Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
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…
Data size: 10,000 Hours,including high quality data 1000h (Chinese and English) Data format: The video format is commonly used formats such as MP4, and the annotation…
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 collection of full-body and upper-body video recordings of 550 different participants speaking naturally on predefined and free-form topics like their experiences,…
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…
100,000 Videos - Single Dance&Sing Data, including 50000 dance videos and 50000 sing videos, the video resolution should not be lower than 1080P, with vertical screen as…
What this dataset is the provider licenses real job interview recordings captured on its own AI interviewer platform, used by 4,000+ companies.
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.
ACN's Custom Data Collection Service gives AI teams a single counterparty to acquire, process, enrich, and deliver bespoke audio and video training data to any…
A clean, first-party captured multimodal visual dataset designed specifically for computer vision (CV), machine learning (ML), and artificial intelligence model training.
This dataset provides high-quality, ethically sourced Annotated Imagery Data and video streams across Africa and global regions, specifically designed to train,…
Large-scale multimedia datasets containing extensive annotated video content across diverse real-world scenarios, designed for multimodal AI experimentation.
Specifications: • Volume: 50,000 hours • Weekly output: 1,000+ hours of new footage added per week • Environments: 16 distinct settings — 1 residential (home & daily…
Specifications: • Volume: 50,000 hours • Weekly output: 1,000+ hours of new footage added per week • Environments: 16 distinct settings — 1 residential (home & daily…
The provider provides commercially licensable multi-view drone imagery and associated reconstructed 3D and geospatial data.
Specifications: • Scope: Any modality — audio & speech, video & image, embodied AI/egocentric, 3D & spatial, generative media, text & multimodal • Sourcing: Proprietary…
Off-the-shelf manipulation datasets rarely match the exact task, objects, or environment your policy needs.
A collection of original documentary and expedition footage, filmed across multiple continents.
A teleoperated bimanual demonstration of domestic garment handling — picking up and manipulating clothing items over a soft surface — recorded on a DAS bimanual…
1. Specifications Data size : 100,000 id Population distribution : gender distribution: balance gender; race distribution: Caucasians,blacks,Indians,Asians; age…
A collection of large scale real‐world robotics manipulation dataset collected using the dual‐arm humanoid robot.