الملخص
Despite its promise for scaling robot learning, egocentric manipulation data is still scarce today. Collection at scale requires vertically integrating ergonomic hardware with centimeter-precise 3D algorithms, at a precision that has not been publicly demonstrated. To address this gap, we introduce RoboCap, a 250\,g six-camera dual-IMU hat designed for in-the-wild egocentric data capture, and the Grounded API, a suite of device-agnostic 3D algorithms tuned for RoboCap. In this report, we demonstrate how hardware, calibration, and 3D algorithms interact to achieve state-of-the-art performance on the public benchmarks: our SLAM across diverse settings and rigs, our depth estimation on egocentric settings, and our hand tracking when adapted to third-party devices.
الكلمات المفتاحية
الموضوع
بيانات النشر
- المجلة
- غير متاح
- وصول مفتوح
- وصول مفتوح أخضر
اقتبس هذه المقالة
APA 7
Superintelligence, G., & BitRobot (2026). RoboCap: A New Platform for Egocentric Robot Learning. https://omanscience.com/ar/articles/robocap-a-new-platform-for-egocentric-robot-learning
MLA 9
Superintelligence, Grounded, and BitRobot. "RoboCap: A New Platform for Egocentric Robot Learning." https://omanscience.com/ar/articles/robocap-a-new-platform-for-egocentric-robot-learning.
شيكاغو (المؤلف–التاريخ)
Superintelligence, Grounded, and BitRobot. 2026. "RoboCap: A New Platform for Egocentric Robot Learning." https://omanscience.com/ar/articles/robocap-a-new-platform-for-egocentric-robot-learning.
هارفارد
Superintelligence, G. and BitRobot (2026) 'RoboCap: A New Platform for Egocentric Robot Learning', Available at: https://omanscience.com/ar/articles/robocap-a-new-platform-for-egocentric-robot-learning.
فانكوفر
Superintelligence G, BitRobot. RoboCap: A New Platform for Egocentric Robot Learning. https://omanscience.com/ar/articles/robocap-a-new-platform-for-egocentric-robot-learning
IEEE
G. Superintelligence, and BitRobot, "RoboCap: A New Platform for Egocentric Robot Learning," https://omanscience.com/ar/articles/robocap-a-new-platform-for-egocentric-robot-learning.