构建超百万级高精度3D模型库，支持材质与动画数据完整保留。
TexVerse: A Universe of 3D Objects with High-Resolution Textures
- 从Sketchfab收集85.8万唯一3D模型，含15.8万物理渲染材质
- 总计160万实例，涵盖高分辨率贴图、骨骼和动画数据
- 适合纹理生成、材质研发及3D视觉任务研究者使用
我们提出TexVerse，一个大规模3D数据集，包含高分辨率纹理。尽管近期大尺度3D数据集推动了高分辨率几何生成，但端到端生成高分辨率纹理仍因缺乏合适数据集而未被充分探索。TexVerse通过从Sketchfab精选超过85.8万唯一3D模型填补该空白，其中包含超过15.8万带有物理基础渲染（PBR）材质的模型。每个模型均包含其所有高分辨率版本，总计达160万3D实例。数据集还包含专用子集：包含6.9万带骨骼模型的TexVerse-Skeleton，以及包含5.4万动画模型的TexVerse-Animation，两者均保留用户上传的原始骨架与动画数据。此外，提供详细模型标注，涵盖整体特征、结构组件与复杂细节。TexVerse为纹理合成、PBR材质开发、动画处理及各类3D视觉与图形任务提供了高质量数据资源。
原文摘要 · Abstract (English)
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.
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