<ul><li>Objaverse++ is a curated subset of Objaverse with detailed attribute annotations by human experts.</li><li>10,000 3D objects in Objaverse++ are manually annotated with attributes such as aesthetic quality scores, texture color classifications, multi-object composition flags, and transparency characteristics.</li><li>A neural network trained on Objaverse++ achieved better performance in image-to-3D generation tasks compared to models trained on the larger Objaverse dataset.</li><li>Approximately 500,000 curated 3D models are released as the enhanced dataset, offering a more efficient path to develop 3D generative models.</li></ul>

Objaverse++: Curated 3D Object Dataset with Quality Annotations

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