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EgoDex

Egocentric human demonstrations of varied tabletop manipulation tasks

Description

EgoDex contains 829 hours, 338,000 demonstrations, and 90 million 1080p frames across 194 tabletop manipulation tasks. Apple Vision Pro and ARKit record natural bare-hand demonstrations with egocentric RGB, calibrated camera parameters, upper-body pose, 25 tracked joints per hand, confidence values, and natural-language descriptions. Tasks range from tying shoelaces and folding laundry to tightening screws, dealing cards, and inserting batteries; the dataset supports dexterous trajectory prediction, inverse dynamics, robotics pretraining, and egocentric perception research.

License

CC BY-NC-ND 4.0.

* Double-check the publisher's current license and usage terms before using this dataset.