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Notes from the collection side
Practical writing for robotics engineers and research managers on demonstration data, LeRobot packaging, and collection tradeoffs.
Articles
Latest
LeRobot · 2026-07-23
What is a LeRobot dataset?
Episodic observations, actions, and metadata for Hugging Face LeRobot, plus when to commission custom collection.
Read →Imitation learning · 2026-07-23
Egocentric vs teleop for robot learning
Scalability, embodiment match, and when teams use first-person demos versus robot teleoperation.
Read →Data strategy · 2026-07-23
Open egocentric datasets vs custom collection
When public corpora are enough, and when proprietary objects, exclusivity, and packaging require a custom program.
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