Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
The Multimodal Human Manipulation Dataset is a 6,000-hour sensor-rich collection of humans performing physical manipulation tasks with synchronized visual, motion, 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…
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.
The provider provides commercially licensable multi-view drone imagery and associated reconstructed 3D and geospatial data.
Off-the-shelf manipulation datasets rarely match the exact task, objects, or environment your policy needs.
Azimov is egocentric (first-person) data recorded by trained professionals doing their actual jobs on live, operating sites.
33 minutes and 4 seconds of continuous, unscripted laundry folding on a bed in a North American home (Utah, USA), recorded head-mounted on a Luxonis OAK-D Pro W on 21…
This dataset contains ~20-second episodes of a person naturally folding cloth, captured by the provider’s wrist-worn AI smartwatch.
Egocentric video recorded by contributors in their own homes across Brazil, through Verakin, our contributor network in the five regions of the country.
Egocentric video of skilled workers doing their actual jobs in Brazil, recorded on head-mounted phones through Verakin, our contributor network, and through partner…
1. Overview the provider provide accurate and comprehensive data support for various embodied intelligent applications.
The Ultimate Clean-Background Fashion & Street Style Dataset This premium archive contains 10,600 high-resolution, meticulously curated fashion portraits captured on…
This egocentric dataset is produced on demand based on the buyer’s required tasks, geography, participant profiles, capture setup, annotation depth and target volume.
This egocentric video dataset is a collection of high-quality first-person videos recorded in real work + residential environments across Pakistan at 1080p resolution or…
Scope: Synthetic customer–agent interactions, available in dual-channel (per speaker) or single-channel mixes.
Scope: Synthetic customer–agent interactions, available in dual-channel (per speaker) or single-channel mixes.
This world model dataset is produced on demand based on the buyer’s required tasks, sensor stack, participant profiles, capture environments, annotation depth and target…
2,000 robot manipulation episodes with multi-camera video, robot joint states, gripper states, action trajectories, object labels, task phases, and success/failure…