Western commercial environment · Construction & Trades
Trades Workshop Bench Egocentric Data Collection
- Sector
- Construction & Trades
- Tasks listed
- 13
- Status
- 13 available on request
- Capture
- Multiview rig + handheld grippers
Environment
What does the trades workshop bench environment cover?
Typical settings: Workshop bench with hand and power tools: wrenches, drivers, drill, saw, clamps, fasteners. 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 construction & trades work.
The environment sits in the Construction & Trades 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 trades workshop bench 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 |
|---|---|---|---|
| Apply + tool caulk | Run a caulk bead and tool it smooth. | Medium | Available on request |
| Assemble flat-pack | Assemble a panel unit with cam locks. | Medium | Available on request |
| Clamp + glue joint | Glue and clamp a joint square. | Medium | Available on request |
| Drill pilot + countersink | Drill a pilot hole and countersink. | Medium | Available on request |
| Drive screws with driver | Drive screws with a power driver. | Medium | Available on request |
| Hang a fixture | Level, mark, and screw-mount a fixture. | Medium | Available on request |
| Measure, mark, cut | Measure, mark a line, and saw to it. | Medium | Available on request |
| Ratchet socket on nut | Use a socket ratchet on nuts. | Medium | Available on request |
| Roll + cut-in paint | Roll a panel and cut-in edges. | Easy | Available on request |
| Sand + wipe surface | Sand a surface and wipe clean. | Easy | Available on request |
| Shut-off valve + gauge check | Operate a shut-off valve and read the gauge. | Medium | Available on request |
| Tighten bolt with wrench | Fit a wrench and tighten a bolt to snug. | Medium | Available on request |
| Wire an outlet | Strip wires and land on terminals. | Hard | Available on request |
Capture setup
How is trades workshop bench work captured?
| Setup | How it works | Tasks |
|---|---|---|
| Multiview rig + handheld grippers | A staged working set recorded by a multiview rig while the operator performs the task with handheld grippers, so demonstrations map onto a robot end effector. | 13 |
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. | 13 |
Western markets
Which Western markets are recruited for trades workshop bench 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
Trades Workshop Bench egocentric data, answered.
- What trades workshop bench tasks can Firsthand capture?
- 13 listed tasks, including apply + tool caulk, assemble flat-pack, clamp + glue joint, drill pilot + countersink. 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 trades workshop bench 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 trades workshop bench 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.