Task family

Egocentric Electronics and Device Repair Video Data

Opening, diagnosing, replacing parts in and testing phones, laptops, tablets and consumer electronics, captured first-person against a spec you write, for device repair robot training data and fast, on-demand custom repair collection.
Streams
Ten, synced under 2 ms
First batch
Median 48 h where coverage is deep
Billing
Per validated hour
License
Buyer-owned
A garage workshop bench with a vise, hand tools on a pegboard, cans on a shelf and a coiled hose on the wall
A general workshop bench shown to illustrate the first-person view of bench work. It is not an electronics repair counter. The site lists device repair rows in its task catalog under an Electronics & Device Repair Shop environment.

Requirements

What does device repair data need?

01

A named repair task list

Diagnosing a fault, opening a case, swapping a part and testing the result are different sequences, so a spec names each one.

02

The device, the tool and both hands in frame

A head-mounted view keeps both hands, the open device and the part being handled in view through the whole sequence.

03

Hand pose through the small-part steps

3D hand pose with per-joint visibility carries the finger detail of lifting a cover, easing out a part and seating a replacement.

04

Step boundaries on the same clock

Frame-accurate action segments mark where opening ends, where diagnosis becomes replacement and where testing begins, aligned to video and depth.

05

Rights you can ship on

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

Why it matters

What is egocentric electronics and device repair video data, and why does it need its own page?

Egocentric electronics and device repair video data is real-world, first-person video of a person repairing an electronic device: working out what is wrong, opening the housing, removing and replacing a faulty part, closing the device up and testing it. It is recorded from the operator viewpoint, with depth, 3D hand pose, contact events and frame-accurate action segments aligned on one hardware clock.

Repair differs from assembly in its order of work. An assembler follows a known build sequence; a repairer starts from a fault, takes the device apart in reverse, decides which part has failed and then rebuilds. The electronics assembly page covers placing components, soldering and building devices, and the cable routing page covers wiring. This page covers fault-driven work on devices that already exist.

Setting

Which repair tasks can be captured?

The site states device repair in its task catalog, in two environments. An Electronics & Device Repair Shop environment lists one Device Repair row. A separate Repair Shop environment, covering appliance, bicycle, shoe, watch and furniture work, lists an Electronics repair row, an Appliance repair row and a Watch repair row alongside bicycle, shoe and furniture rows.

Every row uses the same capture mode, a head-mounted phone or a multiview rig. All four rows are rated Hard, and none is rated Easy or Medium.

Device repair

How is the Device Repair row described?

The catalog row reads "Diagnosing and repairing phones, laptops, tablets and consumer electronics." The example it gives for the environment is a phone, laptop and consumer electronics repair counter. It is the only row in the Electronics & Device Repair Shop environment, and it is listed as Active collection, which means recording is running now.

The row names categories of device, and no more. Device models, brands and the number of devices per session are Not stated, so they are set in the written spec.

Open, diagnose, replace

How are opening, diagnosing and replacing parts covered?

The Electronics repair row reads "Open the device, diagnose the fault, replace the screen, battery or board and test." It is rated Hard and listed as Available on request, so its timeline is quoted against your spec.

The Appliance repair row follows the same shape for appliances: "Open the appliance, test components, replace the faulty part and reassemble." It is rated Hard and Available on request.

Watch repair

Is watch repair counted as electronics repair?

The Watch repair row reads "Open the case, replace the battery or movement parts under magnification and reseal." The site does not say whether the watch is electronic, so this page lists it as neighbouring work and does not count it as electronics repair.

It is the only row that mentions magnification, and it mentions it as part of the task. The site does not state a macro lens, a magnified camera view or any close-range capture setting for repair, so none is claimed here.

What is not repair

Which neighbouring rows are not device repair?

The catalog lists several electronics rows that build, solder or break down devices instead of repairing them. Circuit board assembly places components, seats connectors and secures parts before soldering. Component soldering solders components to a board with an iron and solder wire, trims leads and inspects joints. Device manufacturing assembles housings, fits boards and cables, fastens screws and tests the unit. E-waste disassembly and sorting unscrews and pries open devices, removes boards and batteries and sorts materials into bins. A through-hole soldering row sits on a separate precision assembly bench.

None of those rows names a fault, a diagnosis or a replacement, so this page keeps them as neighbours.

Environments

Where are repair tasks captured?

The catalog places the single Device Repair row in an Electronics & Device Repair Shop environment, with a phone, laptop and consumer electronics repair counter as the example. The other three rows sit in a Repair Shop environment whose examples include electronics repair, appliance workshop and watch repair.

The site names no shop, brand or technician, and does not state capture at a customer own facility. Environment, access and schedule are agreed in the spec.

Capture setup

How is repair work captured from a first-person view?

A head-mounted phone records the first-person view of real work on site, and a multiview rig adds synchronized third-person angles when the spec asks for them. A wrist-mounted camera is available alongside the head camera for close-range detail.

The site does not state a camera count, resolution or frame rate for repair. Tools and soldering equipment, component sizes, magnification or macro capture, and the number of sites or technicians are Not stated, so raise them in the spec.

Streams and labels

What does each repair episode contain?

Each episode follows the Firsthand episode schema: ten streams synced under 2 ms, with head and wrist RGB, depth, 3D hand pose with per-joint visibility, contact and grasp events, and frame-accurate action segments. For repair, hand pose tracks the fingers lifting, easing and seating a part, contact events mark when fingers meet a tool or part, and action segments mark each step.

Object labels use the terms your spec sets. Device types and models, tools, component sizes, throughput, force or tactile data and a repair-outcome or task-completion label are Not stated. They are defined in the spec if your policy needs them, and no electrostatic discharge, battery-safety or certification claim is made.

Delivery

How is repair 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. Repair episodes use the same schema as every other Firsthand collection, so a loader that reads another Firsthand dataset reads this one without changes.

Every batch is validated against signed accept criteria before it ships, with a reject log, and delivery is rolling, per validated batch.

Privacy

How is contributor privacy 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. The anonymization record is delivered with the data.

That is the whole of the privacy wording the site states. It does not state a rule for customer data stored on a device, a data wipe before repair, or serial numbers and labels on a casing, so this page makes no such claim. Raise it in the spec if it matters.

Fast · on demand

How fast can a custom repair 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.

On-demand top-ups run against the same spec and accept criteria after each training run. The site does not state a batch size or later-batch turnaround, so those are quoted against your spec.

The spec

How do you start a pilot?

You describe the devices, faults and sequence your policy needs. 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.

What the site states

What does the site state about electronics and device repair?

Where device repair appears on this site, what each place states and how this page uses it.
Where it appearsWhat the site statesUsed on this page as
Task catalog, Electronics & Device Repair Shop environmentOne Device Repair row, rated Hard and listed as Active collectionThe stated device repair task
Task catalog, Repair Shop environmentElectronics repair and Appliance repair rows, both Hard, plus a Watch repair row, alongside bicycle, shoe and furniture rowsTwo further stated rows and one neighbour
Task catalog, Electronics Manufacturing & E-Waste and Precision Assembly BenchBoard assembly, soldering, device manufacturing and e-waste disassembly rowsNeighbouring work, assembly not repair

Catalog rows

Which catalog rows cover electronics and device repair?

Rows from the Electronics & Device Repair Shop and Repair Shop environments, then neighbouring electronics rows, with the catalog description, skill rating and status as listed. All use the head-mounted phone or multiview rig capture mode except the through-hole row, which lists a multiview rig with handheld grippers.
Task familyCatalog task and descriptionSkillStatus
Device repairDevice Repair: diagnosing and repairing phones, laptops, tablets and consumer electronicsHardActive collection
Electronics repairElectronics repair: open the device, diagnose the fault, replace the screen, battery or board and testHardAvailable on request
Appliance repairAppliance repair: open the appliance, test components, replace the faulty part and reassembleHardAvailable on request
Neighbour, watchWatch repair: open the case, replace the battery or movement parts under magnification and resealHardAvailable on request
Neighbour, assemblyCircuit board assembly: place components on the board, seat connectors and secure parts before solderingMediumAvailable on request
Neighbour, solderingComponent soldering: solder components to the board with an iron and solder wire, trim leads and inspect jointsHardAvailable on request
Neighbour, solderingSolder through-hole: solder through-hole components to a boardHardAvailable on request
Neighbour, assemblyDevice manufacturing: assemble device housings, fit boards and cables, fasten screws and test the unitMediumAvailable on request
Neighbour, disassemblyE-waste disassembly and sorting: unscrew and pry open devices, remove boards and batteries and sort materials into binsMediumAvailable on request

Streams and labels

What does each episode carry, and what is not stated?

Streams and labels the site states for Firsthand custom collections, and repair fields the site does not state.
ItemStatus on this siteWhy it matters for device repair
Head and wrist RGB, depthStated; ten streams synced under 2 msKeeps the open device, tool and hands on one timeline
3D hand pose, per-joint visibilityStatedCarries the finger detail of lifting and seating small parts
Contact and grasp eventsStatedMarks when fingers meet a tool or part
Action segmentsStated; frame-accurateSeparates opening, diagnosing, replacing and testing
Device types and models, tools, soldering equipmentNot stated; rows name phones, laptops, tablets, consumer electronics and appliances onlyDefined in the spec
Component sizes, magnification or macro captureNot stated; one watch row mentions magnification as part of the taskRaised in the spec before capture
Number of sites or techniciansNot statedDefined in the spec
Throughput, force or tactile dataNot statedDefined in the spec if needed
Repair-outcome or task-completion labelNot stated; two rows end with a test step onlyDefined in the spec if needed

Formats

Which formats carry device 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

Device repair robot training data, answered.

What is egocentric electronics and device repair video data?
Real-world, first-person video of a person diagnosing a fault, opening a device, replacing a screen, battery or board and testing it, captured against a written spec with 3D hand pose, depth and action segments.
Which repair tasks does the site state?
The task catalog lists Device Repair for phones, laptops, tablets and consumer electronics, an Electronics repair row and an Appliance repair row, all rated Hard.
Does the site state device models, tools, magnification or capture at a customer facility?
No. Device categories are named, but models, tools and macro capture are Not stated, and the site does not state capture at a customer own facility. One watch row mentions magnification as part of its task.
Are repair-outcome labels, force data or safety rules included?
Not stated. They are defined in the written spec if your policy needs them. The site states hand pose, depth, contact events and action segments, and this page makes no electrostatic discharge, battery-safety or certification claim.
How is this different from electronics assembly and cable routing data?
Those pages cover building devices, soldering and wiring. This page centres on fault-driven repair: diagnosing, opening and replacing parts in devices that already exist.
How are faces and privacy handled?
Faces, plates and screens are detected and irreversibly blurred at ingest, and a reviewer confirms the result. Each episode links to a signed contributor release. No rule for data stored on a device is stated.
How fast can a custom repair dataset be collected?
Where coverage is deep, the first validated batch lands in a median of 48 hours from signed spec. Thin environments typically take three to four weeks.
How do you start a pilot?
Describe the devices, faults and sequence you need. We write a spec, quote against it, and a Spec Pilot proves the accept criteria before you scale.

Sources

Where are the delivery formats documented?

Request a custom dataset.

Tell us the devices, faults and 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.