Western commercial environment · Healthcare & Life Sciences

Nursing Home & Assisted Living Egocentric Data Collection

First-person video of real nursing home & assisted living work in Western commercial settings, recorded to one written spec, consented, anonymized and QA-checked before it ships.
Sector
Healthcare & Life Sciences
Tasks listed
5
Status
5 available on request
Capture
Phone (head-mounted) / multiview rig

Environment

What does the nursing home & assisted living environment cover?

Typical settings: Nursing home, assisted living facility, hospice, memory care unit -- resident mobility assistance, feeding, medication handling, personal hygiene care, and room preparation.. 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 healthcare & life sciences work.

The environment sits in the Healthcare & Life Sciences 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 nursing home & assisted living tasks can be captured?

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

Nursing Home & Assisted Living tasks available for egocentric capture
TaskWhat is recordedSkillStatus
Feeding assistanceSet up the meal tray, cut food and help the resident eat with spoon and cup at a safe pace.MediumAvailable on request
Medication handlingCheck the medication chart, pop tablets from packs into cups and record what was given.MediumAvailable on request
Personal hygiene careHelp a resident wash, brush teeth and dress, handling towels, brushes and clothing.MediumAvailable on request
Resident mobility assistanceSupport a resident standing, transferring to a chair or walking with a frame.MediumAvailable on request
Room preparationMake the bed, tidy surfaces, set out water and personal items and prepare the room.EasyAvailable on request

Capture setup

How is nursing home & assisted living work captured?

Capture setups used in the nursing home & assisted living 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.5

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.5

Western markets

Which Western markets are recruited for nursing home & assisted living 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

Nursing Home & Assisted Living egocentric data, answered.

What nursing home & assisted living tasks can Firsthand capture?
5 listed tasks, including feeding assistance, medication handling, personal hygiene care, resident mobility assistance. 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 nursing home & assisted living 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 nursing home & assisted living 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.