Western commercial environment · Retail & Consumer Goods
Retail Store Back of House Egocentric Data Collection
- Sector
- Retail & Consumer Goods
- Tasks listed
- 10
- Status
- 10 ready to deploy
- Capture
- Phone (head-mounted) / multiview rig
Environment
What does the retail store back of house environment cover?
Typical settings: Stockroom, receiving dock and backroom of supermarkets, apparel and general retail. 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 store back of house 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 |
|---|---|---|---|
| Backroom Organization | Sort stock onto labelled racks and bins, break down cartons and clear the aisles. | Easy | Ready to deploy |
| Cart & Basket Retrieval | Gather carts and baskets from the floor and car park and return them to the entrance. | Easy | Ready to deploy |
| Damaged-Goods Sorting | Inspect returned or damaged items, scan them and sort them into markdown or disposal bins. | Easy | Ready to deploy |
| Inspect and sort damaged goods using a handheld scanner and returns bins | Scan each damaged item, check the condition and drop it into the right returns bin. | Easy | Ready to deploy |
| Price Tagging & Signage | Print price labels, tag merchandise with a pricing gun and place shelf signage. | Easy | Ready to deploy |
| Retail Stocking Back of House | Move cartons from the backroom to the floor and stock shelves and displays. | Easy | Ready to deploy |
| Shelf Restocking & Facing | Refill shelves from cartons and pull products to the front edge with labels facing out. | Easy | Ready to deploy |
| Sort and organize backroom inventory using shelving racks and bins | Group backroom stock by category, shelve it on racks and label bins. | Easy | Ready to deploy |
| Tag and price merchandise using a pricing gun and label sheets | Load the pricing gun, tag each item and apply labels from sheets to packaging. | Easy | Ready to deploy |
| Unpack and stock shelves using a box cutter and stocking cart | Cut open cartons, load the stocking cart and fill shelves in the aisle. | Easy | Ready to deploy |
Capture setup
How is retail store back of house 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. | 10 |
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. | 10 |
| Available on request | Scoped and recruited to spec when a buyer asks for it. | 0 |
Western markets
Which Western markets are recruited for retail store back of house 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 Store Back of House egocentric data, answered.
- What retail store back of house tasks can Firsthand capture?
- 10 listed tasks, including backroom organization, cart & basket retrieval, damaged-goods sorting, inspect and sort damaged goods using a handheld scanner and returns bins. 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 store back of house 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 store back of house 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.