Product · mentioned 9 times
A data collection system for gathering robot manipulation data used in training.
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The Robotics Stack· 11 Oct
Varun Nair says UMI is already used in mid-training today, for better action retargeting for certain embodiments.RoboPapers· 10 Dec 2025
Jiageng Mao is interested in using egocentric human manipulation videos to train humanoid robots and in designing exoskeletons with arms, dexterous hands and egocentric cameras so humans can collect data without a physical robot.No Priors: Artificial Intelligence | Technology | Startups· 19 Nov 2025
Cheng Chi says the data was collected over two to three weeks of rain, so there was no sunlight data and the robot failed in sunlight, which demonstrated the importance of distribution matching.RoboPapers· 17 Aug 2025
Michael Cho says keeping it simple means keeping it ergonomically simple for the human, and places EgoZero at the other extreme from projects like UMI, DexUMI and DexWild, just glasses and a record button.