3D modelling by means of artificial intelligence

Bebeshko B. Khorolska K. Kotenko N. Desiatko A. Sauanova K. Sagyndykova S. Tyshchenko D.
31 March 2021 Little Lion Scientific

Journal of Theoretical and Applied Information Technology
2021 #99 Issue 6 1296 - 1308 pp.

For years humanity has developed some solid perception of the world around them. According to this perception, it is easy to describe complex structures through a short explanation. For example, by telling a person to “think of a yellow submarine, flying in the sky”, the person in question would have an exact image of the machine you are talking about, without having seen it ever before. Along with this - artificial intelligence becomes a rapidly growing area of research, and it is possible that artificial intelligence will make it possible for computers to gain perception of the world. Artificial intelligence can be used to solve problems without the need to specify how to solve the settled task. This paper outlines features of 2D images recognition and the creation of 3D models, using AI and machine learning accordingly. Therefore, it would make designers work much easier, - graphic designers and architects would be able to only specific features instead of spending a lot of time on the actual drawing. Moreover, if models were computationally generated, the developing process would become much more simple and could result in a higher developer’s performance rate. The key purpose of this work is to define the possible limitations of CNN usage for 3D models generation, taking into account output resolution and generation swiftness.

2D , 3D , Artificial intelligence , Graphics , Image , Models , Neural network

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Kyiv National University of Trade and Economics, Department of Software Engineering and Cybersecurity, Kyiv, Ukraine
Almaty University of Power Engineering and Telecommunications, Almaty, Kazakhstan

Kyiv National University of Trade and Economics
Almaty University of Power Engineering and Telecommunications

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