2022

Objaverse: A Universe of Annotated 3D Objects

Deitke, Matt, Schwenk, Dustin, Salvador, Jordi et al.

Understand

Massive data corpora like WebText, Wikipedia, Conceptual Captions, WebImageText, and LAION have propelled recent dramatic progress in AI.

  • Large neural models trained on such datasets produce impressive results and top many of today's benchmarks.
  • A notable omission within this family of large-scale datasets is 3D data.
  • Despite considerable interest and potential applications in 3D vision, datasets of high-fidelity 3D models continue to be mid-sized with limited diversity of object categories.

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