Task family

Egocentric Irrigation Setup and Repair Data

Moving and connecting irrigation lines, laying out drip or sprinkler lines, cutting PVC pipe and replacing broken sections, captured from the worker point of view against a spec you write, for irrigation robot training data and fast, on-demand custom farm task data collection.
Catalog rows
Three, all in Farm & Field Operations
Skill rating
Easy to Medium
Billing
Per validated hour
License
Buyer-owned

Requirements

What does irrigation setup and repair data need?

01

Named steps

Laying out a line, moving it, connecting fittings, opening a valve, cutting pipe and replacing a broken section are different steps, so a spec names each one and the order they run in.

02

A stated line and fitting set

The catalog rows say irrigation lines, drip or sprinkler lines, PVC pipe, fittings, connectors, valves and a pipe cutter, and no more, so the spec says which ones your policy needs.

03

Hands, tool and fitting in view

A head-mounted view or a multiview rig keeps the hands, the pipe cutter and the fitting in frame through the whole sequence.

04

Step boundaries on the same clock

Frame-accurate action segments mark where a cut ends, where a connector goes on and where a repair is finished against the accept criteria in the spec.

05

Rights you can ship on

A perpetual, buyer-owned commercial license backed by a documented consent chain.

Why it matters

What is egocentric irrigation setup and repair data, and why does it need its own page?

Egocentric irrigation setup and repair data is real-world video of the physical work of putting water lines in place and fixing them. A worker moves and connects irrigation lines, opens valves, lays out drip or sprinkler lines, cuts PVC pipe to length, fits connectors and replaces broken sections. It is recorded against a written spec, with the streams the site states for its custom collections.

The farm and field task page lists these three rows inside a table of sixteen. The plumbing and pipe fitting page lists two of them as neighbouring rows. This page centres all three. It describes task video only, and it makes no water-saving, yield, flow-rate or certification claim.

Catalog rows

Which catalog rows cover irrigation?

Three, all in the Farm & Field Operations environment under the Agriculture & Grounds sector. "Irrigation" is described as moving and connecting irrigation lines, opening valves and checking water reaches each row. It is rated Easy and listed as Active collection. "Irrigation Setup & Repair" is described as laying out drip or sprinkler lines, connecting fittings and repairing leaks and breaks. It is rated Medium and listed as Ready to deploy.

"Assemble and repair irrigation lines using PVC fittings and a pipe cutter" is described as cutting PVC pipe to length, fitting connectors and replacing broken sections in the irrigation line. It is rated Medium and listed as Active collection. Every row lists a head-mounted phone or a multiview rig as the capture mode, and the steps inside each line are set by your spec. The words "check water reaches each row" are quoted from the catalog; the site states no measured result behind them.

The difference

How does it differ from other farm, plumbing and grounds rows?

The Farm & Field Operations environment has 21 rows, and three of them are irrigation rows. The others, such as harvesting, planting, livestock care and equipment operation, are separate listings. The plumbing and pipe fitting page covers pipe work in building trades. The landscaping and groundskeeping page covers mowing, trimming and clearing grounds.

For the broad farm picture, see the farm and field task page. For pipe work in buildings, see the plumbing page. For grounds work, see the landscaping page.

Streams

What does an irrigation setup or repair episode record?

Firsthand custom collections record ten hardware-synchronized streams aligned under 2 ms, with head and wrist RGB, depth, 3D hand pose with a per-joint visibility flag, contact and grasp events and frame-accurate action segments. The one language label the site states is a task instruction for each episode.

Standard capture is cameras, depth and IMU. A separate glove tier records a tactile signal, and the site does not state whether it applies to these rows. The site lists no label for the outcome of a step, such as whether a line stopped leaking. Pipe sizes, fitting types, valve types and whether force or tactile data are needed are settled in the spec.

Privacy

How are people, faces and screens handled?

Every episode links to a signed contributor release through a documented consent chain, and the consent record is part of the delivery. Faces, plates and screens are detected and irreversibly blurred at ingest, and a reviewer confirms the result before anything ships. Footage with bystanders who cannot be de-identified is discarded.

That is the whole of the privacy wording the site states. It does not state a rule for specific farms or growers, and the site states that Firsthand does not capture at a customer facility. Which site a program uses is agreed in the spec.

Fast · on demand

How fast can a custom irrigation dataset be collected?

Where coverage is already deep, the first validated batch lands in a median of 48 hours from signed spec. Thin environments typically take three to four weeks, because vetting operators there is the bottleneck, and we quote that up front. The site does not state which of the two applies to these rows.

You describe the lines, fittings, tools and repair sequence your policy needs, and we turn that into a written spec covering tasks, environments, capture tier, annotation depth and accept criteria. A Spec Pilot, a small and fast first batch, can prove the spec before you scale. Billing is per validated hour, a reject log ships with every batch, and rejected items are recaptured at our cost.

At a glance

What you get.

Every collection runs through the same seven-stage end-to-end custom collection pipeline. End-to-end custom data collection is a managed service that takes an AI data need from problem to owned dataset in a single accountable pipeline.

Catalog rows

Which catalog rows name irrigation, and which are neighbours?

The three irrigation rows as listed in the task catalog, with the environment, description, skill rating and status, then nearby rows shown only to mark where the irrigation rows end. All rows list a head-mounted phone or a multiview rig as capture mode.
Catalog taskEnvironment and sectorCatalog descriptionSkillStatus
IrrigationFarm & Field Operations, Agriculture & GroundsMove and connect irrigation lines, open valves and check water reaches each rowEasyActive collection
Irrigation Setup & RepairFarm & Field Operations, Agriculture & GroundsLay out drip or sprinkler lines, connect fittings and repair leaks and breaksMediumReady to deploy
Assemble and repair irrigation lines using PVC fittings and a pipe cutterFarm & Field Operations, Agriculture & GroundsCut PVC pipe to length, fit connectors and replace broken sections in the irrigation lineMediumActive collection
Feeding & Watering Rounds (separate row, not irrigation)Farm & Field Operations, Agriculture & GroundsListed separately in the farm environmentEasyReady to deploy
Feed and water livestock using feed buckets and hoses (separate row, not irrigation)Farm & Field Operations, Agriculture & GroundsListed separately in the farm environmentEasyActive collection

Streams and tasks

How do the stated streams map to irrigation tasks?

The streams the site states for Firsthand custom collections, set against what each carries in an irrigation setup or repair episode. Row-by-row stream coverage for each capture mode is confirmed in the spec.
Stream or labelStatus on this siteWhat it carries in an irrigation episode
Head and wrist RGB, depthStated; ten streams synced under 2 msKeeps the line, the fitting and the hands on one timeline
3D hand pose, per-joint visibilityStated for custom collectionsCarries how fingers hold a pipe, a connector or a cutter
Contact and grasp eventsStatedMarks when hands meet a pipe, a fitting, a valve or a cutter
Action segmentsStated; frame-accurateSeparates laying out, cutting, fitting and replacing a section
Task instructionStated; one per episodeStates the irrigation task in plain language
Object labelsSet by your specNames the lines, fittings and steps in the terms your policy uses

What is not stated

Which details does the site not state?

Fields the site does not state for these rows, and where each one is settled.
ItemStatus on this siteWhere it is settled
Water-saving, yield, crop-health or flow-rate resultsNot statedNot claimed on this page
Certification claimsNot statedNot claimed on this page
Whether "check water reaches each row" is measured or verifiedNot stated; the words come from the catalog rowNot claimed on this page
Pipe sizes, fitting types, valve types and cutter modelsNot stated; the rows say PVC fittings, connectors, valves and a pipe cutter onlyThe written spec
Irrigation system type, crop type, farm type or sizeNot stated; the rows say drip or sprinkler lines onlyThe written spec
Outcome labels such as leak fixed or line sealedNot statedThe written spec
Facility names, regions, number of sites or workersNot stated beyond Western program marketsThe written spec
Cycle times, throughput, repetition countsNot statedQuoted against your spec
Force or tactile dataNot stated for these rowsThe written spec, if needed
Robot or policy resultsNot statedNot claimed on this page

Formats

Which formats carry irrigation setup and repair data?

Delivery formats stated on the site, set against what each format official documentation states where the documentation was read.
FormatWhat the official documentation statesUsed for here
RLDSA dataset is retrieved as episodes, and each episode holds a dataset of steps (RLDS repository README)Episode-based training loaders
LeRobotLeRobotDataset v3.0 is a standardized format for robot learning data, including multi-camera video, with many episodes stored per Parquet or MP4 file (LeRobot documentation)LeRobot dataset format and tooling
WebDatasetTar files in which files that belong together share a basename, split into numbered shards (WebDataset README)Sharded streaming for large training runs
HDF5 and zarrStated by Firsthand onlyArray storage for custom pipelines
Rerun .rrdStated by Firsthand onlyMulti-stream synchronized playback for review

FAQ

Irrigation robot training data, answered.

What is egocentric irrigation setup and repair data?
Video of moving and connecting irrigation lines, laying out drip or sprinkler lines, cutting PVC pipe, fitting connectors and replacing broken sections, captured with a head-mounted phone or multiview rig against a written spec.
Which catalog rows does the site state for this?
Three, all in Farm & Field Operations: "Irrigation" (Easy, Active collection), "Irrigation Setup & Repair" (Medium, Ready to deploy) and "Assemble and repair irrigation lines using PVC fittings and a pipe cutter" (Medium, Active collection).
Which pipe sizes, fittings and irrigation systems are covered?
The site does not say. The catalog rows name PVC fittings, connectors, valves, a pipe cutter and drip or sprinkler lines, and no sizes, makes or models. Those are defined in the written spec.
Does the data include water-saving, yield or flow-rate claims?
No. The site states no water-saving, yield, flow-rate or certification claim for these rows, and this page makes none. It describes task video only.
Does the data show that a line stopped leaking?
No. The site lists no outcome label for a repair, and the phrase "check water reaches each row" comes from a catalog row description with no measurement behind it. Outcome labels would be written into the spec.
How fast can a custom dataset be collected?
From a signed spec to a first validated batch, a median of 48 hours where coverage is deep and three to four weeks where it is thin. The site does not say which applies to these rows, so ask when you request the quote.

Sources

Where are the delivery formats on this page documented?

Request a custom dataset.

Tell us the lines, fittings, tools and repair sequence your policy needs to handle. We will quote reach, timeline, and price against a written spec, with a first validated batch in a median of 48 hours where coverage is deep.