Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
This dataset contains synchronized 4-camera bimanual hand-held FastUMI demonstrations covering a variety of egocentric robotic manipulation tasks — Jenga, Candles,…
Multi-view humanoid teleoperation demonstrations of a cluttered-bin pick-and-place manipulation task, captured on a Unitree G1 robot operated by a human teleoperator.
This dataset contains 8 single-camera egocentric household-activity demonstrations captured on head-mounted camera(no robot involved).
This dataset contains 10 multi-view egocentric household-activity demonstrations captured on head-mounted stereo camera and wrist cameras (no robot involved).
The dataset includes corporate meetings with video, audio, transcripts, meeting metadata, action items, and recaps.
Egocentric, multi-view human demonstrations of data-center / IT-infrastructure manipulation activities, captured with a FastUMI handheld egocentric rig (Universal…
A single continuous egocentric demonstration of a person opening a cardboard box with a utility knife and unpacking its contents.
A single continuous egocentric demonstration of a person painting a window trim with a brush on an outdoor building exterior — loading the brush, applying paint along…
Multi-view humanoid teleoperation demonstrations of a contact-rich press-and-release manipulation task, captured on a Unitree G1 robot operated by a human teleoperator.
A single continuous egocentric demonstration of a person setting a round dining table — laying out plates, bowls and cutlery.
A single continuous egocentric demonstration of a person unpacking and assembling a camera tripod — removing it from its bag, extending and locking the legs, and…
A single continuous egocentric demonstration of a person wrapping a gift — handling wrapping paper, tape and scissors on a work surface.