Western commercial environment · Agriculture & Grounds
Farm & Field Operations Egocentric Data Collection
- Sector
- Agriculture & Grounds
- Tasks listed
- 21
- Status
- 11 active collection, 10 ready to deploy
- Capture
- Phone (head-mounted) / multiview rig
Environment
What does the farm & field operations environment cover?
Typical settings: Farm fieldwork, greenhouse, orchard, vineyard -- harvesting, planting, pruning, irrigation, equipment operation. 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 agriculture & grounds work.
The environment sits in the Agriculture & Grounds 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 farm & field operations 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 |
|---|---|---|---|
| Agriculture Hand Harvesting | Planting, tending, harvesting and handling produce in commercial growing operations. | Easy | Active collection |
| Assemble and repair irrigation lines using PVC fittings and a pipe cutter | Cut PVC pipe to length, fit connectors and replace broken sections in the irrigation line. | Medium | Active collection |
| Farm equipment operation | Operate tractors, mowers or loaders and attach and detach implements. | Hard | Active collection |
| Feed and water livestock using feed buckets and hoses | Carry feed buckets to troughs, pour feed and fill water troughs with a hose. | Easy | Active collection |
| Harvest and sort produce using pruning shears and field crates | Cut produce from the plant with shears, check quality and sort it into field crates. | Easy | Active collection |
| Harvesting | Pick ripe fruit or vegetables by hand or with shears and place them in crates. | Easy | Active collection |
| Irrigation | Move and connect irrigation lines, open valves and check water reaches each row. | Easy | Active collection |
| Plant and transplant seedlings using a hand trowel and seedling trays | Take seedlings from trays, dig with a trowel and plant them at spacing along the row. | Medium | Active collection |
| Planting | Sow seeds or set plants in prepared soil at spacing, cover and water them. | Medium | Active collection |
| Prune and trim hedges using hedge trimmers and loppers | Cut hedge tops and sides with trimmers, remove thick stems with loppers and clear cuttings. | Medium | Active collection |
| Pruning | Cut back dead and overgrown branches with shears and loppers to shape the plant. | Medium | Active collection |
| Agriculture Landscaping & Groundskeeping | Mow, trim, plant and clear grounds and paths on the farm with hand and power tools. | Medium | Ready to deploy |
| Agriculture Planting & Transplanting | Dig holes or furrows, set seedlings in place and firm the soil around them. | Medium | Ready to deploy |
| Animal Pen Cleaning & Waste Removal | Muck out pens with fork and shovel, remove waste in barrows and lay fresh bedding. | Easy | Ready to deploy |
| Crop Sorting & Grading | Sort harvested crops by size and quality, discard damaged items and grade into crates. | Easy | Ready to deploy |
| Egg Collection & Candling | Collect eggs from the nests, check them against a light for defects and pack them. | Easy | Ready to deploy |
| Feeding & Watering Rounds | Walk the pens or fields delivering feed and topping up water for the animals. | Easy | Ready to deploy |
| Field Crate Loading & Hauling | Fill field crates with harvested produce, lift and stack them and haul them to the shed. | Easy | Ready to deploy |
| Greenhouse / Nursery Tending | Water, pot, prune and pest-check plants on greenhouse and nursery benches. | Medium | Ready to deploy |
| Irrigation Setup & Repair | Lay out drip or sprinkler lines, connect fittings and repair leaks and breaks. | Medium | Ready to deploy |
| Tractor & Implement Operation | Drive the tractor, hitch implements and operate them across the field. | Hard | Ready to deploy |
Capture setup
How is farm & field operations 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. | 21 |
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. | 11 |
| 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 farm & field operations 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
Farm & Field Operations egocentric data, answered.
- What farm & field operations tasks can Firsthand capture?
- 21 listed tasks, including agriculture hand harvesting, assemble and repair irrigation lines using pvc fittings and a pipe cutter, farm equipment operation, feed and water livestock using feed buckets and hoses. 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 farm & field operations 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 farm & field operations 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.