data cleaning on the original training data sample, unifying the style of the Yangtze River South private garden layout case image, marking the screened data sample in combination with the knowledge of private garden design, and taking the marked data sample as a training and testing data set; performing data preprocessing on the training and test data set to meet format conditions of an input adversarial generative network model; training the generative adversarial network model to obtain a trained garden layout generative adversarial network model; and inputting a test image in the test data set into the trained garden layout adversarial generative network model to obtain a garden layout scheme. According to the method, automatic generation of the Yangtze River south private garden landscape layout is realized, and the quality and the design efficiency of classical garden design work are greatly improved.

Description

technical field [0001] The invention relates to the technical field of computer-generated design, in particular to a layout generation method and application of private garden landscapes in the south of the Yangtze River. Background technique [0002] Jiangnan private gardens have gone through a long process of development and have become an important part of the splendid Chinese culture and a precious historical and cultural heritage of all mankind. The private garden landscape in the south of the Yangtze River adapts the natural landscape and trees to local conditions, and ingeniously designs according to the relationship between land use, forming a spatial structure and layout full of twists and turns and blending artistic conception. Because the design methods and procedures are difficult to master, complex and changeable, it is often difficult to formally summarize the landscape of private gardens in the south of the Yangtze River. In previous works on the design of Ji...

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Problems solved by technology

Because the design methods and procedures are difficult to master, complex and changeable, it is often difficult to formally summarize the landscape of private gardens in the south of the Yangtze River

In previous works on the design of Jiangnan private gardens in China, most scholars tend to use descriptive language to analyze the characteristics of Jiangnan gardens based on observation and feelings, but the traditional way of thinking to interpret gardens is based on observation and experience. The private garden space in the south of the Yangtze River still needs to be understood by designers themselves, and there is no intuitive way to generate landscape layout for designers

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