Western commercial environment · Hospitality & Events
Hotel & Lodging Egocentric Data Collection
- Sector
- Hospitality & Events
- Tasks listed
- 18
- Status
- 18 ready to deploy
- Capture
- Phone (head-mounted) / multiview rig
Environment
What does the hotel & lodging environment cover?
Typical settings: Hotel guest room servicing, resort housekeeping, bed-making, linen changes, bathroom cleaning, amenity restocking. 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 hospitality & events work.
The environment sits in the Hospitality & Events 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 hotel & lodging 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 |
|---|---|---|---|
| Bathroom cleaning | Scrub the toilet, sink and shower, wipe mirrors and surfaces and replace towels. | Easy | Ready to deploy |
| Clean and restock guest bathrooms using disinfectant and amenity kits | Clean and disinfect the guest bathroom and restock towels and amenity kits. | Easy | Ready to deploy |
| Hospitality Housekeeping | Strip and make beds, clean bathrooms, dust and vacuum and restock guest rooms. | Easy | Ready to deploy |
| Hotel Amenity Restocking | Restock toiletries, towels, coffee and minibar items from the housekeeping cart. | Easy | Ready to deploy |
| Hotel Bathroom Deep Clean | Deep clean tiles, grout, fixtures and drains in the guest bathroom with brushes and chemicals. | Medium | Ready to deploy |
| Hotel Bed Making | Fit sheets, tuck corners, place the duvet and arrange pillows to hotel standard. | Easy | Ready to deploy |
| Industrial Washer/Dryer Operation | Load and unload industrial washers and dryers, add chemicals and set the cycles. | Easy | Ready to deploy |
| Iron and fold linens using an industrial press and folding table | Feed linens through the industrial press and fold them on the folding table. | Easy | Ready to deploy |
| Ironing & Folding | Iron linens and uniforms on a press and fold them into stacks. | Easy | Ready to deploy |
| Linen changes | Strip used linens from the bed, bag them and dress the bed with fresh linen. | Easy | Ready to deploy |
| Lobby & Common-Area Cleaning | Vacuum and mop lobby floors, dust furniture, polish glass and empty bins. | Easy | Ready to deploy |
| Luggage Handling | Load guest luggage onto a trolley, move it through the hotel and deliver it to the room. | Easy | Ready to deploy |
| Pool & Spa Area Maintenance | Skim and test the pool, arrange loungers, wipe surfaces and restock towels. | Easy | Ready to deploy |
| Room Turnover & Inspection | Reset the room after checkout, check every item against the standard and report faults. | Medium | Ready to deploy |
| Soiled-Linen Sorting & Loading | Sort soiled linens by type, load them into carts and feed them into the washers. | Easy | Ready to deploy |
| Sort and load soiled linens using laundry carts and industrial washers | Sort linens into carts by type and load them into the industrial washers. | Easy | Ready to deploy |
| Strip and remake guest beds using fresh linens and mattress protectors | Strip the bed, fit protector and sheets, remake it and arrange the pillows. | Easy | Ready to deploy |
| Vacuum and dust guest rooms using a vacuum cleaner and microfiber cloths | Vacuum carpets and dust surfaces in the guest room with a vacuum and microfiber cloths. | Easy | Ready to deploy |
Capture setup
How is hotel & lodging 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. | 18 |
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. | 18 |
| Available on request | Scoped and recruited to spec when a buyer asks for it. | 0 |
Western markets
Which Western markets are recruited for hotel & lodging 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
Hotel & Lodging egocentric data, answered.
- What hotel & lodging tasks can Firsthand capture?
- 18 listed tasks, including bathroom cleaning, clean and restock guest bathrooms using disinfectant and amenity kits, hospitality housekeeping, hotel amenity restocking. 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 hotel & lodging 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 hotel & lodging 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.