Embody 3D: A Large-scale Multimodal Motion and Behavior Dataset
The Codec Avatars Lab at Meta introduces Embody 3D, a multimodal dataset of
500 individual hours of 3D motion data from 439 participants collected in a
multi-camera collection stage, amounting to over 54 million frames of tracked
3D motion. The dataset features a wide range of single-person motion data,
including prompted motions, hand gestures, and locomotion; as well as
multi-person behavioral and conversational data like discussions, conversations
in different emotional states, collaborative activities, and co-living
scenarios in an apartment-like space. We provide tracked human motion including
hand tracking and body shape, text annotations, and a separate audio track for
each participant.
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Claire McLean
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Makenzie Meendering
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Tristan Swartz
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Orri Gabbay
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Alexandra Olsen
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Rachel Jacobs
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Nicholas Rosen
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Philippe de Bree
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Tony Garcia
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Gadsden Merrill
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Jake Sandakly
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Julia Buffalini
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Neham Jain
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Steven Krenn
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Moneish Kumar
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Dejan Markovic
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Evonne Ng
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Fabian Prada
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Andrew Saba
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Siwei Zhang
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Vasu Agrawal
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Tim Godisart
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Alexander Richard
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Michael Zollhoefer
Embody 3D: A Large-scale Multimodal Motion and Behavior Dataset
The Codec Avatars Lab at Meta introduces Embody 3D, a multimodal dataset of
500 individual hours of 3D motion data from 439 participants collected in a
multi-camera collection stage, amounting to over 54 million frames of tracked
3D motion. The dataset features a wide range of single-person motion data,
including prompted motions, hand gestures, and locomotion; as well as
multi-person behavioral and conversational data like discussions, conversations
in different emotional states, collaborative activities, and co-living
scenarios in an apartment-like space. We provide tracked human motion including
hand tracking and body shape, text annotations, and a separate audio track for
each participant.
Embody 3D is a multimodal dataset featuring extensive 3D motion data with hand tracking, body shape, text annotations, and audio tracks from multiple participants in various scenarios.
3D motion data multi-camera collection hand tracking body shape text annotations audio track multimodal dataset