Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
This dataset contains 8,000 high-quality GUI interaction sequences (continuous frames) across mobile and PC devices, covering scenarios such as desktop application…
1,673 Videos English Speaker Emotion Data, including Amazement, Anger, Fear, Joy, Neutral, Pain, Sad, including1,673 images, 1,673 Videos, 6,692 CSV files, 5,019 JSON…
This dataset contains synchronized 4-camera bimanual hand-held FastUMI demonstrations covering a variety of egocentric robotic manipulation tasks — Jenga, Candles,…
A curated dataset of CCTV-style video footage designed for weapon detection use cases.
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.
A diverse collection of documentary in various genres, including history, science, nature, culture, sports, entertainment etc.
Egocentric, multi-view human demonstrations of data-center / IT-infrastructure manipulation activities, captured with a FastUMI handheld egocentric rig (Universal…
Five hand-picked, QC-passed episodes of bimanual (two-arm) robot teleoperation captured via a GELLO leader-arm rig.
A handheld-gripper demonstration of a high-precision network-cabling task: inserting and latching an RJ45 connector into a densely populated switch port on a server rack.
The provider delivers a unified data development platform for creating production-ready datasets across the most demanding AI domains, including Physical AI (robotics,…
Six egocentric demonstrations of laboratory handling and precision tool use, combining three-view 1080p video at 30 fps, 100 tactile taxels per hand, glove IMUs, and…
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 showcase episode of handheld-gripper tabletop manipulation, converted from raw MCAP into a HuggingFace LeRobot v2.1 dataset and shipped with the complete QC…
A single continuous egocentric demonstration of a person wrapping a gift — handling wrapping paper, tape and scissors on a work surface.
A teleoperated bimanual demonstration of domestic garment handling — picking up and manipulating clothing items over a soft surface — recorded on a DAS bimanual…
A diverse collection of documentaries spanning various genres, including history, science, nature, culture etc.
A diverse collection of documentary in various genres, including history, science, nature, culture, sports, entertainment etc.