UltraShape

UltraShape

High-fidelity 3D shape generation

Description

AI-generated 3D models look fine in outline but turn to mush up close. UltraShape 1.0 from PKU's Yuan group is a scalable 3D diffusion framework for high-fidelity geometry generation.

It uses a two-stage pipeline, synthesizing coarse global structure first and then refining geometry, with the paper implementation and inference code.

Features



Two stages:Structure then refinement.

High fidelity:Crisp detail.

Scalable:Refinement scales as needed.