Western commercial environment · Food & Beverage

Catering & Event Kitchen Egocentric Data Collection

First-person video of real catering & event kitchen work in Western commercial settings, recorded to one written spec, consented, anonymized and QA-checked before it ships.
Sector
Food & Beverage
Tasks listed
3
Status
3 available on request
Capture
Phone (head-mounted) / multiview rig

Environment

What does the catering & event kitchen environment cover?

Typical settings: Hotel banquet kitchen, airline catering, hospital canteen, stadium concessions, event catering facility. 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 food & beverage work.

The environment sits in the Food & Beverage 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 catering & event kitchen tasks can be captured?

Every task in the catalog for this environment, with its skill level and current status.

Catering & Event Kitchen tasks available for egocentric capture
TaskWhat is recordedSkillStatus
Banquet platingPortion hot dishes onto plates in sequence, wipe rims and load plates onto service trays.MediumAvailable on request
Bulk food preparationPrep vegetables, proteins and sauces in large batches using hotel pans and commercial mixers.MediumAvailable on request
Event service setup and breakdownSet out chafing dishes, service stations and utensils, then clear and pack them after service.EasyAvailable on request

Capture setup

How is catering & event kitchen work captured?

Capture setups used in the catering & event kitchen environment
SetupHow it worksTasks
Phone (head-mounted) / multiview rigA 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.3

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?

Catalog status definitions
StatusMeaningTasks here
Active collectionRecording in this environment is running now, so a spec can join an existing capture stream.0
Ready to deployContributors and site access are set up; capture starts once a spec is signed.0
Available on requestScoped and recruited to spec when a buyer asks for it.3

Western markets

Which Western markets are recruited for catering & event kitchen 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

Catering & Event Kitchen egocentric data, answered.

What catering & event kitchen tasks can Firsthand capture?
3 listed tasks, including banquet plating, bulk food preparation, event service setup and breakdown. 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 catering & event kitchen 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 catering & event kitchen 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.