Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
The Industrial First-Person Video Dataset is a 50,000-hour collection of egocentric workplace video capturing real industrial, warehouse, logistics, retail,…
A large-scale collection of real-world user-generated images and videos suitable for AI and machine learning applications.
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 (Accurate Data Annotator) provides data collection, annotation, and human evaluation services for AI and machine learning development, with access to…
202 People - Multi-angle Lip Multimodal Video Data.
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…
The Multimodal Human Manipulation Dataset is a 6,000-hour sensor-rich collection of humans performing physical manipulation tasks with synchronized visual, motion, and…
Data size: 500,000 videos Data resolution: no less than 1080P, no less than 5s, including video and audio.
41605 People - Multiple Style Video Data, which includes multiple styles video data of 41605 person IDs in various environment.
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 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…