Western commercial environment · Retail & Consumer Goods
Retail Floor Set Egocentric Data Collection
- Sector
- Retail & Consumer Goods
- Tasks listed
- 12
- Status
- 12 available on request
- Capture
- Multiview rig + handheld grippers
Environment
What does the retail floor set environment cover?
Typical settings: Shelving, a checkout, a garment rail and a pack bench. 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 retail & consumer goods work.
The environment sits in the Retail & Consumer Goods 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 retail floor set 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 |
|---|---|---|---|
| Assemble promo display | Build a small promotional display. | Easy | Available on request |
| Bag groceries | Bag groceries by weight and fragility. | Medium | Available on request |
| Fold + stack apparel | Fold garments and build a stack. | Medium | Available on request |
| Hang + size-order rail | Hang garments in size order. | Easy | Available on request |
| Pick + pack order | Pick items for an order and pack. | Easy | Available on request |
| Price-tag items | Attach price tags/labels. | Easy | Available on request |
| Process a return | Inspect, re-tag, and re-shelve a return. | Easy | Available on request |
| Reset fitting room | Re-hang and tidy a fitting room. | Easy | Available on request |
| Restock display case | Restock a chilled display case. | Easy | Available on request |
| Scan + bag at checkout | Scan items and bag by type. | Easy | Available on request |
| Shelf restock + face | Restock a shelf and face products. | Easy | Available on request |
| Unbox + stage stock | Open a carton and stage stock. | Easy | Available on request |
Capture setup
How is retail floor set 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. | 12 |
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. | 12 |
Western markets
Which Western markets are recruited for retail floor set 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
Retail Floor Set egocentric data, answered.
- What retail floor set tasks can Firsthand capture?
- 12 listed tasks, including assemble promo display, bag groceries, fold + stack apparel, hang + size-order rail. 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 retail floor set 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 retail floor set 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.