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Paper · arXiv

NymeriaPlus: Enriching Nymeria Dataset with Additional Annotations and Data

The Nymeria Dataset, released in 2024, is a large-scale collection of in-the-wild human activities captured with multiple egocentric wearable devices that are spatially localized and temporally synchronized. It provides body-motion ground truth recorded with a motion-capture suit, device trajectories, semi-dense 3D point clouds, and in-context narrations. In this paper, we upgrade Nymeria and introduce NymeriaPlus. NymeriaPlus features: (1) improved human motion in Momentum Human Rig (MHR) and SMPL formats; (2) dense 3D and 2D bounding box annotations for indoor objects and structural elements; (3) instance-level 3D object reconstructions; and (4) additional modalities e.g., basemap recor...

AuthorsDaniel DeTone, Federica Bogo, Eric-Tuan Le et al.
Primary categorycs.CV
Published19 March 2026
Last updated at source19 March 2026
cs.CV
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