UNDE.life HomeTasks
Synchronized egocentric + multi-view 4K video of real household tasks.
Training data for embodied AI and robotics. Commercially licensable. Consenting adults only. Professional TV production discipline applied to AI training data.
Face-blurred preview clips available on request.
01 · Product
UNDE.life HomeTasks
A dataset series for embodied-AI and robotics teams that need real in-home human activity, synchronized across body and room perspectives.
- Cooking (meal prep)
- Dishwashing
- Kitchen cleaning and tidying
- Laundry folding
- Kitchen organization
Release spec — every episode ships meeting these thresholds or is replaced
- ≥30 fps on all streams
- Inter-camera sync: frame-accurate (≤1 frame; ≤33 ms @ 30 fps), QR timecode, per-episode sync report
- Hardware timecode (PTP, ≤2 ms) on roadmap
- Frame drop ≤2%
- ≤5 h per environment per task (diversity cap)
- 2–3 fixed 4K third-person rigs + wearable egocentric camera
- UTC timecode synchronization
- Formats: LeRobot / HDF5 / MP4+JSON
- Consent-ID provenance manifest per episode
- Metadata: coarse demographics (age band, gender, handedness, household type), environment, task
02 · Why us
Why us
Built by a production team with 10+ years in multi-camera reality TV (multiple delivered shows)
KPI-driven field teams working to measurable quality targets
Two-stage QC: field review on capture day, post-production review before release
Broadcast-grade release-form workflows — written consent before cameras roll, not patched afterward
03 · Team
Team
Founder — TV producer, 10+ years in multi-camera, fixed-rig, in-home productions. LinkedIn ↗
Core production team of experienced production professionals
Scalable field contributor network across regions
04 · Custom capture
Custom capture
Pilot collections built to buyer specification — tasks, geographies, camera configurations. Typical pilot: 50–100 episodes.
Committed production capacity
The ≤5 h diversity cap always holds: growth comes from new homes, environments, and participants — never repetition.
05 · Geography
Geography
Distributed multi-country collection — across Europe, CIS, and beyond — managed by professional production teams. Exact collection countries are confirmed per project, sanctions-screened. New regions launched on request.
06 · Compliance
Compliance & rights
- 18+ participants only; written releases cover AI training, licensee redistribution, and withdrawal
- No minors on screen
- Bystander protocol and a defined audio policy
- GDPR-aligned; SCC/DPA-ready paperwork
- Zero scraped data — every frame originates from our own productions
07 · FAQ
FAQ
What's available now?
First HomeTasks batches are in production; NDA previews and pilot slots are available immediately.
What formats do you deliver?
LeRobot, HDF5, and MP4+JSON, with a provenance manifest and metadata per episode.
Do episodes include annotations?
None by default; custom annotation on request.
What licensing terms apply?
Perpetual, worldwide, non-exclusive by default; exclusivity negotiable.
How is audio handled?
Handled per release terms — suppressed, or consented speech only.
How can we evaluate the data?
Under NDA we share face-blurred previews; verified licensees receive full data.
How is data delivered?
Encrypted drives or S3-compatible transfer.
What does it cost?
Pricing is on request (depends on volume, formats, licensing). Write to sales@unde.life.
08 · Contact
Request samples or scope a custom collection.
Tell us your use case, target tasks, and volumes.
We reply within one business day. Happy to sign your NDA.
Direct email:
sales@unde.life
We reply within one business day. Happy to sign your NDA.