Neural Network Expert System Development for Landscape Design

Student: Ivanova Marina

Faculty: Faculty of Economics, Management, and Business Informatics

Educational Programme: Software Engineering (Bachelor)

Year of Graduation: 2020

This work describes the process of developing the landscape design system, it also reveals the problem of generating landscape design. The system under development is a web application with a client-server architecture for landscape planning with unique elements, that also uses the neural network module for generating the planned design. The work can be useful for people who starting work in the area of developing web applications and neural networks design because it also provides examples of working with technologies like Python, Keras, ReactJS, Adobe Photoshop, etc. and provide the overview of approaches for designing neural networks and client-server applications. The ready-made application can be used as an ideological inspiration and for plan environment among people who want to improve their land plot.

Student Theses at HSE must be completed in accordance with the University Rules and regulations specified by each educational programme.

Summaries of all theses must be published and made freely available on the HSE website.

The full text of a thesis can be published in open access on the HSE website only if the authoring student (copyright holder) agrees, or, if the thesis was written by a team of students, if all the co-authors (copyright holders) agree. After a thesis is published on the HSE website, it obtains the status of an online publication.

Student theses are objects of copyright and their use is subject to limitations in accordance with the Russian Federation’s law on intellectual property.

In the event that a thesis is quoted or otherwise used, reference to the author’s name and the source of quotation is required.

Search all student theses