Fig. 2
From: NeuroDiff3D: a 3D generation method optimizing viewpoint consistency through diffusion modeling

NeuroDiff3D Overall Network Architecture. The architecture consists of two main pipelines: (a) 3D Prior Pipeline, which utilizes a 3D Diffusion Model to generate prior knowledge; and (b) Model Training Pipeline, which generates 3D images by training T2I methods. Data source: Pix3D dataset36 and OmniObject3D dataset37.