Egocentric Video Datasets
First-person and wrist-mounted video datasets purpose-built for embodied AI fine-tuning, manipulation policy training, and VLA model development - collected and delivered to your sensor specification.
A complete managed collection program
From collection protocol design through QA review to delivery in your required format.
Head-Mounted Egocentric Collections
GoPro MAX and ARIA-class head-mounted collections covering daily task activities, kitchen manipulation, assembly, and outdoor work. Minimum 1080p/30fps, color-calibrated per session, with action segment annotations aligned to your task taxonomy.
Wrist-Camera Manipulation Datasets
Wrist-mounted camera footage captured during robot teleoperation and human hand demonstrations - optimized for the perspective that manipulation policies see at inference. Available with synchronized depth (RGB-D) and force-torque sensor logs on request.
Multi-Sensor Synchronized Collections
Synchronized multi-camera datasets combining head-mounted, wrist, and overhead viewpoints with IMU, force-torque, and proprioceptive streams. Delivered with hardware-timestamped alignment and calibration files for direct use in multi-modal training pipelines.
Human Hand-Object Interaction Data
Egocentric hand-object interaction footage annotated with hand pose, object category, and interaction phase labels. Covering grasping, pouring, assembly, folding, and tool-use interactions - suitable as pre-training data for dexterous manipulation policies.
Custom Egocentric Programs
Commission programs with your exact camera specification, mounting configuration, and collection scenario. We run programs from our Hanoi base with a Vietnam-based participant pool.
Everything included in every delivery
- Datasets matched to the exact camera configuration your robot uses at deployment
- Vietnam-based participant pool collected from our Hanoi team
- Session-level calibration data for each collection run included with every dataset
- Action annotations aligned to your task taxonomy within 5 business days of delivery
One-time purchase, priced by volume
No subscriptions or ongoing royalties. The more data you need, the lower the per-unit cost. Contact us with your volume requirements for a quote.
Custom collection
Need data collected to your exact robot, camera, and scenario specification?
Frequently asked questions
Technical questions about collection methods, formats, and delivery.