3DPW

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 Image Source: https://virtualhumans.mpi