Аналіз можливостей використання нейромереж у 3D моделюванні

Abstract

The article examines the use of neural networks in the process of 3D model creation. The full production pipeline is considered, including concept generation, neural network-based geometry creation, retopology, UV mapping, detailing, rigging, and texture generation. The advantages and limitations of neural network technologies at different stages of modeling are discussed, particularly the issues of topology quality and the need for manual refinement.