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 our method. Our method leverages video and IMU and the poses are very accurate despite the complexity of the scenes.
- 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.