Unique3D

What Unique3D is

Unique3D generates textured 3D meshes from a single image. Its method creates four orthographic views from the input and progressively increases their resolution, then uses a normal diffusion model to generate corresponding normal maps. The project says it can create a high-fidelity textured mesh from one orthogonal RGB image in under 30 seconds; it also describes generation from single-view images in 30 seconds. Its ISOMER reconstruction algorithm combines color and geometric priors and can reconstruct meshes with millions of faces. Image-to-3D and AI texturing are listed capabilities, with GLB as the export format. The repository links to a ComfyUI implementation and provides instructions for an interactive local Gradio demo after model weights are downloaded. An online demo is free to try with a registration invitation code and is described as slower but more stable than the Gradio demo. The README’s Linux setup targets Ubuntu 22.04.4 LTS and CUDA 12.1. Its Windows installation path may require Visual Studio Build Tools. The README warns that occluded images can lead to worse reconstructions because the four views may not cover the full object.