TexVerse: A Universe of 3D Objects with High-Resolution Textures

TL;DR

TexVerse is a comprehensive large-scale 3D dataset with high-resolution textures, diverse models, and detailed annotations, designed to advance research in texture synthesis, PBR materials, and 3D vision tasks.

Contribution

The paper introduces TexVerse, a novel large-scale 3D dataset with high-resolution textures, including specialized subsets with rigged and animated models, filling a significant gap in available resources.

Findings

Provides over 858K unique high-resolution 3D models

Includes 158K models with PBR materials and detailed annotations

Enables new research in texture synthesis and 3D graphics

Abstract

We introduce TexVerse, a large-scale 3D dataset featuring high-resolution textures. While recent advances in large-scale 3D datasets have enhanced high-resolution geometry generation, creating high-resolution textures end-to-end remains underexplored due to the lack of suitable datasets. TexVerse fills this gap with a curated collection of over 858K unique high-resolution 3D models sourced from Sketchfab, including more than 158K models with physically based rendering (PBR) materials. Each model encompasses all of its high-resolution variants, bringing the total to 1.6M 3D instances. TexVerse also includes specialized subsets: TexVerse-Skeleton, with 69K rigged models, and TexVerse-Animation, with 54K animated models, both preserving original skeleton and animation data uploaded by the user. We also provide detailed model annotations describing overall characteristics, structural components, and intricate features. TexVerse offers a high-quality data resource with wide-ranging potential applications in texture synthesis, PBR material development, animation, and various 3D vision and graphics tasks.