Western commercial environment · Repair Services
Repair Shop Egocentric Data Collection
- Sector
- Repair Services
- Tasks listed
- 6
- Status
- 6 available on request
- Capture
- Phone (head-mounted) / multiview rig
Environment
What does the repair shop environment cover?
Typical settings: Electronics repair, appliance workshop, bicycle shop, shoe repair, watch repair, furniture restoration. Each recording shows the worker's hands, tools and the objects they handle from their own point of view, in the layouts and with the equipment used in Western repair services work.
The environment sits in the Repair Services sector of the commercial catalog. A spec can take the listed tasks as-is, narrow them, or add tasks the list does not name.
Tasks
Which repair shop tasks can be captured?
Every task in the catalog for this environment, with its skill level and current status.
| Task | What is recorded | Skill | Status |
|---|---|---|---|
| Appliance repair | Open the appliance, test components, replace the faulty part and reassemble. | Hard | Available on request |
| Bicycle repair | Adjust brakes and gears, replace tubes, chains and cables and true wheels. | Medium | Available on request |
| Electronics repair | Open the device, diagnose the fault, replace the screen, battery or board and test. | Hard | Available on request |
| Furniture restoration | Strip old finish, repair joints and veneer, sand and refinish the piece. | Hard | Available on request |
| Shoe repair | Remove worn soles or heels, cut and glue replacements and stitch and finish edges. | Hard | Available on request |
| Watch repair | Open the case, replace the battery or movement parts under magnification and reseal. | Hard | Available on request |
Capture setup
How is repair shop work captured?
| Setup | How it works | Tasks |
|---|---|---|
| Phone (head-mounted) / multiview rig | A head-mounted phone records the first-person view of real work on site; a multiview rig adds synchronized third-person angles when the spec asks for them. | 6 |
On the rig tier, every stream is aligned to a shared clock and checked at the sync gate before an hour is billed. See capture for the hardware.
Status
What does each status mean?
| Status | Meaning | Tasks here |
|---|---|---|
| Active collection | Recording in this environment is running now, so a spec can join an existing capture stream. | 0 |
| Ready to deploy | Contributors and site access are set up; capture starts once a spec is signed. | 0 |
| Available on request | Scoped and recruited to spec when a buyer asks for it. | 6 |
Western markets
Which Western markets are recruited for repair shop capture?
Contributors are recruited to spec in Western program markets, so the footage reflects how this work is done in North American and European businesses. Country pages list the legal basis and status for each market.
Delivery
How is the data delivered?
Footage is delivered in RLDS, LeRobot, WebDataset, HDF5, zarr and Rerun .rrd, mapped to the canonical episode schema, under a buyer-owned commercial licence. See delivery formats, sample data outputs and how to scope a custom collection.
FAQ
Repair Shop egocentric data, answered.
- What repair shop tasks can Firsthand capture?
- 6 listed tasks, including appliance repair, bicycle repair, electronics repair, furniture restoration. Tasks outside the list can be added to a spec.
- What does "Western" mean for this environment?
- The settings, equipment, packaging and signage found in North American and European repair shop work, recruited in program markets such as United States, Canada, United Kingdom, Germany.
- How fast can collection start?
- A median of 48 hours from signed spec to first validated batch where coverage is deep. Tasks marked available on request are recruited first, and the timeline is quoted against the spec before capture begins.
- Is the footage consented and anonymized?
- Yes. Releases are collected before capture, and faces, licence plates and screens are detected and blurred, with a human review step, before footage is delivered.
- Who owns the data?
- Delivery is under a buyer-owned commercial licence. Pricing is quoted per engagement and billed per validated hour, meaning footage that passed sync and QA against your spec.
Need repair shop footage for your model?
Tell us which tasks your model is missing. We quote reach, timeline and price against one written spec, starting with a Spec Pilot.