TexVerse: A Universe of 3D Objects with High-Resolution Textures
This provides a high-quality data resource for researchers and practitioners in 3D vision and graphics, addressing a specific bottleneck in texture generation, though it is incremental as it builds on existing dataset efforts.
The authors tackled the lack of large-scale datasets for high-resolution textures in 3D objects by introducing TexVerse, a curated collection of over 858K unique high-resolution 3D models, including 158K with PBR materials, totaling 1.6M instances, which enables applications in texture synthesis and 3D graphics.
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.