Task family

Egocentric Veterinary Clinic Task Video Data

Preparing an examination room, laying out instruments, cleaning a kennel and handling or caring for an animal, captured against a spec you write, for veterinary robot training data and fast, on-demand custom veterinary data collection.
Clinic tasks
Five catalog rows
Capture
Head-mounted phone or multiview rig
Billing
Per validated hour
License
Buyer-owned

Requirements

What does veterinary clinic task data need?

01

A named clinic task list

Preparing a room, setting out instruments, cleaning a kennel and handling an animal are different sequences, so a spec names each one and the setting it runs in.

02

A stated animal subject

The catalog names animals in two rows without saying whether they are live, models or props, so the spec has to say which one it means.

03

Hands and objects in view

A head-mounted view or a multiview rig keeps the table, the tray, the packs and the kennel in frame while the hands work.

04

Step boundaries on the same clock

Frame-accurate action segments mark where wiping ends, where instruments are laid out and where bedding is removed or replaced.

05

Rights you can ship on

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

Why it matters

What is egocentric veterinary clinic task data, and why does it need its own page?

Egocentric veterinary clinic task data is real-world video of the physical hand work done in a veterinary clinic: preparing an examination room, laying out instruments on a tray, cleaning a kennel, and handling or caring for an animal. It is recorded against a written spec, with the streams the site states for its custom collections. The tasks are the ones the site states under its Veterinary Clinic catalog environment, in the Pet & Animal Care sector.

It is task data, not footage of clients. This page does not describe capturing pet owners, clients or faces, and it makes no clinical, diagnostic, treatment or animal-welfare claim.

Setting

Which clinic tasks can be captured?

The site states veterinary work in one catalog environment, Veterinary Clinic, under the Pet & Animal Care sector. Five task rows sit under it. Two are rated Easy and three are rated Medium. Every row lists the same capture mode, a head-mounted phone or a multiview rig, and every row carries the status Available on request.

The examples line names the five tasks: animal handling, examination room prep, surgical instrument setup, kennel cleaning and post-procedure care. The catalog does not say whether the animals in these rows are live animals, animal models or props, and it does not say whether the set is staged. This page claims none of those. Species, animal models and set details are Not stated, so the spec should say which applies.

Room and instruments

How are the examination room and instrument rows described?

Two rows cover the room and the tray. Examination room prep wipes the table, lays out instruments and supplies and sets up the room for the next patient, and it is rated Easy. Surgical instrument setup opens sterile packs and lays out surgical instruments on the tray in order, and it is rated Medium. Together they form a reset loop: wipe, lay out and set up so the room is ready again.

The words "sterile" and "surgical" are catalog wording. The site states no sterility standard, instrument list, tray layout or tray order, and it makes no hygiene or certification claim. A spec should name the instrument groups, the order and what ready means.

Kennels

How is the kennel cleaning row described?

One Easy row covers the kennel. Kennel cleaning removes bedding and waste, hoses and disinfects the kennel and lays fresh bedding. The catalog gives one line for it and lists the status Available on request. The steps run in the catalog's order: remove, hose, disinfect and lay fresh bedding.

The site states no kennel sizes, cleaning agents, disinfectant names, contact times or sanitation standard, and it does not say whether an animal is present while cleaning happens. None of that is claimed here. Any rule about what counts as clean is set in the spec.

Animal rows

How are the animal handling and post-procedure care rows described?

Two Medium rows name an animal. Animal handling lifts, holds and restrains animals safely on the table during examination. Post-procedure care monitors a recovering animal, changes dressings, gives fluids and cleans the wound area. Both are listed as Available on request, and the pet care page lists the same rows from the pet side.

These are the rows where a buyer should be most explicit. The site states no species, weights, handling methods, dressing types, fluids, doses or procedures, and it makes no clinical, treatment or animal-welfare claim. It does not say whether a live animal, a model or a prop is used, and this page does not claim live-animal capture. The spec states which applies and sets the accept criteria.

Environments

Where is it captured and how are workers and clients protected?

The catalog places the work in a veterinary clinic setting, and the environment page states that contributors are recruited to spec in Western program markets, so the footage reflects work done by people in North American and European businesses. The site names no clinic, operator or region for this set, and the number of sites is Not stated. Access and schedule are agreed in the spec.

The privacy steps the site states are these. 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, a reviewer confirms the result before anything ships, and the anonymization record is delivered with the data. Footage with bystanders who cannot be de-identified is discarded. The site states no clinic-specific rule for clients, so how any client or owner in frame is handled is settled in the spec.

Capture setup

How is clinic work captured?

The catalog names the same mode for all five rows: a head-mounted phone or a multiview rig. On the rig tier, every stream is hardware-triggered onto one PTP clock domain, and the rig is calibrated twice per session, before capture starts and after it ends. An episode is accepted only if RMS reprojection stays under 0.28 px.

The catalog does not say which of the two modes applies to each row, so the mode is set in the spec. Camera count, resolution, frame rate and rig layout are Not stated, so session length and volume are quoted against your spec.

Streams and labels

What does each clinic episode contain?

The Firsthand episode schema, stated for custom collections, has ten streams synced under 2 ms, with RGB, depth, 3D hand pose with per-joint visibility, contact and grasp events, and frame-accurate action segments. For clinic work, contact events mark touches on a tray, a pack, a kennel or the table, and action segments mark each step, such as wipe, lay out, remove, hose and lay fresh bedding.

The site does not say which streams apply to each capture mode row by row, so the stream list is confirmed in the spec. Object labels use the terms your spec sets. Force or tactile data, and success or quality labels, are Not stated for these rows. Tactile gloves are a separate capture tier with their own page.

Delivery

How is the data labeled and delivered?

Delivery formats are RLDS, LeRobot and WebDataset, plus HDF5, zarr and Rerun .rrd. The format table below sets each against what its official documentation states. Action segments are the step labels, and any further object labels follow the spec.

Every batch is validated against signed accept criteria before it ships, with a reject log, and delivery is rolling, per validated batch. Billing is per validated hour, and rejected items are recaptured at our cost.

Why it is hard

Why are clinic setup, cleaning and restocking tasks hard for robot learning?

The site states no robot results for clinic work, so this section describes what the work asks of a dataset, not what any policy achieves. The catalog describes resets and sequences: wipe the table and lay out instruments in order, open packs, remove and replace bedding, hose a kennel and lay fresh bedding. The same room is returned to ready again and again, and the order matters.

Packs open and their contents are laid out in sequence, so a dataset needs the pack, the tray and the hand on one timeline. The animal rows put an animal in the scene, and the site states nothing about whether it is live, a model or a prop. It states no cycle times, repetition counts or error rates, so a spec names the tasks, item groups and number of sequences.

Fast · on demand

How fast can a custom veterinary 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 clinic work.

All five rows are listed as Available on request, so the timeline is quoted against your spec before any capture begins.

The spec

How do you start a pilot?

You describe the clinic tasks, item groups and sequence your policy needs, and say whether the animal rows use live animals, models or props. We turn that into a written spec covering tasks, environments, capture tier, annotation depth and accept criteria, then quote reach, timeline and price before any capture begins.

A Spec Pilot, a small and fast first batch, can prove the spec and accept criteria before you scale. Billing is per validated hour, a reject log ships with every batch, rejected items are recaptured at our cost, and every collection ships under a perpetual, buyer-owned commercial license.

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 cover veterinary clinic tasks?

The five Veterinary Clinic rows with the catalog description, skill rating and status as listed. Every row lists a head-mounted phone or a multiview rig as capture mode.
Task familyCatalog task and descriptionSkillStatus
Room and instrumentsExamination room prep: wipe the table, lay out instruments and supplies and set up the room for the next patientEasyAvailable on request
Room and instrumentsSurgical instrument setup: open sterile packs and lay out surgical instruments on the tray in orderMediumAvailable on request
KennelsKennel cleaning: remove bedding and waste, hose and disinfect the kennel and lay fresh beddingEasyAvailable on request
Animal rowsAnimal handling: lift, hold and restrain animals safely on the table during examinationMediumAvailable on request
Animal rowsPost-procedure care: monitor a recovering animal, change dressings, give fluids and clean the wound areaMediumAvailable on request

Streams and tasks

How do the stated streams map to clinic tasks?

The streams the site states for Firsthand custom collections, set against what each carries in a clinic episode. Row-by-row stream coverage for each capture mode is confirmed in the spec.
Stream or labelStatus on this siteWhat it carries in a clinic episode
RGB and depthStated; ten streams synced under 2 msKeeps the table, trays, packs and hands on one timeline
3D hand pose, per-joint visibilityStated for custom collectionsCarries how fingers wipe, open packs, lay out and hold
Contact and grasp eventsStatedMarks when fingers meet a tray, a pack, a kennel or the table
Action segmentsStated; frame-accurateSeparates wiping, laying out, removing, hosing and re-laying
Object labelsSet by your specNames the items and steps in the terms your policy uses

What is not stated

Which clinic details does the site not state?

Clinic fields the site does not state, and where each one is settled.
ItemStatus on this siteWhere it is settled
Live animals, animal models or propsNot statedThe written spec
Animal speciesNot statedThe written spec
Clinical, diagnostic, treatment, medication or dosage claimsNot statedNot claimed on this page
Animal-welfare, regulatory or certification claimsNot statedNot claimed on this page
Equipment lists or tool modelsNot stated; the catalog names item types onlyThe written spec
Venue types, regions, number of sitesNot stated beyond Western program marketsThe written spec
Cycle times, throughput, repetition countsNot statedQuoted against your spec
Number of episodes or workersNot statedThe written spec
Clinic-specific client handlingNot statedThe written spec
Success or quality labelsNot statedThe written spec, if needed
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 veterinary clinic 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

Veterinary robot training data, answered.

What is egocentric veterinary clinic task video data?
Video of the hand work done in a veterinary clinic, such as preparing an examination room, laying out instruments, cleaning a kennel and handling an animal, captured with a head-mounted phone or multiview rig against a written spec.
Which clinic tasks does the site state?
The task catalog lists five rows under Veterinary Clinic: animal handling, examination room prep, surgical instrument setup, kennel cleaning and post-procedure care. Two are rated Easy, three Medium, and all are Available on request.
Are the animals live, models or props?
The site does not say. The catalog names an animal in two rows and does not state whether it is live, a model or a prop, so this page does not claim live-animal capture. State which applies in the spec.
Does the data show pet owners, clients or faces?
This page does not describe capturing pet owners or clients. Faces are irreversibly blurred at ingest, a reviewer confirms the result, and footage with bystanders who cannot be de-identified is discarded. Client handling beyond that is settled in the spec.
How do the grooming rows relate to this page?
They do not. The two Pet Grooming Salon rows are a separate catalog environment and are covered on the pet care page, which also lists the three veterinary rows that name an animal.
What streams and labels come with a clinic episode?
Ten hardware-synchronized streams aligned under 2 ms, with RGB, depth, 3D hand pose, contact and grasp events and frame-accurate action segments. Force, tactile, success and quality labels are not stated for these rows.
How fast can a custom veterinary 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.
Do you capture robot or teleoperation data for clinic work?
No. Firsthand captures humans, not robots. Episodes carry human hand pose and human action labels, so using them for a specific robot means your own retargeting step. The license is perpetual and buyer-owned, and the executed order form governs.

Sources

Where are the delivery formats on this page documented?

Request a custom dataset.

Tell us the clinic tasks, item groups and sequence your policy needs to handle, and whether the animal rows use live animals, models or props. 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.