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WildAvatar: Web-scale In-the-wild Video Dataset for 3D Avatar Creation.
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site name
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2026-03-05 02:36:26
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WildAvatar: Web-scale In-the-wild Video Dataset for 3D Avatar Creation W i l d A v a t a r Web-scale In-the-wild Video Dataset for 3D Avatar Creation Zihao Huang 1 Shoukang Hu 2 Guangcong Wang 3 Tianqi Liu 1 Yuhang Zang 4 Zhiguo Cao 1 Wei Li 2 Ziwei Liu 2 1 HUST 2 NTU 3 GBU 4 SHLAB Paper YouTube Code Data TL;DR WildAvatar is a large-scale dataset from YouTube with 10,000+ human subjects, designed to address the limitations of existing laboratory datasets for avatar creation. Demo Video Abstract Existing human datasets for avatar creation are typically limited to laboratory environments, wherein high-quality annotations (e.g., SMPL estimation from 3D scans or multi-view images) can be ideally provided. However, their annotating requirements are impractical for real-world images or videos, posing challenges toward real-world applications on c...
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