Image processing method and system in garden design based on generative adversarial network

Abstract

The invention belongs to the technical field of image processing in garden design, and discloses an image processing method and system in garden design based on an adversarial generative network. The method comprises the steps: obtaining a data set for training, the data sets are respectively a site environment condition graph before design and a garden design plane layout conceptual graph after design, then training the data sets according to a GAN iterative training method and a picture translation generation method, and generating the garden design plane layout conceptual graph. The GAN comprises a generator which is used for generating tasks, has one input according to different tasks, and then outputs corresponding pixel images. The discriminator is used for discriminating whether the picture is true or false, the input is the picture, and the output is a label for discriminating the picture. A traditional design mode can be changed by utilizing an intelligent generation design technology, and the effects of reducing the design threshold, improving the design efficiency, optimizing the design quality, expanding the thought of a designer and stimulating the design inspiration of the designer are achieved.

Description

technical field [0001] The invention belongs to the technical field of image processing in garden design, and discloses an image processing method, system and terminal in garden design based on an adversarial generation network. Background technique [0002] At present, landscape design is the core link in the process of garden construction, and it is also the basic decision-making link that determines the effect of implementation. Therefore, the role of designers in the process of garden construction is self-evident. The traditional design process is a process in which designers ask questions based on users' needs for the site, set goals, generate solutions, and evaluate them. In this process, designers need to participate in the whole process, and use their own knowledge and experience to form design results to meet the needs of builders and users. In today's era, due to changes in the environment, development of technology, and advancement of concepts, the factors affect...

AI Technical Summary

Problems solved by technology

[0004] (1) Due to changes in the environment, development of technology, and advancement of concepts, the factors affecting landscape design are becoming more and more complex

[0005] (2) The reusability of landscape garden design is very low, which belongs to "non-standard customization" products, which makes it necessary for designers to spend more time and energy on non-original, normative and basic work in each garden design process among

[0010] Improve design efficiency: Using traditional design methods to complete a design drawing may require hundreds of command steps, and the designer needs to spend hours or even days. However, changes in basic conditions and increases in owner requirements will lead to changes in the design drawing. Adjustment, which will bring heavy workload and mental pressure to the designer

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