AIBullisharXiv – CS AI · 10h ago7/10
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XmoPipe: A Pipeline for Large-Scale In-the-Wild Human Motion Dataset Construction
XmoPipe is a scalable pipeline that constructs large-scale human motion datasets by extracting 3D body and facial motion from unconstrained online videos, combined with automated textual descriptions. The system demonstrates that motion models trained on this in-the-wild data achieve performance comparable to traditional marker-based motion capture datasets while offering superior scalability and diversity.