The 3D Poses in the Wild dataset is the first dataset in the wild with accurate 3D poses for evaluation. While other datasets outdoors exist, they are all restricted to a small recording volume. 3DPW is the first one that includes video footage taken from a moving phone camera.

The dataset includes:

  • 60 video sequences.
  • 2D pose annotations.
  • 3D poses obtained with the method introduced in the paper.
  • Camera poses for every frame in the sequences.
  • 3D body scans and 3D people models (re-poseable and re-shapeable). Each sequence contains its corresponding models.
  • 18 3D models in different clothing variations.
Source: https://virtualhumans.mpi


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